diff --git a/.gitignore b/.gitignore
index ea14521..de0e726 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,4 +2,5 @@ server/.venv
 .venv
 .vscode
 __pycache__
-.env
\ No newline at end of file
+.env
+.idea
\ No newline at end of file
diff --git a/README.md b/README.md
index e12ec9a..9c118b3 100644
--- a/README.md
+++ b/README.md
@@ -27,7 +27,7 @@ This README provides instructions on how to set up the environment, install depe
 3. **Install Dependencies**  
     Install the required Python packages:
     ```bash
-    pip install -r requirements.txt
+    uv pip install -r requirements.txt
     ```
 
 4. **Install `uv` and Sync It**  
diff --git a/client/.eslintrc.json b/client/.eslintrc.json
deleted file mode 100644
index 3722418..0000000
--- a/client/.eslintrc.json
+++ /dev/null
@@ -1,3 +0,0 @@
-{
-  "extends": ["next/core-web-vitals", "next/typescript"]
-}
diff --git a/client/.gitignore b/client/.gitignore
deleted file mode 100644
index fd3dbb5..0000000
--- a/client/.gitignore
+++ /dev/null
@@ -1,36 +0,0 @@
-# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
-
-# dependencies
-/node_modules
-/.pnp
-.pnp.js
-.yarn/install-state.gz
-
-# testing
-/coverage
-
-# next.js
-/.next/
-/out/
-
-# production
-/build
-
-# misc
-.DS_Store
-*.pem
-
-# debug
-npm-debug.log*
-yarn-debug.log*
-yarn-error.log*
-
-# local env files
-.env*.local
-
-# vercel
-.vercel
-
-# typescript
-*.tsbuildinfo
-next-env.d.ts
diff --git a/client/README.md b/client/README.md
deleted file mode 100644
index e215bc4..0000000
--- a/client/README.md
+++ /dev/null
@@ -1,36 +0,0 @@
-This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).
-
-## Getting Started
-
-First, run the development server:
-
-```bash
-npm run dev
-# or
-yarn dev
-# or
-pnpm dev
-# or
-bun dev
-```
-
-Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.
-
-You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file.
-
-This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel.
-
-## Learn More
-
-To learn more about Next.js, take a look at the following resources:
-
-- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API.
-- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial.
-
-You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome!
-
-## Deploy on Vercel
-
-The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js.
-
-Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details.
diff --git a/client/app/about/page.tsx b/client/app/about/page.tsx
deleted file mode 100644
index 1a01e00..0000000
--- a/client/app/about/page.tsx
+++ /dev/null
@@ -1,9 +0,0 @@
-import Navbar from "../components/navbar";
-
-export default function ContactPage() {
-  return(
-    <>
-      <Navbar />
-    </>
-  );
-}
diff --git a/client/app/components/food_card.tsx b/client/app/components/food_card.tsx
deleted file mode 100644
index c57a044..0000000
--- a/client/app/components/food_card.tsx
+++ /dev/null
@@ -1,74 +0,0 @@
-import { Card, CardBody ,CardFooter} from "@nextui-org/card";
-import { Image } from "@nextui-org/image";
-import { FoodItemCategory } from "../lib/type";
-import Link from "next/link";
-
-interface FoodCardProps {
-  food_item: FoodItemCategory;
-  allergy_info?: string;
-  recom: string;
-  isPersonalised: boolean;
-}
-
-export default function FoodCard({
-  food_item,
-  allergy_info,
-  recom,
-  isPersonalised,
-}: FoodCardProps) {
-  return (
-    <Card className="rounded-xl m-2 bg-slate-400 border-2 border-gray-400">
-      <CardBody className="flex flex-col items-center justify-center">
-        {/* Image Container */}
-        <div className="bg-white flex justify-center items-center rounded-lg">
-          <Link href={`/food_item/${food_item._id}`}>
-            <Image
-              alt={`picture of ${food_item.item_name}`}
-              src={food_item.image_url}
-              width={250}
-              height={250}
-              className="object-contain rounded-lg"
-            />
-          </Link>
-        </div>
-        {/* Text Content */}
-        <div className="text-black text-center mt-2">
-          <a className="font-bold text-lg">{food_item.item_name}</a>
-        </div>
-      </CardBody>
-      <CardFooter className="flex flex-wrap justify-center text-black">
-        
-        <a className="font-semibold">
-          Rating:{" "}
-          <span className="text-black font-semibold">{food_item.final_rating}</span>
-        </a>
-        {/* Render allergy and recommendation info only if personalized */}
-        {isPersonalised && (
-          <>
-            {/* Allergy Info Label */}
-            {allergy_info === "Yes" ? (
-              <span className="ml-2 text-red-900 font-bold">Allergic</span>
-            ) : allergy_info === "No" ? (
-              <span className="ml-2 text-green-900 font-bold">
-                Not Allergic
-              </span>
-            ) : null}
-
-            {/* Recommendation Label */}
-            <span
-              className={`ml-2 font-bold ${
-                recom === "Good"
-                  ? "text-green-500"
-                  : recom === "Ok"
-                  ? "text-yellow-500"
-                  : "text-red-500"
-              }`}
-            >
-              {recom === "Bad" ? `Not Recommended` : `Recommended: ${recom}`}
-            </span>
-          </>
-        )}
-      </CardFooter>
-    </Card>
-  );
-}
diff --git a/client/app/components/form_upload.tsx b/client/app/components/form_upload.tsx
deleted file mode 100644
index cd4a522..0000000
--- a/client/app/components/form_upload.tsx
+++ /dev/null
@@ -1,157 +0,0 @@
-import { useState } from "react";
-import api from "../lib/api";
-
-export default function Form() {
-  const [nutrition, setNutrition] = useState({
-    "NUTRITION.ENERGY": 0,
-    "NUTRITION.PROTEIN": 0,
-    "NUTRITION.CARBOHYDRATE": 0,
-    "NUTRITION.TOTAL_SUGARS": 0,
-    "NUTRITION.ADDED_SUGARS": 0,
-    "NUTRITION.TOTAL_FAT": 0,
-    "NUTRITION.SATURATED_FAT": 0,
-    "NUTRITION.FIBER": 0,
-    "NUTRITION.SODIUM": 0,
-  });
-
-  const [rating, setRating] = useState<number>(0); // Add this line to store the rating
-
-  const handleInputChange = (event: React.ChangeEvent<HTMLInputElement>) => {
-    const { name, value } = event.target;
-    setNutrition({ ...nutrition, [name]: parseFloat(value) });
-  };
-
-  const handleSubmit = async (event: React.FormEvent<HTMLFormElement>) => {
-    event.preventDefault();
-    await api
-      .post("/food_items/rating", nutrition) // Make a POST request to the API
-      .then((response) => {
-        setRating(response.data.Rating); // Update the rating state
-      })
-      .catch((error) => {
-        console.error(error);
-      });
-  };
-
-  return (
-    <div className="text-black ">
-      <div className="flex justify-center">
-        <h2 className="font-semibold mb-2">NUTRITION FORM</h2>
-      </div>
-      <div className="grid grid-cols-2 gap-4">
-        <form onSubmit={handleSubmit} className="space-y-4 col-span-2">
-          <div className="grid grid-cols-2 gap-4">
-            <div className="flex flex-col">
-              <label>Energy(Kcal)</label>
-              <input
-                type="text"
-                name="NUTRITION.ENERGY"
-                value={nutrition["NUTRITION.ENERGY"]}
-                onChange={handleInputChange}
-                step="any"
-                className="border border-gray-400 p-1"
-              />
-            </div>
-            <div className="flex flex-col">
-              <label>Protein(g)</label>
-              <input
-                type="text"
-                name="NUTRITION.PROTEIN"
-                value={nutrition["NUTRITION.PROTEIN"]}
-                onChange={handleInputChange}
-                step="any"
-                className="border border-gray-400 p-1"
-              />
-            </div>
-            <div className="flex flex-col">
-              <label>Carbohydrate(g)</label>
-              <input
-                type="text"
-                name="NUTRITION.CARBOHYDRATE"
-                value={nutrition["NUTRITION.CARBOHYDRATE"]}
-                onChange={handleInputChange}
-                step="any"
-                className="border border-gray-400 p-1"
-              />
-            </div>
-            <div className="flex flex-col">
-              <label>Total Sugars(g)</label>
-              <input
-                type="text"
-                name="NUTRITION.TOTAL_SUGARS"
-                value={nutrition["NUTRITION.TOTAL_SUGARS"]}
-                onChange={handleInputChange}
-                step="any"
-                className="border border-gray-400 p-1"
-              />
-            </div>
-            <div className="flex flex-col">
-              <label>Added Sugars(g)</label>
-              <input
-                type="text"
-                name="NUTRITION.ADDED_SUGARS"
-                value={nutrition["NUTRITION.ADDED_SUGARS"]}
-                onChange={handleInputChange}
-                step="any"
-                className="border border-gray-400 p-1"
-              />
-            </div>
-            <div className="flex flex-col">
-              <label>Total Fat(g)</label>
-              <input
-                type="text"
-                name="NUTRITION.TOTAL_FAT"
-                value={nutrition["NUTRITION.TOTAL_FAT"]}
-                onChange={handleInputChange}
-                step="any"
-                className="border border-gray-400 p-1"
-              />
-            </div>
-            <div className="flex flex-col">
-              <label>Saturated Fat(g)</label>
-              <input
-                type="text"
-                name="NUTRITION.SATURATED_FAT"
-                value={nutrition["NUTRITION.SATURATED_FAT"]}
-                onChange={handleInputChange}
-                step="any"
-                className="border border-gray-400 p-1"
-              />
-            </div>
-            <div className="flex flex-col">
-              <label>Fiber(g)</label>
-              <input
-                type="text"
-                name="NUTRITION.FIBER"
-                value={nutrition["NUTRITION.FIBER"]}
-                onChange={handleInputChange}
-                step="any"
-                className="border border-gray-400 p-1"
-              />
-            </div>
-            <div className="flex flex-col">
-              <label>Sodium(mg)</label>
-              <input
-                type="text"
-                name="NUTRITION.SODIUM"
-                value={nutrition["NUTRITION.SODIUM"]}
-                onChange={handleInputChange}
-                step="any"
-                className="border border-gray-400 p-1"
-              />
-            </div>
-          </div>
-          <button
-            type="submit"
-            className="mt-4 bg-blue-500 text-white p-2 rounded"
-          >
-            Submit
-          </button>
-        </form>
-      </div>
-      {rating && ( // Display the rating below the form
-        <div className="text-lg font-bold mt-4">Rating: {rating.toFixed(2)}/5.0</div>
-      )}
-    </div>
-  );
-}
diff --git a/client/app/components/navbar.tsx b/client/app/components/navbar.tsx
deleted file mode 100644
index 93c95e8..0000000
--- a/client/app/components/navbar.tsx
+++ /dev/null
@@ -1,46 +0,0 @@
-import Link from "next/link";
-import { Image } from "@nextui-org/image";
-
-export default function Navbar() {
-  return (
-    <div className="bg-yellow-400 text-black p-2 rounded-xl m-2">
-      <nav className="flex justify-end p-4bar text-lg">
-        <ul className="flex space-x-12 ">
-          <li>
-            <Link legacyBehavior href="/home">
-              <a className="text-black hover:text-white">Home</a> 
-            </Link>
-          </li>
-          <li>
-            <Link legacyBehavior href="/about">
-              <a className="text-black hover:text-white">About us</a>
-            </Link>
-          </li>
-          <li>
-            <Link legacyBehavior href="/scan">
-              <a className="text-black hover:text-white">Scan item</a>
-            </Link>
-          </li>
-          <li>
-            <Link legacyBehavior href="/contact">
-              <a className="text-black hover:text-white">Contact us</a>
-            </Link>
-          </li>
-          <li>
-            <Link legacyBehavior href="/user">
-              <a>
-                <Image
-                  src="https://cdn.pixabay.com/photo/2021/07/02/04/48/user-6380868_640.png"
-                  alt="User"
-                  width={30}
-                  height={30}
-                  className="rounded-full object-fit-cover mr-3"
-                />
-              </a>
-            </Link>
-          </li>
-        </ul>
-      </nav>
-    </div>
-  );
-}
diff --git a/client/app/components/upload.tsx b/client/app/components/upload.tsx
deleted file mode 100644
index 1503ac4..0000000
--- a/client/app/components/upload.tsx
+++ /dev/null
@@ -1,51 +0,0 @@
-import { useState } from "react";
-
-export default function Upload() {
-  const [image, setImage] = useState<string | null>(null); // State variable to store the image URL
-
-  // Function to handle file input change
-  const handleImageUpload = (e: React.ChangeEvent<HTMLInputElement>) => {
-    const file = e.target.files?.[0];
-
-    // Check if the file is a PNG or JPG
-    if (file && (file.type === "image/png" || file.type === "image/jpeg")) {
-      const reader = new FileReader();
-      reader.onloadend = () => {
-        const imageDataUrl = reader.result;
-
-        // Ensure imageDataUrl is a string before storing
-        if (typeof imageDataUrl === "string") {
-          // Store in local storage
-          localStorage.setItem("uploadedImage", imageDataUrl);
-
-          // Or store in state variable
-          setImage(imageDataUrl);
-        }
-      };
-      reader.readAsDataURL(file);
-    } else {
-      alert("Please upload an image in PNG or JPG format.");
-    }
-  };
-
-  return (
-    <div>
-      <div className=" text-black mb-2">
-        <h1 className="text-center">Upload the nutritional label</h1>
-      </div>
-      <input
-        type="file"
-        accept=".png, .jpg, .jpeg"
-        onChange={handleImageUpload}
-      />
-
-      {/* Display uploaded image */}
-      {image && (
-        <div>
-          <h2 className="text-black">Uploaded Image:</h2>
-          <img src={image} alt="Uploaded" style={{ maxWidth: "300px" }} />
-        </div>
-      )}
-    </div>
-  );
-}
diff --git a/client/app/contact/page.tsx b/client/app/contact/page.tsx
deleted file mode 100644
index 1a01e00..0000000
--- a/client/app/contact/page.tsx
+++ /dev/null
@@ -1,9 +0,0 @@
-import Navbar from "../components/navbar";
-
-export default function ContactPage() {
-  return(
-    <>
-      <Navbar />
-    </>
-  );
-}
diff --git a/client/app/favicon.ico b/client/app/favicon.ico
deleted file mode 100644
index 718d6fe..0000000
Binary files a/client/app/favicon.ico and /dev/null differ
diff --git a/client/app/fonts/GeistMonoVF.woff b/client/app/fonts/GeistMonoVF.woff
deleted file mode 100644
index f2ae185..0000000
Binary files a/client/app/fonts/GeistMonoVF.woff and /dev/null differ
diff --git a/client/app/fonts/GeistVF.woff b/client/app/fonts/GeistVF.woff
deleted file mode 100644
index 1b62daa..0000000
Binary files a/client/app/fonts/GeistVF.woff and /dev/null differ
diff --git a/client/app/food_item/[item_id]/page.tsx b/client/app/food_item/[item_id]/page.tsx
deleted file mode 100644
index 570d31e..0000000
--- a/client/app/food_item/[item_id]/page.tsx
+++ /dev/null
@@ -1,85 +0,0 @@
-import Navbar from "@/app/components/navbar";
-import api from "@/app/lib/api";
-import { FoodItem } from "@/app/lib/type";
-import { Image } from "@nextui-org/image";
-
-async function GetFoodItem(id: string): Promise<FoodItem> {
-  const data = await api
-    .get(`/food_items/${id}`)
-    .then((response) => response.data);
-  return data;
-}
-
-export default async function ItemPage({
-  params: { item_id },
-}: {
-  params: { item_id: string };
-}) {
-  const foodItem = await GetFoodItem(item_id);
-
-  return (
-    <>
-      <Navbar />
-      <div className="flex">
-        {/* Image div with equal width and centered image */}
-        <div className="flex-1 bg-red-200 flex justify-center items-center">
-          <img
-            src={foodItem.image_url}
-            alt="Food Item Image"
-            className="max-w-full max-h-full object-contain"
-            style={{ width: "100%", height: "auto" }}
-          />
-        </div>
-
-        {/* Content div with equal width */}
-        <div className="flex-1 text-black p-10">
-          <h2 className="text-2xl font-extrabold mb-4">{foodItem.item_name}</h2>
-          <div className="grid grid-cols-2 gap-4 mb-3">
-            <p>
-              <a className="font-semibold">
-                Final Rating: {foodItem.final_rating}
-              </a>
-            </p>
-            <p>
-              <a className="font-semibold">
-                Health Impact Rating: {foodItem.health_impact_rating}
-              </a>
-            </p>
-            <p>
-              <a className="font-semibold">
-                Ingredient Quality Rating:{" "}
-                {foodItem.ingredient_quality_rating}
-              </a>
-            </p>
-            <p>
-              <a className="font-semibold">
-                Nutritional Content Rating:{" "}
-                {foodItem.nutritional_content_rating}
-              </a>
-            </p>
-          </div>
-          <div className="mb-2">
-            <h3 className="font-semibold">Nutrition:</h3>
-            {foodItem.nutrition ? (
-              <ul>
-                {Object.keys(foodItem.nutrition).map((key) => (
-                  <li key={key}>{`${key}: ${foodItem.nutrition[key]}`}</li>
-                ))}
-              </ul>
-            ) : (
-              <p>None</p>
-            )}
-          </div>
-          <div>
-            <h3 className="font-semibold">Ingredients:</h3>
-            <ul>
-              {foodItem.ingredients.map((ingredient, index) => (
-                <li key={index}>{ingredient}</li>
-              ))}
-            </ul>
-          </div>
-        </div>
-      </div>
-    </>
-  );
-}
diff --git a/client/app/food_item/category/[category]/page.tsx b/client/app/food_item/category/[category]/page.tsx
deleted file mode 100644
index c545397..0000000
--- a/client/app/food_item/category/[category]/page.tsx
+++ /dev/null
@@ -1,236 +0,0 @@
-"use client";
-import Navbar from "@/app/components/navbar";
-import FoodCard from "../../../components/food_card";
-import api from "../../../lib/api";
-import { FoodItemCategory, Profile } from "../../../lib/type";
-import { useEffect, useState } from "react";
-
-// Function to get food items based on the toggle state and sorting parameters
-async function getFoodItems(
-  category: string,
-  sortBy: string,
-  sortOrder: string,
-  toggle: boolean
-): Promise<FoodItemCategory[]> {
-  const profileId = localStorage.getItem("user_profile_id");
-  // Handle case for chocolate and toffee categories together
-  if (category === "chocolate" || category === "toffee") {
-    if (toggle) {
-      const [chocolateData, toffeeData] = await Promise.all([
-        api
-          .get(`/food_items/category/chocolate/filter/${profileId}`, {
-            params: { sort_by: sortBy, sort_order: sortOrder },
-          })
-          .then((response) => response.data),
-        api
-          .get(`/food_items/category/toffee/filter/${profileId}`, {
-            params: { sort_by: sortBy, sort_order: sortOrder },
-          })
-          .then((response) => response.data),
-      ]);
-      return [...chocolateData, ...toffeeData];
-    } else {
-      const [chocolateData, toffeeData] = await Promise.all([
-        api
-          .get(`/food_items/category/chocolate`, {
-            params: { sort_by: sortBy, sort_order: sortOrder },
-          })
-          .then((response) => response.data),
-        api
-          .get(`/food_items/category/toffee`, {
-            params: { sort_by: sortBy, sort_order: sortOrder },
-          })
-          .then((response) => response.data),
-      ]);
-      return [...chocolateData, ...toffeeData];
-    }
-  } else {
-    // Handle all other categories
-    if (toggle) {
-      const res = await api
-        .get(`/food_items/${category}/filter/${profileId}`, {
-          params: {
-            sort_by: sortBy,
-            sort_order: sortOrder,
-          },
-        })
-        .then((response) => response.data);
-      return res;
-    } else {
-      const res = await api
-        .get(`/food_items/category/${category}`, {
-          params: {
-            sort_by: sortBy,
-            sort_order: sortOrder,
-          },
-        })
-        .then((response) => response.data);
-      return res;
-    }
-  }
-}
-
-async function getUserProfile(): Promise<Profile | null> {
-  const user_id = localStorage.getItem("user_profile_id");
-  if (user_id) {
-    const data = await api
-      .get(`/profiles/${user_id}`)
-      .then((response) => response.data);
-    return data;
-  }
-  return null;
-}
-
-async function ifAllergic(
-  food_item: FoodItemCategory,
-  is_personalised: boolean
-): Promise<string | undefined> {
-  const user_profile = await getUserProfile();
-  if (!is_personalised || !user_profile) {
-    return undefined;
-  }
-  const allergy_info = user_profile.allergy_info;
-  for (const allergy of allergy_info || []) {
-    if (food_item.allergy_info?.includes(allergy)) {
-      return "Yes"; // Return "Yes" if allergic
-    }
-  }
-  return "No";
-}
-
-function isRecom(item: FoodItemCategory) {
-  if (item.personalised_score > 3.5) {
-    return "Good";
-  } else if (item.personalised_score > 2) {
-    return "Ok";
-  } else {
-    return "Bad";
-  }
-}
-
-export default function CategoryPage({
-  params: { category },
-}: {
-  params: { category: string };
-}) {
-  const [items, setItems] = useState<FoodItemCategory[]>([]);
-  const [sortBy, setSortBy] = useState("item_name");
-  const [sortOrder, setSortOrder] = useState("asc");
-  const [isPersonalized, setIsPersonalized] = useState(false); // Toggle state
-  const [allergyInfo, setAllergyInfo] = useState<{
-    [key: string]: string | undefined;
-  }>({});
-
-  useEffect(() => {
-    async function fetchAllergyInfo() {
-      if (isPersonalized) {
-        const info: { [key: string]: string | undefined } = {};
-        for (const item of items) {
-          info[item._id] = await ifAllergic(item, isPersonalized);
-        }
-        setAllergyInfo(info);
-      } else {
-        setAllergyInfo({}); // Clear allergy info when not personalized
-      }
-    }
-
-    fetchAllergyInfo();
-  }, [items, isPersonalized]);
-
-  useEffect(() => {
-    async function fetchItems() {
-      const items = await getFoodItems(
-        category,
-        sortBy,
-        sortOrder,
-        isPersonalized
-      );
-      setItems(items);
-    }
-    fetchItems();
-  }, [category, sortBy, sortOrder, isPersonalized]);
-
-  // Handler for sort change
-  const handleSortChange = (e: React.ChangeEvent<HTMLSelectElement>) => {
-    setSortBy(e.target.value);
-  };
-
-  // Handler for sort order change
-  const handleSortOrderChange = (e: React.ChangeEvent<HTMLSelectElement>) => {
-    setSortOrder(e.target.value);
-  };
-
-  // Handler for toggle change
-  const handleToggleChange = (e: React.ChangeEvent<HTMLInputElement>) => {
-    setIsPersonalized(e.target.checked);
-  };
-
-  return (
-    <>
-      <Navbar />
-      <div className="mt-5">
-        <div className="flex justify-left mb-4 text-black m-2">
-          {/* Sort By Dropdown */}
-          <a className="rounded-md border border-black m-1 bg-amber-200">
-            <select value={sortBy} onChange={handleSortChange}>
-              <option value="item_name">Nutrient</option>
-              <option value="nutrition.protein">Protein</option>
-              <option value="nutrition.energy">Energy</option>
-              <option value="nutrition.sodium">Sodium</option>
-              <option value="nutrition.carbohydrates">Carbohydrates</option>
-              <option value="nutrition.total_sugar">Sugar</option>
-              <option value="nutrition.fat">Fat</option>
-              {/* Add more options as needed */}
-            </select>
-          </a>
-
-          {/* Sort Order Dropdown */}
-          <a className="rounded-md border border-black m-1 bg-amber-200">
-            <select value={sortOrder} onChange={handleSortOrderChange}>
-              <option value="asc">Ascending</option>
-              <option value="desc">Descending</option>
-            </select>
-          </a>
-
-          {/* Toggle for personalized API */}
-          <a className="rounded-md border border-black m-1 bg-amber-200 flex items-center">
-            <label htmlFor="personalizedToggle" className="ml-1 mr-1">
-              Personalized
-            </label>
-            <input
-              id="personalizedToggle"
-              type="checkbox"
-              checked={isPersonalized}
-              onChange={handleToggleChange}
-            />
-          </a>
-        </div>
-
-        {/* Display Food Items */}
-        <div className="grid grid-cols-4">
-          {items.map((item) =>
-            !isPersonalized ? (
-              <FoodCard
-                food_item={item}
-                key={item._id}
-                allergy_info=""
-                recom=""
-                isPersonalised={isPersonalized}
-              ></FoodCard>
-            ) : (
-              <FoodCard
-                food_item={item}
-                key={item._id}
-                isPersonalised={isPersonalized}
-                allergy_info={
-                  isPersonalized ? allergyInfo[item._id] : undefined
-                }
-                recom={isPersonalized ? isRecom(item) : "Not Applicable"}
-              ></FoodCard>
-            )
-          )}
-        </div>
-      </div>
-    </>
-  );
-}
diff --git a/client/app/globals.css b/client/app/globals.css
deleted file mode 100644
index 13d40b8..0000000
--- a/client/app/globals.css
+++ /dev/null
@@ -1,27 +0,0 @@
-@tailwind base;
-@tailwind components;
-@tailwind utilities;
-
-:root {
-  --background: #ffffff;
-  --foreground: #171717;
-}
-
-@media (prefers-color-scheme: dark) {
-  :root {
-    --background: #0a0a0a;
-    --foreground: #ededed;
-  }
-}
-
-body {
-  color: var(--foreground);
-  background: var(--background);
-  font-family: Arial, Helvetica, sans-serif;
-}
-
-@layer utilities {
-  .text-balance {
-    text-wrap: balance;
-  }
-}
diff --git a/client/app/home/page.tsx b/client/app/home/page.tsx
deleted file mode 100644
index 030444d..0000000
--- a/client/app/home/page.tsx
+++ /dev/null
@@ -1,40 +0,0 @@
-"use client";
-import Link from "next/link";
-import { cardProps } from "../lib/mock_data";
-import Navbar from "../components/navbar";
-
-export default function Home() {
-  const list = cardProps;
-
-  return (
-    <>
-      <Navbar />
-      <div className="bg-white">
-        <div className="bg-slate-500 pt-2 pb-2 mt-3 mb-3">
-          <h1 className="text-4xl text-center text-white ">Food Category</h1>
-        </div>
-
-        <div className="bg-white gap-4 grid grid-cols-2 sm:grid-cols-4 pt-2 pl-2 pr-2 pb-2">
-          {list.map((item) => (
-            <div key={item._id} className="bg-white rounded-lg shadow-lg">
-              <div className="overflow-hidden">
-                {/* Make sure the image scales correctly /} */}
-                <img
-                  src={item.img}
-                  alt={item.title}
-                  className="w-full h-48 object-cover rounded-t-xl"
-                />
-              </div>
-              {/* {/ Ensure footer sticks to the bottom */}
-              <Link href={`/food_item/category/${item._id}`}>
-                <div className="p-4 bg-cyan-400 text-white flex justify-between items-center rounded-b-xl">
-                  <span className="font-bold">{item.title}</span>
-                </div>
-              </Link>
-            </div>
-          ))}
-        </div>
-      </div>
-    </>
-  );
-}
diff --git a/client/app/layout.tsx b/client/app/layout.tsx
deleted file mode 100644
index f6721cf..0000000
--- a/client/app/layout.tsx
+++ /dev/null
@@ -1,37 +0,0 @@
-import type { Metadata } from "next";
-import localFont from "next/font/local";
-import "./globals.css";
-import Navbar from "./components/navbar";
-
-const geistSans = localFont({
-  src: "./fonts/GeistVF.woff",
-  variable: "--font-geist-sans",
-  weight: "100 900",
-});
-const geistMono = localFont({
-  src: "./fonts/GeistMonoVF.woff",
-  variable: "--font-geist-mono",
-  weight: "100 900",
-});
-
-export const metadata: Metadata = {
-  title: "Create Next App",
-  description: "Generated by create next app",
-};
-
-export default function RootLayout({
-  children,
-}: Readonly<{
-  children: React.ReactNode;
-}>) {
-  return (
-    <html lang="en">
-      <body
-        className={`bg-white ${geistSans.variable} ${geistMono.variable} antialiased`}
-      >
-        
-        {children}
-      </body>
-    </html>
-  );
-}
diff --git a/client/app/lib/api.ts b/client/app/lib/api.ts
deleted file mode 100644
index 3ddd68d..0000000
--- a/client/app/lib/api.ts
+++ /dev/null
@@ -1,36 +0,0 @@
-import axios from "axios";
-
-const REGISTER_URL = "http://localhost:5000/sign_up"; // Adjust if needed
-const LOGIN_URL = "http://localhost:5000/login"; // Adjust if needed
-
-interface UserCredentials {
-  username: string;
-  password: string;
-}
-
-interface ApiResponse {
-  id: string;
-}
-
-export const registerUser = async (
-  credentials: UserCredentials
-): Promise<ApiResponse> => {
-  const response = await axios.post(REGISTER_URL, credentials);
-  return response.data;
-};
-
-export const loginUser = async (
-  credentials: UserCredentials
-): Promise<ApiResponse> => {
-  const response = await axios.post(LOGIN_URL, credentials);
-  return response.data;
-};
-
-const api = axios.create({
-  baseURL: "http://localhost:5000/api",
-  headers: {
-    "Access-Control-Allow-Origin": "*",
-  },
-});
-
-export default api;
diff --git a/client/app/lib/mock_data.ts b/client/app/lib/mock_data.ts
deleted file mode 100644
index ff1f91e..0000000
--- a/client/app/lib/mock_data.ts
+++ /dev/null
@@ -1,79 +0,0 @@
-import { CardProp } from "./type";
-
-export const cardProps: CardProp[] = [
-  {
-    _id: "PROTEIN POWDER",
-    title: "Protein Powder",
-    img: "/protein.jpg",
-  },
-  {
-    _id: "PEANUT BUTTER",
-    title: "Peanut Butter",
-    img: "/peanut.jpg",
-  },
-  {
-    title: "Baby Food",
-    img: "/baby.jpg",
-    _id: "BABY FOOD",
-  },
-  {
-    title: "Chips",
-    img: "/chips.jpg",
-    _id: "CHIPS",
-  },
-  {
-    title: "Packeted Juice",
-    img: "/packetjuice.jpg",
-    _id: "PACKETED JUICE",
-  },
-  {
-    title: "Biscuits",
-    img: "/biscuit.jpg",
-    _id: "biscuit",
-  },
-  {
-    title: "Namkeen",
-    img: "/namkeen.jpg",
-    _id: "namkeen",
-  },
-  {
-    title: "Packeted Coffee/Lassi/Milkshake",
-    img: "/beverages.jpg",
-    _id: "coffee",
-  },
-  {
-    title: "Protein Bars",
-    img: "/bar.jpg",
-    _id: "protein_bar",
-  },
-  {
-    title: "Chocolate",
-    img: "/chocolate.jpg",
-    _id: "chocolate",
-  },
-  {
-    title: "Instant Noodles",
-    img: "/noodles.jpg",
-    _id: "INSTANT NOODLES",
-  },
-  {
-    title: "Bread",
-    img: "/bread.jpg",
-    _id: "BREAD",
-  },
-  {
-    title: "Breakfast Spreads",
-    img: "/spread.jpg",
-    _id: "BREAKFAST SPREADS",
-  },
-  {
-    title: "Bournvita / Horlicks",
-    img: "/bournvita.jpg",
-    _id: "MILK FLAVOURING",
-  },
-  {
-    title: "Corn Flakes / Muesli",
-    img: "/museli.jpg",
-    _id: "CORN FLAKES",
-  },
-];
diff --git a/client/app/lib/type.ts b/client/app/lib/type.ts
deleted file mode 100644
index e4f85ce..0000000
--- a/client/app/lib/type.ts
+++ /dev/null
@@ -1,50 +0,0 @@
-export interface CardProp {
-  _id: string;
-  title: string;
-  img: string;
-}
-
-export interface Fetchy {
-  _id: string;
-  item_category: string;
-  item_name: string;
-  image_url: string;
-}
-export interface FoodItemCategory {
-  _id: string;
-  item_name: string;
-  item_category: string;
-  image_url: string;
-  final_rating: number;
-  allergy_info: string[] | null;
-  personalised_score: number;
-}
-
-export interface FoodItem {
-  _id: string;
-  item_name: string;
-  item_category: string;
-  image_url: string;
-  final_rating: number;
-  health_impact_rating: number;
-  ingredient_quality_rating: number;
-  nutritional_content_rating: number;
-  nutrition?: { [key: string]: number };
-  ingredients: string[];
-}
-
-export interface Profile {
-  _id: string;
-  account_id: string;
-  userType: string;
-  profile_name: string;
-  firstName: string;
-  lastName: string;
-  gender: string;
-  weight: number;
-  height: number;
-  age: number;
-  dietType: string;
-  allergy_info: string[] | null;
-  diseases: string | null;
-}
diff --git a/client/app/page.tsx b/client/app/page.tsx
deleted file mode 100644
index 3c107d6..0000000
--- a/client/app/page.tsx
+++ /dev/null
@@ -1,99 +0,0 @@
-"use client";
-import React, { useState } from "react";
-import { useRouter } from "next/navigation";
-
-export default function LoginPage() {
-  const [username, setUsername] = useState<string>("");
-  const [password, setPassword] = useState<string>("");
-  const [error, setError] = useState<string | null>(null);
-  const [loading, setLoading] = useState<boolean>(false);
-  const router = useRouter();
-
-  const handleLogin = async (e: React.FormEvent) => { 
-    e.preventDefault();
-    setError(null);
-    setLoading(true);
-
-    try {
-      const response = await fetch("http://localhost:5000/login", {
-        method: "POST",
-        headers: {
-          "Content-Type": "application/json",
-        },
-        body: JSON.stringify({
-          username: username, // Send username instead of email
-          password: password,
-        }),
-      });
-
-      const data = await response.json();
-
-      if (response.ok) {
-        // Store the data (e.g., user ID) in localStorage
-        localStorage.setItem("userData", JSON.stringify(data));
-
-        // Redirect to the home page after successful login
-        router.push("/user");
-      } else {
-        // Show error message if login fails
-        setError(data || "Login failed. Please try again.");
-      }
-    } catch (error) {
-      setError(`An error occurred. Please try again later.${error}`);
-    } finally {
-      setLoading(false);
-    }
-  };
-
-  return (
-    <div className="flex items-center justify-center min-h-screen bg-gradient-to-r from-blue-500 via-purple-500 to-pink-500">
-      <div className="w-full max-w-md bg-white p-8 shadow-md rounded-lg">
-        <h2 className="text-2xl font-bold mb-6 text-center text-black">Login</h2>
-        <form onSubmit={handleLogin} className="space-y-6">
-          <div>
-            <label
-              htmlFor="username"
-              className="block text-sm font-medium text-gray-700"
-            >
-              Username:
-            </label>
-            <input
-              type="text"
-              id="username"
-              value={username}
-              onChange={(e) => setUsername(e.target.value)}
-              required
-              className="mt-1 text-black block w-full px-3 py-2 border border-gray-300 rounded-md shadow-sm focus:outline-none focus:ring-indigo-500 focus:border-indigo-500 sm:text-sm"
-            />
-          </div>
-          <div>
-            <label
-              htmlFor="password"
-              className="block text-sm font-medium text-gray-700"
-            >
-              Password:
-            </label>
-            <input
-              type="password"
-              id="password"
-              value={password}
-              onChange={(e) => setPassword(e.target.value)}
-              required
-              className="mt-1 text-black block w-full px-3 py-2 border border-gray-300 rounded-md shadow-sm focus:outline-none focus:ring-indigo-500 focus:border-indigo-500 sm:text-sm"
-            />
-          </div>
-          {error && <p className="text-red-500 text-sm">{error}</p>}
-          <div>
-            <button
-              type="submit"
-              disabled={loading}
-              className="w-full bg-indigo-600 text-white py-2 px-4 rounded-md hover:bg-indigo-700 transition duration-200"
-            >
-              {loading ? "Logging in..." : "Login"}
-            </button>
-          </div>
-        </form>
-      </div>
-    </div>
-  );
-}
diff --git a/client/app/scan/page.tsx b/client/app/scan/page.tsx
deleted file mode 100644
index a333cfa..0000000
--- a/client/app/scan/page.tsx
+++ /dev/null
@@ -1,56 +0,0 @@
-"use client";
-import { useState } from "react";
-import Content1 from "../components/upload";
-import Content2 from "../components/form_upload";
-import Navbar from "../components/navbar";
-
-export default function IndexPage() {
-  const [activeButton, setActiveButton] = useState("button1");
-  const [content, setContent] = useState(<Content1 />);
-
-  const handleButtonClick = (buttonId: string) => {
-    setActiveButton(buttonId);
-    switch (buttonId) {
-      case "button1":
-        setContent(<Content1 />);
-        break;
-      case "button2":
-        setContent(<Content2 />);
-        break;
-      default:
-        setContent(<div>Unknown button</div>);
-    }
-  };
-
-  return (
-    <>
-      <Navbar />
-      <div className="flex justify-center items-center h-screen bg-gray-200 rounded-xl m-2">
-        <div className="bg-white rounded-lg shadow-xl w-96 p-5 border-black">
-          {/* Button Section */}
-          <div className="flex justify-around mb-4">
-            <button
-              className={`${
-                activeButton === "button1" ? "bg-yellow-500" : "bg-gray-300"
-              } text-black px-4 py-2 border border-gray-400 rounded-md`}
-              onClick={() => handleButtonClick("button1")}
-            >
-              Upload
-            </button>
-            <button
-              className={`${
-                activeButton === "button2" ? "bg-yellow-500" : "bg-gray-300"
-              } text-black px-4 py-2 border border-gray-400 rounded-md`}
-              onClick={() => handleButtonClick("button2")}
-            >
-              Form
-            </button>
-          </div>
-
-          {/* Content Section */}
-          <div className="border rounded-lg p-4">{content}</div>
-        </div>
-      </div>
-    </>
-  );
-}
diff --git a/client/app/user/page.tsx b/client/app/user/page.tsx
deleted file mode 100644
index 7dc0636..0000000
--- a/client/app/user/page.tsx
+++ /dev/null
@@ -1,261 +0,0 @@
-"use client";
-import { useState, useEffect } from "react";
-import { Image } from "@nextui-org/image";
-import Navbar from "../components/navbar";
-import { Profile } from "../lib/type";
-import api from "../lib/api";
-import { useRouter } from "next/navigation";
-
-const calculateBMI = (weight: number, height: number) => {
-  if (weight && height) {
-    return (weight / (height * height)).toFixed(2);
-  }
-  return "";
-};
-
-async function GetUsers(): Promise<Profile[]> {
-  const user_id_obj = JSON.parse(localStorage.getItem("userData") || "");
-  if (user_id_obj == "") {
-    return [];
-  }
-  const user_id = user_id_obj["id"];
-  const data = await api
-    .get(`/user/${user_id}/profiles`)
-    .then((response) => response.data.profiles);
-  return data;
-}
-
-function SaveUserProfile(user_id: string) {
-  localStorage.setItem("user_profile_id", user_id);
-}
-
-export default function User() {
-  const [selectedUserID, setSelectedUserID] = useState<string | undefined>(
-    undefined
-  );
-  const [selectedUser, setSelectedUser] = useState<Profile>();
-  const [users, setUsers] = useState<Profile[]>([]);
-  const router = useRouter();
-
-  useEffect(() => {
-    const fetchUsers = async () => {
-      const fetchedUsers = await GetUsers();
-      setUsers(fetchedUsers);
-    };
-    fetchUsers();
-  }, []);
-
-  useEffect(() => {
-    const user_id = localStorage.getItem("user_profile_id");
-    if (user_id) {
-      setSelectedUserID(user_id);
-    }
-  }, []);
-
-  useEffect(() => {
-    if (selectedUserID) {
-      const user = users.find((user) => user._id === selectedUserID);
-      if (user) {
-        setSelectedUser(user);
-      } else {
-        setSelectedUser(undefined);
-      }
-    }
-  }, [selectedUserID, users]);
-
-  return (
-    <>
-      <Navbar />
-      <div className="flex justify-center items-center h-screen">
-        <div className="w-max bg-slate-200 p-5 rounded-lg shadow-lg mb-6 mt-8">
-          <div className="flex justify-center">
-            <Image
-              src="https://cdn.pixabay.com/photo/2021/07/02/04/48/user-6380868_640.png"
-              alt="User Image"
-              width={120}
-              height={120}
-              className="object-cover rounded-full mb-3"
-            />
-          </div>
-          <div className="place-self-start mb-6 ">
-            <label className="block mb-1 text-black">Select User:</label>
-            <select
-              value={selectedUserID}
-              onChange={(e) => setSelectedUserID(e.target.value)}
-              className="w-full border-gray-300 text-black rounded-lg p-2"
-            >
-              <option value="">Select User</option>
-              {users.map((user) => (
-                <option key={user._id} value={`${user._id}`}>
-                  {`${user.firstName} ${user.lastName}`}
-                </option>
-              ))}
-            </select>
-          </div>
-          <div className="grid grid-cols-2 gap-4 text-left bg-white rounded-lg p-2">
-            <div>
-              <label className="block mb-1 text-black">First Name:</label>
-              <input
-                type="text"
-                value={selectedUser?.firstName}
-                // onChange={(e) => setFirstName(e.target.value)}
-                placeholder="First Name"
-                className="w-full border-gray-300 text-black rounded-lg p-2 bg-gray-100"
-              />
-            </div>
-
-            <div>
-              <label className="block mb-1 text-black">Last Name:</label>
-              <input
-                type="text"
-                value={selectedUser?.lastName}
-                // onChange={(e) => setLastName(e.target.value)}
-                placeholder="Last Name"
-                className="w-full border-gray-300 text-black rounded-lg p-2 bg-gray-100"
-              />
-            </div>
-
-            <div>
-              <label className="block mb-1 text-black">Gender:</label>
-              <select
-                value={selectedUser?.gender}
-                // onChange={(e) => setGender(e.target.value)}
-                className="w-full border-gray-300 text-black rounded-lg p-2 bg-gray-100"
-              >
-                <option value="">Select Gender</option>
-                <option value="Male">Male</option>
-                <option value="Female">Female</option>
-                <option value="Other">Other</option>
-              </select>
-            </div>
-
-            <div>
-              <label className="block mb-1 text-black">Weight (kg):</label>
-              <input
-                type="number"
-                value={selectedUser?.weight}
-                // onChange={(e) => setWeight(e.target.value)}
-                placeholder="Weight"
-                className="w-full border-gray-300 text-black rounded-lg p-2 bg-gray-100"
-              />
-            </div>
-
-            <div>
-              <label className="block mb-1 text-black">Height (m):</label>
-              <input
-                type="number"
-                value={selectedUser?.height}
-                // onChange={(e) => setHeight(e.target.value)}
-                placeholder="Height"
-                className="w-full border-gray-300 text-black rounded-lg p-2 bg-gray-100"
-              />
-            </div>
-
-            <div>
-              <label className="block mb-1 text-black">BMI:</label>
-              <input
-                type="text"
-                value={
-                  selectedUser?.weight && selectedUser.height
-                    ? calculateBMI(selectedUser.weight, selectedUser.height)
-                    : ""
-                }
-                readOnly
-                placeholder="BMI"
-                className="w-full border-gray-300 rounded-lg text-black p-2 bg-gray-100"
-              />
-            </div>
-
-            <div>
-              <label className="block mb-1 text-black">Age:</label>
-              <input
-                type="text"
-                value={selectedUser?.age ? selectedUser.age.toString() : ""}
-                readOnly
-                placeholder="Age"
-                className="w-full border-gray-300 text-black rounded-lg p-2 bg-gray-100"
-              />
-            </div>
-
-            <div>
-              <label className="block mb-1 text-black">Diet Type:</label>
-              <select
-                value={selectedUser?.dietType}
-                // onChange={(e) => setDietType(e.target.value)}
-                className="w-full border-gray-300 text-black rounded-lg p-2"
-              >
-                <option value="">Select Diet Type</option>
-                <option value="Veg">Veg</option>
-                <option value="Non-Veg">Non-Veg</option>
-              </select>
-            </div>
-
-            <div>
-              <label className="block mb-1 text-black">Disease:</label>
-              <input
-                type="string"
-                value={selectedUser?.diseases}
-                // onChange={(e) => setWeight(e.target.value)}
-                placeholder="Disease"
-                className="w-full border-gray-300 text-black rounded-lg p-2 bg-gray-100"
-              />
-            </div>
-
-
-            <div className="col-span-2">
-              <label className="block mb-1 text-black">Type of User:</label>
-              <select
-                value={selectedUser?.userType}
-                // onChange={(e) => setUserType(e.target.value)}
-                className="w-full border-gray-300 text-black rounded-lg p-2"
-              >
-                <option value="">Select User Type</option>
-                <option value="General Fitness">General Fitness</option>
-                <option value="Muscle Up">Muscle Up</option>
-                <option value="Weight Loss">Weight Loss</option>
-                <option value="Weight Gain">Weight Gain</option>
-                <option value="Pregnant Mother">Pregnant Mother</option>
-                <option value="Infant">Infant</option>
-              </select>
-            </div>
-            <div className="col-span-3">
-              <label className="block mb-1 text-black">
-                Allergy Information:
-              </label>
-              <input
-                type="text"
-                value={selectedUser?.allergy_info?.join(", ") || ""}
-                onChange={(e) => {
-                  if (selectedUser) {
-                    const allergiesArray = e.target.value
-                      .split(",")
-                      .map((allergy) => allergy.trim());
-                    setSelectedUser({
-                      ...selectedUser,
-                      allergy_info: allergiesArray,
-                    });
-                  }
-                }}
-                placeholder="Enter allergies separated by commas"
-                className="w-full border-gray-300 text-black rounded-lg p-2 bg-gray-100"
-              />
-            </div>
-            <button
-              className="bg-blue-600"
-              onClick={() => {
-                if (selectedUser) {
-                  SaveUserProfile(selectedUser._id);
-                  router.push("/home");
-                } else {
-                  alert("Please select a user before saving.");
-                }
-              }}
-            >
-              Save
-            </button>
-          </div>
-        </div>
-      </div>
-    </>
-  );
-}
diff --git a/client/next.config.mjs b/client/next.config.mjs
deleted file mode 100644
index 4678774..0000000
--- a/client/next.config.mjs
+++ /dev/null
@@ -1,4 +0,0 @@
-/** @type {import('next').NextConfig} */
-const nextConfig = {};
-
-export default nextConfig;
diff --git a/client/package-lock.json b/client/package-lock.json
deleted file mode 100644
index c831cb3..0000000
--- a/client/package-lock.json
+++ /dev/null
@@ -1,6873 +0,0 @@
-{
-  "name": "client",
-  "version": "0.1.0",
-  "lockfileVersion": 3,
-  "requires": true,
-  "packages": {
-    "": {
-      "name": "client",
-      "version": "0.1.0",
-      "dependencies": {
-        "@internationalized/date": "^3.5.6",
-        "@nextui-org/card": "^2.0.34",
-        "@nextui-org/date-picker": "^2.1.8",
-        "@nextui-org/divider": "^2.0.32",
-        "@nextui-org/image": "^2.0.32",
-        "axios": "^1.7.7",
-        "next": "^14.2.26",
-        "react": "^18",
-        "react-dom": "^18"
-      },
-      "devDependencies": {
-        "@types/node": "^20",
-        "@types/react": "^18",
-        "@types/react-dom": "^18",
-        "eslint": "^8",
-        "eslint-config-next": "14.2.15",
-        "postcss": "^8",
-        "tailwindcss": "^3.4.1",
-        "typescript": "^5"
-      }
-    },
-    "node_modules/@alloc/quick-lru": {
-      "version": "5.2.0",
-      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
-      "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=10"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/sindresorhus"
-      }
-    },
-    "node_modules/@eslint-community/eslint-utils": {
-      "version": "4.4.0",
-      "resolved": "https://registry.npmjs.org/@eslint-community/eslint-utils/-/eslint-utils-4.4.0.tgz",
-      "integrity": "sha512-1/sA4dwrzBAyeUoQ6oxahHKmrZvsnLCg4RfxW3ZFGGmQkSNQPFNLV9CUEFQP1x9EYXHTo5p6xdhZM1Ne9p/AfA==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "eslint-visitor-keys": "^3.3.0"
-      },
-      "engines": {
-        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
-      },
-      "peerDependencies": {
-        "eslint": "^6.0.0 || ^7.0.0 || >=8.0.0"
-      }
-    },
-    "node_modules/@eslint-community/regexpp": {
-      "version": "4.11.1",
-      "resolved": "https://registry.npmjs.org/@eslint-community/regexpp/-/regexpp-4.11.1.tgz",
-      "integrity": "sha512-m4DVN9ZqskZoLU5GlWZadwDnYo3vAEydiUayB9widCl9ffWx2IvPnp6n3on5rJmziJSw9Bv+Z3ChDVdMwXCY8Q==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": "^12.0.0 || ^14.0.0 || >=16.0.0"
-      }
-    },
-    "node_modules/@eslint/eslintrc": {
-      "version": "2.1.4",
-      "resolved": "https://registry.npmjs.org/@eslint/eslintrc/-/eslintrc-2.1.4.tgz",
-      "integrity": "sha512-269Z39MS6wVJtsoUl10L60WdkhJVdPG24Q4eZTH3nnF6lpvSShEK3wQjDX9JRWAUPvPh7COouPpU9IrqaZFvtQ==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "ajv": "^6.12.4",
-        "debug": "^4.3.2",
-        "espree": "^9.6.0",
-        "globals": "^13.19.0",
-        "ignore": "^5.2.0",
-        "import-fresh": "^3.2.1",
-        "js-yaml": "^4.1.0",
-        "minimatch": "^3.1.2",
-        "strip-json-comments": "^3.1.1"
-      },
-      "engines": {
-        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
-      },
-      "funding": {
-        "url": "https://opencollective.com/eslint"
-      }
-    },
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-      "resolved": "https://registry.npmjs.org/@eslint/js/-/js-8.57.1.tgz",
-      "integrity": "sha512-d9zaMRSTIKDLhctzH12MtXvJKSSUhaHcjV+2Z+GK+EEY7XKpP5yR4x+N3TAcHTcu963nIr+TMcCb4DBCYX1z6Q==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": "^12.22.0 || ^14.17.0 || >=16.0.0"
-      }
-    },
-    "node_modules/@formatjs/ecma402-abstract": {
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-      "resolved": "https://registry.npmjs.org/@formatjs/ecma402-abstract/-/ecma402-abstract-2.2.0.tgz",
-      "integrity": "sha512-IpM+ev1E4QLtstniOE29W1rqH9eTdx5hQdNL8pzrflMj/gogfaoONZqL83LUeQScHAvyMbpqP5C9MzNf+fFwhQ==",
-      "license": "MIT",
-      "dependencies": {
-        "@formatjs/fast-memoize": "2.2.1",
-        "@formatjs/intl-localematcher": "0.5.5",
-        "tslib": "^2.7.0"
-      }
-    },
-    "node_modules/@formatjs/fast-memoize": {
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-      "resolved": "https://registry.npmjs.org/@formatjs/fast-memoize/-/fast-memoize-2.2.1.tgz",
-      "integrity": "sha512-XS2RcOSyWxmUB7BUjj3mlPH0exsUzlf6QfhhijgI941WaJhVxXQ6mEWkdUFIdnKi3TuTYxRdelsgv3mjieIGIA==",
-      "license": "MIT",
-      "dependencies": {
-        "tslib": "^2.7.0"
-      }
-    },
-    "node_modules/@formatjs/icu-messageformat-parser": {
-      "version": "2.7.10",
-      "resolved": "https://registry.npmjs.org/@formatjs/icu-messageformat-parser/-/icu-messageformat-parser-2.7.10.tgz",
-      "integrity": "sha512-wlQfqCZ7PURkUNL2+8VTEFavPovtADU/isSKLFvDbdFmV7QPZIYqFMkhklaDYgMyLSBJa/h2MVQ2aFvoEJhxgg==",
-      "license": "MIT",
-      "dependencies": {
-        "@formatjs/ecma402-abstract": "2.2.0",
-        "@formatjs/icu-skeleton-parser": "1.8.4",
-        "tslib": "^2.7.0"
-      }
-    },
-    "node_modules/@formatjs/icu-skeleton-parser": {
-      "version": "1.8.4",
-      "resolved": "https://registry.npmjs.org/@formatjs/icu-skeleton-parser/-/icu-skeleton-parser-1.8.4.tgz",
-      "integrity": "sha512-LMQ1+Wk1QSzU4zpd5aSu7+w5oeYhupRwZnMQckLPRYhSjf2/8JWQ882BauY9NyHxs5igpuQIXZDgfkaH3PoATg==",
-      "license": "MIT",
-      "dependencies": {
-        "@formatjs/ecma402-abstract": "2.2.0",
-        "tslib": "^2.7.0"
-      }
-    },
-    "node_modules/@formatjs/intl-localematcher": {
-      "version": "0.5.5",
-      "resolved": "https://registry.npmjs.org/@formatjs/intl-localematcher/-/intl-localematcher-0.5.5.tgz",
-      "integrity": "sha512-t5tOGMgZ/i5+ALl2/offNqAQq/lfUnKLEw0mXQI4N4bqpedhrSE+fyKLpwnd22sK0dif6AV+ufQcTsKShB9J1g==",
-      "license": "MIT",
-      "dependencies": {
-        "tslib": "^2.7.0"
-      }
-    },
-    "node_modules/@humanwhocodes/config-array": {
-      "version": "0.13.0",
-      "resolved": "https://registry.npmjs.org/@humanwhocodes/config-array/-/config-array-0.13.0.tgz",
-      "integrity": "sha512-DZLEEqFWQFiyK6h5YIeynKx7JlvCYWL0cImfSRXZ9l4Sg2efkFGTuFf6vzXjK1cq6IYkU+Eg/JizXw+TD2vRNw==",
-      "deprecated": "Use @eslint/config-array instead",
-      "dev": true,
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@humanwhocodes/object-schema": "^2.0.3",
-        "debug": "^4.3.1",
-        "minimatch": "^3.0.5"
-      },
-      "engines": {
-        "node": ">=10.10.0"
-      }
-    },
-    "node_modules/@humanwhocodes/module-importer": {
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-      "resolved": "https://registry.npmjs.org/@humanwhocodes/module-importer/-/module-importer-1.0.1.tgz",
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-      "dev": true,
-      "license": "Apache-2.0",
-      "engines": {
-        "node": ">=12.22"
-      },
-      "funding": {
-        "type": "github",
-        "url": "https://github.com/sponsors/nzakas"
-      }
-    },
-    "node_modules/@humanwhocodes/object-schema": {
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-      "resolved": "https://registry.npmjs.org/@humanwhocodes/object-schema/-/object-schema-2.0.3.tgz",
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-      "deprecated": "Use @eslint/object-schema instead",
-      "dev": true,
-      "license": "BSD-3-Clause"
-    },
-    "node_modules/@internationalized/date": {
-      "version": "3.5.6",
-      "resolved": "https://registry.npmjs.org/@internationalized/date/-/date-3.5.6.tgz",
-      "integrity": "sha512-jLxQjefH9VI5P9UQuqB6qNKnvFt1Ky1TPIzHGsIlCi7sZZoMR8SdYbBGRvM0y+Jtb+ez4ieBzmiAUcpmPYpyOw==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@swc/helpers": "^0.5.0"
-      }
-    },
-    "node_modules/@internationalized/message": {
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-      "resolved": "https://registry.npmjs.org/@internationalized/message/-/message-3.1.5.tgz",
-      "integrity": "sha512-hjEpLKFlYA3m5apldLqzHqw531qqfOEq0HlTWdfyZmcloWiUbWsYXD6YTiUmQmOtarthzhdjCAwMVrB8a4E7uA==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@swc/helpers": "^0.5.0",
-        "intl-messageformat": "^10.1.0"
-      }
-    },
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-      "license": "Apache-2.0",
-      "dependencies": {
-        "@swc/helpers": "^0.5.0"
-      }
-    },
-    "node_modules/@internationalized/string": {
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-      "resolved": "https://registry.npmjs.org/@internationalized/string/-/string-3.2.4.tgz",
-      "integrity": "sha512-BcyadXPn89Ae190QGZGDUZPqxLj/xsP4U1Br1oSy8yfIjmpJ8cJtGYleaodqW/EmzFjwELtwDojLkf3FhV6SjA==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@swc/helpers": "^0.5.0"
-      }
-    },
-    "node_modules/@isaacs/cliui": {
-      "version": "8.0.2",
-      "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz",
-      "integrity": "sha512-O8jcjabXaleOG9DQ0+ARXWZBTfnP4WNAqzuiJK7ll44AmxGKv/J2M4TPjxjY3znBCfvBXFzucm1twdyFybFqEA==",
-      "license": "ISC",
-      "dependencies": {
-        "string-width": "^5.1.2",
-        "string-width-cjs": "npm:string-width@^4.2.0",
-        "strip-ansi": "^7.0.1",
-        "strip-ansi-cjs": "npm:strip-ansi@^6.0.1",
-        "wrap-ansi": "^8.1.0",
-        "wrap-ansi-cjs": "npm:wrap-ansi@^7.0.0"
-      },
-      "engines": {
-        "node": ">=12"
-      }
-    },
-    "node_modules/@isaacs/cliui/node_modules/ansi-regex": {
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-      "engines": {
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-      },
-      "funding": {
-        "url": "https://github.com/chalk/ansi-regex?sponsor=1"
-      }
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diff --git a/client/package.json b/client/package.json
deleted file mode 100644
index 976cd2c..0000000
--- a/client/package.json
+++ /dev/null
@@ -1,32 +0,0 @@
-{
-  "name": "client",
-  "version": "0.1.0",
-  "private": true,
-  "scripts": {
-    "dev": "next dev",
-    "build": "next build",
-    "start": "next start",
-    "lint": "next lint"
-  },
-  "dependencies": {
-    "@internationalized/date": "^3.5.6",
-    "@nextui-org/card": "^2.0.34",
-    "@nextui-org/date-picker": "^2.1.8",
-    "@nextui-org/divider": "^2.0.32",
-    "@nextui-org/image": "^2.0.32",
-    "axios": "^1.7.7",
-    "next": "^14.2.26",
-    "react": "^18",
-    "react-dom": "^18"
-  },
-  "devDependencies": {
-    "@types/node": "^20",
-    "@types/react": "^18",
-    "@types/react-dom": "^18",
-    "eslint": "^8",
-    "eslint-config-next": "14.2.15",
-    "postcss": "^8",
-    "tailwindcss": "^3.4.1",
-    "typescript": "^5"
-  }
-}
diff --git a/client/postcss.config.mjs b/client/postcss.config.mjs
deleted file mode 100644
index 1a69fd2..0000000
--- a/client/postcss.config.mjs
+++ /dev/null
@@ -1,8 +0,0 @@
-/** @type {import('postcss-load-config').Config} */
-const config = {
-  plugins: {
-    tailwindcss: {},
-  },
-};
-
-export default config;
diff --git a/client/public/baby.jpg b/client/public/baby.jpg
deleted file mode 100644
index 25443e8..0000000
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diff --git a/client/public/bar.jpg b/client/public/bar.jpg
deleted file mode 100644
index f5199ba..0000000
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diff --git a/client/public/beverages.jpg b/client/public/beverages.jpg
deleted file mode 100644
index 11b7128..0000000
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diff --git a/client/public/biscuit.jpg b/client/public/biscuit.jpg
deleted file mode 100644
index b9ba592..0000000
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diff --git a/client/public/bournvita.jpg b/client/public/bournvita.jpg
deleted file mode 100644
index fbd2358..0000000
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diff --git a/client/public/bread.jpg b/client/public/bread.jpg
deleted file mode 100644
index 3e35b9a..0000000
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diff --git a/client/public/chips.jpg b/client/public/chips.jpg
deleted file mode 100644
index 2fd104f..0000000
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diff --git a/client/public/chocolate.jpg b/client/public/chocolate.jpg
deleted file mode 100644
index 7b015d7..0000000
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diff --git a/client/public/image1.avif b/client/public/image1.avif
deleted file mode 100644
index f971bf4..0000000
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diff --git a/client/public/image2.jpg b/client/public/image2.jpg
deleted file mode 100644
index 45d8f6e..0000000
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diff --git a/client/public/museli.jpg b/client/public/museli.jpg
deleted file mode 100644
index f8b538f..0000000
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diff --git a/client/public/namkeen.jpg b/client/public/namkeen.jpg
deleted file mode 100644
index 06ffc61..0000000
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diff --git a/client/public/noodles.jpg b/client/public/noodles.jpg
deleted file mode 100644
index 90b0f19..0000000
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diff --git a/client/public/packetjuice.jpg b/client/public/packetjuice.jpg
deleted file mode 100644
index bc9185f..0000000
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diff --git a/client/public/peanut.jpg b/client/public/peanut.jpg
deleted file mode 100644
index 4a03514..0000000
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diff --git a/client/public/protein.jpg b/client/public/protein.jpg
deleted file mode 100644
index b645a14..0000000
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diff --git a/client/public/spread.jpg b/client/public/spread.jpg
deleted file mode 100644
index c364499..0000000
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diff --git a/client/public/user.png b/client/public/user.png
deleted file mode 100644
index 6744509..0000000
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diff --git a/client/tailwind.config.ts b/client/tailwind.config.ts
deleted file mode 100644
index d43da91..0000000
--- a/client/tailwind.config.ts
+++ /dev/null
@@ -1,19 +0,0 @@
-import type { Config } from "tailwindcss";
-
-const config: Config = {
-  content: [
-    "./pages/**/*.{js,ts,jsx,tsx,mdx}",
-    "./components/**/*.{js,ts,jsx,tsx,mdx}",
-    "./app/**/*.{js,ts,jsx,tsx,mdx}",
-  ],
-  theme: {
-    extend: {
-      colors: {
-        background: "var(--background)",
-        foreground: "var(--foreground)",
-      },
-    },
-  },
-  plugins: [],
-};
-export default config;
diff --git a/client/tsconfig.json b/client/tsconfig.json
deleted file mode 100644
index e7ff90f..0000000
--- a/client/tsconfig.json
+++ /dev/null
@@ -1,26 +0,0 @@
-{
-  "compilerOptions": {
-    "lib": ["dom", "dom.iterable", "esnext"],
-    "allowJs": true,
-    "skipLibCheck": true,
-    "strict": true,
-    "noEmit": true,
-    "esModuleInterop": true,
-    "module": "esnext",
-    "moduleResolution": "bundler",
-    "resolveJsonModule": true,
-    "isolatedModules": true,
-    "jsx": "preserve",
-    "incremental": true,
-    "plugins": [
-      {
-        "name": "next"
-      }
-    ],
-    "paths": {
-      "@/*": ["./*"]
-    }
-  },
-  "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
-  "exclude": ["node_modules"]
-}
diff --git a/data/Ingredients/ingredients_deepseek.csv b/data/Ingredients/ingredients_deepseek.csv
new file mode 100644
index 0000000..4f3efff
--- /dev/null
+++ b/data/Ingredients/ingredients_deepseek.csv
@@ -0,0 +1,100 @@
+Ingredient Name,Category,Nutritional Value,Processing Level,Health Impact,Regulatory Status,Final Quality Score
+Whole Wheat Flour,Natural,High,Minimally Processed,Positive,Approved,4.7
+High Fructose Corn Syrup,Sweetener,Low,Ultra-Processed,Negative,Approved,1.2
+Soy Lecithin,Additive,Medium,Processed,Neutral,Approved,3.1
+Palm Oil,Natural,Medium,Processed,Negative,Approved,2.3
+Monosodium Glutamate (MSG),Additive,Low,Ultra-Processed,Neutral,Approved,2.8
+Calcium Carbonate,Additive,Medium,Minimally Processed,Positive,Approved,4.0
+Artificial Vanilla Flavor,Additive,Low,Ultra-Processed,Neutral,Approved,2.5
+Whey Protein,Natural,High,Minimally Processed,Positive,Approved,4.5
+Partially Hydrogenated Oil,Processed,Low,Ultra-Processed,Negative,Restricted,0.5
+Maltodextrin,Sweetener,Low,Ultra-Processed,Neutral,Approved,2.0
+Oat Fiber,Natural,High,Minimally Processed,Positive,Approved,4.6
+Carrageenan,Additive,Low,Processed,Negative,Approved,1.8
+Cocoa Powder,Natural,High,Minimally Processed,Positive,Approved,4.4
+Sodium Nitrite,Preservative,Low,Ultra-Processed,Negative,Approved,1.5
+Malt Extract,Natural,Medium,Processed,Neutral,Approved,3.3
+Ascorbic Acid (Vitamin C),Additive,Medium,Processed,Positive,Approved,4.8
+TBHQ (Preservative),Preservative,Low,Ultra-Processed,Negative,Approved,0.8
+Dried Skim Milk,Natural,High,Processed,Positive,Approved,4.2
+Artificial Strawberry Flavor,Additive,Low,Ultra-Processed,Neutral,Approved,2.1
+Xanthan Gum,Additive,Medium,Processed,Neutral,Approved,3.0
+Soy Protein Isolate,Natural,High,Processed,Positive,Approved,4.1
+Annatto Color,Additive,Low,Processed,Neutral,Approved,2.9
+Inulin Fiber,Natural,High,Minimally Processed,Positive,Approved,4.3
+Potassium Sorbate,Preservative,Low,Processed,Neutral,Approved,2.7
+Corn Starch,Natural,Low,Processed,Neutral,Approved,3.2
+Guar Gum,Additive,Medium,Processed,Neutral,Approved,3.4
+Sucralose,Sweetener,Low,Ultra-Processed,Negative,Approved,1.7
+Dicalcium Phosphate,Additive,Medium,Processed,Positive,Approved,3.8
+Natural Butter Flavor,Additive,Low,Processed,Neutral,Approved,2.6
+Soybean Oil,Natural,Medium,Processed,Neutral,Approved,3.5
+Lecithin (Sunflower),Additive,Medium,Processed,Neutral,Approved,3.6
+Dextrose,Sweetener,Low,Ultra-Processed,Negative,Approved,1.4
+Rice Flour,Natural,Medium,Minimally Processed,Positive,Approved,4.0
+Sodium Alginate,Additive,Low,Processed,Neutral,Approved,2.8
+Citric Acid,Additive,Low,Processed,Neutral,Approved,3.1
+Milk Powder,Natural,High,Processed,Positive,Approved,4.4
+Acesulfame Potassium,Sweetener,Low,Ultra-Processed,Negative,Approved,1.3
+Gelatin,Natural,Medium,Processed,Neutral,Approved,3.5
+Yeast Extract,Natural,Medium,Processed,Positive,Approved,3.9
+Sodium Benzoate,Preservative,Low,Ultra-Processed,Negative,Approved,1.6
+Tapioca Starch,Natural,Low,Processed,Neutral,Approved,3.0
+Natural Cocoa Flavor,Additive,Low,Processed,Neutral,Approved,2.7
+Canola Oil,Natural,Medium,Processed,Neutral,Approved,3.4
+BHT (Preservative),Preservative,Low,Ultra-Processed,Negative,Approved,0.9
+Lactose,Sweetener,Low,Processed,Neutral,Approved,2.4
+Egg White Powder,Natural,High,Processed,Positive,Approved,4.3
+Silicon Dioxide,Additive,Low,Processed,Neutral,Approved,2.5
+Sodium Caseinate,Additive,Medium,Processed,Neutral,Approved,3.2
+Pea Protein,Natural,High,Processed,Positive,Approved,4.2
+Molasses,Sweetener,Medium,Minimally Processed,Positive,Approved,3.7
+Sodium Stearoyl Lactylate,Additive,Low,Ultra-Processed,Neutral,Approved,2.3
+Natural Caramel Color,Additive,Low,Processed,Neutral,Approved,2.8
+Glycerin,Sweetener,Low,Processed,Neutral,Approved,2.1
+Baking Soda,Additive,Low,Processed,Neutral,Approved,3.0
+Sunflower Oil,Natural,Medium,Processed,Neutral,Approved,3.6
+Mono- and Diglycerides,Additive,Low,Ultra-Processed,Negative,Approved,1.9
+Brown Rice Syrup,Sweetener,Medium,Processed,Neutral,Approved,3.1
+Natural Almond Flavor,Additive,Low,Processed,Neutral,Approved,2.9
+Sodium Bicarbonate,Additive,Low,Processed,Neutral,Approved,3.0
+Corn Syrup Solids,Sweetener,Low,Ultra-Processed,Negative,Approved,1.2
+Wheat Gluten,Natural,High,Processed,Positive,Approved,4.1
+Natural Coconut Flavor,Additive,Low,Processed,Neutral,Approved,2.7
+Sodium Citrate,Additive,Low,Processed,Neutral,Approved,2.8
+Natural Orange Flavor,Additive,Low,Processed,Neutral,Approved,2.9
+Rice Bran Oil,Natural,Medium,Processed,Positive,Approved,3.8
+Polysorbate 80,Additive,Low,Ultra-Processed,Negative,Approved,1.5
+Natural Lemon Flavor,Additive,Low,Processed,Neutral,Approved,2.9
+Sodium Saccharin,Sweetener,Low,Ultra-Processed,Negative,Approved,0.7
+Natural Raspberry Flavor,Additive,Low,Processed,Neutral,Approved,2.8
+Soy Flour,Natural,High,Processed,Positive,Approved,4.0
+Natural Banana Flavor,Additive,Low,Processed,Neutral,Approved,2.7
+Sodium Erythorbate,Preservative,Low,Ultra-Processed,Negative,Approved,1.4
+Natural Peanut Flavor,Additive,Low,Processed,Neutral,Approved,2.9
+Sodium Phosphate,Additive,Low,Ultra-Processed,Negative,Approved,1.6
+Natural Maple Flavor,Additive,Low,Processed,Neutral,Approved,2.8
+Sodium Aluminum Phosphate,Additive,Low,Ultra-Processed,Negative,Approved,1.1
+Natural Coffee Flavor,Additive,Low,Processed,Neutral,Approved,2.9
+Sodium Hexametaphosphate,Additive,Low,Ultra-Processed,Negative,Approved,1.0
+Natural Carrot Flavor,Additive,Low,Processed,Neutral,Approved,2.7
+Sodium Metabisulfite,Preservative,Low,Ultra-Processed,Negative,Approved,1.2
+Natural Ginger Flavor,Additive,Low,Processed,Neutral,Approved,2.9
+Sodium Nitrate,Preservative,Low,Ultra-Processed,Negative,Approved,0.8
+Natural Mint Flavor,Additive,Low,Processed,Neutral,Approved,2.8
+Sodium Sulfite,Preservative,Low,Ultra-Processed,Negative,Approved,1.0
+Natural Cherry Flavor,Additive,Low,Processed,Neutral,Approved,2.7
+Sodium Tripolyphosphate,Additive,Low,Ultra-Processed,Negative,Approved,0.9
+Natural Blueberry Flavor,Additive,Low,Processed,Neutral,Approved,2.9
+Soy Sauce Powder,Natural,Medium,Processed,Neutral,Approved,3.3
+Natural Cinnamon Flavor,Additive,Low,Processed,Neutral,Approved,2.8
+Hydrolyzed Vegetable Protein,Additive,Medium,Ultra-Processed,Negative,Approved,1.8
+Natural Honey Flavor,Additive,Low,Processed,Neutral,Approved,2.7
+Maltitol,Sweetener,Low,Ultra-Processed,Negative,Approved,1.5
+Natural Vanilla Extract,Additive,Low,Processed,Positive,Approved,3.5
+Sorbitol,Sweetener,Low,Ultra-Processed,Negative,Approved,1.4
+Natural Apple Flavor,Additive,Low,Processed,Neutral,Approved,2.8
+Xylitol,Sweetener,Low,Ultra-Processed,Neutral,Approved,2.5
+Natural Peach Flavor,Additive,Low,Processed,Neutral,Approved,2.7
+Erythritol,Sweetener,Low,Ultra-Processed,Neutral,Approved,2.6
+Natural Pear Flavor,Additive,Low,Processed,Neutral,Approved,2.8
\ No newline at end of file
diff --git a/data/MongoData/accounts/food-stat.accounts.json b/data/MongoData/accounts/food-stat.accounts.json
new file mode 100644
index 0000000..db45a45
--- /dev/null
+++ b/data/MongoData/accounts/food-stat.accounts.json
@@ -0,0 +1,51 @@
+[{
+  "_id": {
+    "$oid": "670ec2211f7e814a2988fd1b"
+  },
+  "username": "user",
+  "password": "pass",
+  "profiles": [
+    "670ec22a1f7e814a2988fd1d",
+    "670ec22a1f7e814a2988fd1e",
+    "670ec22a1f7e814a2988fd1f"
+  ],
+  "default_profile_id": null
+},
+{
+  "_id": {
+    "$oid": "67f3f2fe3c594e9297d4616d"
+  },
+  "username": "admin",
+  "password": "admin"
+},
+{
+  "_id": {
+    "$oid": "67f3fefc991752bb25fad3a9"
+  },
+  "username": "wasd",
+  "password": "wasd"
+},
+{
+  "_id": {
+    "$oid": "67f40b1bbb8d7822d5d2cd2b"
+  },
+  "username": "admin",
+  "password": "admin",
+  "profiles": [
+    {
+      "$oid": "67f40b25bb8d7822d5d2cd2e"
+    }
+  ]
+},
+{
+  "_id": {
+    "$oid": "67f40b1dbb8d7822d5d2cd2c"
+  },
+  "username": "admin",
+  "password": "admin",
+  "profiles": [
+    {
+      "$oid": "67f40b1ebb8d7822d5d2cd2d"
+    }
+  ]
+}]
\ No newline at end of file
diff --git a/data/MongoData/categories/food-stat.categories.json b/data/MongoData/categories/food-stat.categories.json
new file mode 100644
index 0000000..8838a46
--- /dev/null
+++ b/data/MongoData/categories/food-stat.categories.json
@@ -0,0 +1,87 @@
+[
+    {
+      "_id": "NAMKEEN",
+      "image_url": "https://media.gettyimages.com/id/84594668/photo/high-angle-view-of-various-type-of-snacks-in-bowls.jpg?s=612x612&w=gi&k=20&c=jjyJty-ZVXTAERQsPwVaxZ-B4fNrw_pKyR_WYBDbNRQ="
+    },
+    {
+      "_id": "BREAKFAST-ITEMS",
+      "image_url": "https://cdn.zeebiz.com/sites/default/files/2018/05/09/37648-nestle-india-official-website.jpg"
+    },
+    {
+      "_id": "BISCUIT",
+      "image_url": "https://as1.ftcdn.net/v2/jpg/00/09/65/58/1000_F_9655832_CaCWV2cCdn3ALnElzFKqDqUuWlZOGHhJ.jpg"
+    },
+    {
+      "_id": "BEVERAGES",
+      "image_url": "https://as2.ftcdn.net/v2/jpg/10/88/35/77/1000_F_1088357767_g93uTbKtafjQ1QLvW7AD5DMP6xfPITMJ.jpg"
+    },
+    {
+      "_id": "PASTA",
+      "image_url": "https://as1.ftcdn.net/v2/jpg/00/61/17/16/1000_F_61171626_ddpb91axm60GMM9gpRtO5CaOkhPM6EtZ.jpg"
+    },
+    {
+      "_id": "CHIPS",
+      "image_url": "https://as1.ftcdn.net/v2/jpg/09/59/37/98/1000_F_959379855_xG50ZFkF0lJTYvOLebDsr6R7OmGYsomk.webp"
+    },
+    {
+      "_id": "BREAD",
+      "image_url": "https://as1.ftcdn.net/v2/jpg/02/45/23/00/1000_F_245230028_DxzwLLdNZMGxfx3G0ryFrX0XpAdi6qpA.jpg"
+    },
+    {
+      "_id": "MISCELLANEOUS",
+      "image_url": "https://as2.ftcdn.net/v2/jpg/12/61/30/95/1000_F_1261309521_cJBjnEvyHqx42Aly6g0hjPHGKq3zYz9U.jpg"
+    },
+    {
+      "_id": "NUTS-SEEDS-DRIED-FRUIT",
+      "image_url": "https://media.istockphoto.com/id/639201332/photo/composition-with-dried-fruits-and-assorted-nuts.jpg?s=2048x2048&w=is&k=20&c=wcB7lrbA891FzZYcSTpEQT-_hUGfpWLT3jn0BOX41CI="
+    },
+    {
+      "_id": "PROTEIN-BAR",
+      "image_url": "https://media.istockphoto.com/id/1363848757/photo/energy-granola-bars-with-different-seeds-nuts-and-dried-fruits-and-berries-on-white-marble.jpg?s=2048x2048&w=is&k=20&c=VMTq620yycX7_88Cnw8OJ-_-ReMcLXhH5WPZ3zthyCk="
+    },
+    {
+      "_id": "SWEETS",
+      "image_url": "https://media.istockphoto.com/id/1490797933/photo/tasty-colorful-jelly-candies-as-background-above-view.jpg?s=2048x2048&w=is&k=20&c=m7zC4JSPiUZw5NIE2GKq4z5TsO6NJSBE0UY1kAnWarY="
+    },
+    {
+      "_id": "PROTEIN-POWDER",
+      "image_url": "https://media.istockphoto.com/id/1015345458/photo/protein-powder.jpg?s=2048x2048&w=is&k=20&c=S9TjTqUvJawCRklLNOGsYnmNTxzx-PYUAeyAyvgwuj0="
+    },
+    {
+      "_id": "INSTANT-NOODLES",
+      "image_url": "https://media.istockphoto.com/id/1220528900/photo/raw-dried-instant-noodles-on-a-brown-background-pasta-for-the-preparation-of-which-it-is.jpg?s=2048x2048&w=is&k=20&c=Es-kbl_Gj1kzFPCZ08-pojZJYGPXdhunoPPZ19KGYE4="
+    },
+    {
+      "_id": "MEAT/SEAFOOD",
+      "image_url": "https://as1.ftcdn.net/v2/jpg/02/10/29/88/1000_F_210298850_bq1n7Y7bhlAu5AxeVEak6QDvIyXo8qqZ.jpg"
+    },
+    {
+      "_id": "BREAKFAST-SPREADS",
+      "image_url": "https://media.istockphoto.com/id/687519892/photo/woman-hand-spreading-butter-on-sliced-bread.jpg?s=2048x2048&w=is&k=20&c=f20k_tRRxKG1HGwL9X80xf9mQfOaqQ9PbYr3NIMezj4="
+    },
+    {
+      "_id": "SAUCE/CONDIMENT/PICKLE",
+      "image_url": "https://as1.ftcdn.net/v2/jpg/01/81/91/02/1000_F_181910232_SnxIJ08vc9YYUk4wpGZ2nVAZIVsp4CeN.jpg"
+    },
+    {
+      "_id": "MILK-FLAVOURING",
+      "image_url": "https://as1.ftcdn.net/v2/jpg/11/05/62/20/1000_F_1105622022_mHo3GptPAZbhhhjEVO0TzSQCG4WYKIUZ.jpg"
+    },
+    {
+      "_id": "HEALTH-SUPPLEMENT",
+      "image_url": "https://as2.ftcdn.net/v2/jpg/10/25/93/09/1000_F_1025930905_Gb9Afl9UfpO1VHObOQkDEnWgkBwQKqiN.jpg"
+    },
+    {
+      "_id": "DAIRY",
+      "image_url": "https://images.unsplash.com/photo-1523473827533-2a64d0d36748?q=80&w=2080&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D"
+    },
+    {
+      "_id": "PANEER",
+      "image_url": "https://t4.ftcdn.net/jpg/06/32/64/95/360_F_632649552_4Gi6jOlnbDllG1qyjKo53lzdFDJNDfhq.jpg"
+    },
+    {
+      "_id": "BABY-FOOD",
+      "image_url": "https://images.unsplash.com/photo-1544829832-c8047d6b9d89?q=80&w=2070&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D"
+    }
+  ]
+  
\ No newline at end of file
diff --git a/data/MongoData/food_items/GenAIData/Data_with_barcodes.json b/data/MongoData/food_items/GenAIData/Data_with_barcodes.json
new file mode 100644
index 0000000..ac42709
--- /dev/null
+++ b/data/MongoData/food_items/GenAIData/Data_with_barcodes.json
@@ -0,0 +1,15198 @@
+[
+  {
+    "item_category": "NAMKEEN",
+    "item_name": "Salted Peanuts - Panjwani",
+    "ingredients": [
+      "Peanuts",
+      "Salt",
+      "Vegetable Oil"
+    ],
+    "allergy_info": [
+      "nuts",
+      "Peanuts"
+    ],
+    "nutrition": {
+      "energy": "609",
+      "protein": "0",
+      "carbohydrate": "28.26",
+      "total_fat": "47.78",
+      "total_sugars": "7.26",
+      "added_sugars": "N/A",
+      "saturated_fat": "7.86",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 3.0,
+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8907011324908"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Masala oats - Soffola",
+    "ingredients": [
+      "Oats",
+      "Spices and Condiments (Onion, Garlic, Coriander, Turmeric, Chilli, Cumin)",
+      "Salt",
+      "Sugar",
+      "Vegetable Oil",
+      "Dehydrated Vegetables (Carrot, Peas)",
+      "Hydrolyzed Vegetable Protein (Soya)",
+      "Flavour Enhancer (E627, E631)"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)",
+      "Soya"
+    ],
+    "nutrition": {
+      "energy": "133",
+      "protein": "2.8",
+      "carbohydrate": "23.8",
+      "total_fat": "3",
+      "total_sugars": "2.4",
+      "added_sugars": "N/A",
+      "saturated_fat": "0.04",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 3.0,
+    "HEALTH_IMPACT_RATING": 3.0,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8905451077637"
+  },
+  {
+    "item_category": "NAMKEEN",
+    "item_name": "Kai Murruku - Anna bytes",
+    "ingredients": [
+      "Rice Flour",
+      "Urad Dal Flour",
+      "Butter",
+      "Salt",
+      "Asafoetida",
+      "Cumin Seeds",
+      "Vegetable Oil"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "May contain traces of nuts"
+    ],
+    "nutrition": {
+      "energy": "533",
+      "protein": "10",
+      "carbohydrate": "56.667",
+      "total_fat": "30",
+      "total_sugars": "1.667",
+      "added_sugars": "N/A",
+      "saturated_fat": "9.333",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 2.5,
+    "HEALTH_IMPACT_RATING": 1.5,
+    "NUTRITIONAL_CONTENT_RATING": 1.5,
+    "barcode": "8908252869357"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Parle G - 55",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil",
+      "Invert Sugar Syrup",
+      "Leavening Agents (Ammonium Bicarbonate, Sodium Bicarbonate)",
+      "Salt",
+      "Milk Solids",
+      "Emulsifiers (Soy Lecithin, Diacetyl Tartaric Acid Esters of Mono- and Diglycerides)",
+      "Artificial Flavour (Milk, Vanilla)"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)",
+      "Dairy (Milk Solids)",
+      "Soya (Soy Lecithin)"
+    ],
+    "nutrition": {
+      "energy": "454",
+      "protein": "6.9",
+      "carbohydrate": "77.3",
+      "total_fat": "13",
+      "total_sugars": "25.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "6",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8902649252142"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Yummy - Anmol - 35",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil",
+      "Milk Solids",
+      "Corn Starch",
+      "Salt",
+      "Leavening Agents (Sodium Bicarbonate, Ammonium Bicarbonate)",
+      "Emulsifier (Soy Lecithin)",
+      "Artificial Flavours (Vanilla, Milk)"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)",
+      "Dairy (Milk Solids)",
+      "Soya (Soy Lecithin)"
+    ],
+    "nutrition": {
+      "energy": "474",
+      "protein": "6.27",
+      "carbohydrate": "74.47",
+      "total_fat": "16.89",
+      "total_sugars": "29.6",
+      "added_sugars": "N/A",
+      "saturated_fat": "8.81",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8905823729935"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "White Toast - Innlay Bakery",
+    "ingredients": [
+      "Wheat Flour (Maida)",
+      "Sugar",
+      "Vegetable Oil",
+      "Yeast",
+      "Salt",
+      "Milk Solids",
+      "Emulsifiers",
+      "Preservatives"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)",
+      "Dairy (Milk Solids)",
+      "May contain Soya"
+    ],
+    "nutrition": {
+      "energy": "402",
+      "protein": "11.905",
+      "carbohydrate": "83.333",
+      "total_fat": "2.381",
+      "total_sugars": "91.667",
+      "added_sugars": "N/A",
+      "saturated_fat": "3.571",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8907317355095"
+  },
+  {
+    "item_category": "BEVERAGES",
+    "item_name": "Strawberry milk - SHATTO",
+    "ingredients": [
+      "Milk",
+      "Sugar",
+      "Strawberry Pulp/Concentrate",
+      "Stabilizers",
+      "Acidity Regulator",
+      "Natural and Artificial Flavours (Strawberry)",
+      "Colour (E124)"
+    ],
+    "allergy_info": [
+      "Dairy (Milk)"
+    ],
+    "nutrition": {
+      "energy": "360",
+      "protein": "12",
+      "carbohydrate": "46",
+      "total_fat": "13",
+      "total_sugars": "30",
+      "added_sugars": "N/A",
+      "saturated_fat": "8",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 2.0,
+    "HEALTH_IMPACT_RATING": 1.5,
+    "NUTRITIONAL_CONTENT_RATING": 1.5,
+    "barcode": "8901858041127"
+  },
+  {
+    "item_category": "PASTA",
+    "item_name": "Spaghetti - Lubella",
+    "ingredients": [
+      "Durum Wheat Semolina",
+      "Water"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)"
+    ],
+    "nutrition": {
+      "energy": "351",
+      "protein": "13",
+      "carbohydrate": "70",
+      "total_fat": "1.4",
+      "total_sugars": "4.2",
+      "added_sugars": "N/A",
+      "saturated_fat": "0.4",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 4.0,
+    "HEALTH_IMPACT_RATING": 3.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.5,
+    "barcode": "8909937163746"
+  },
+  {
+    "item_category": "CHIPS",
+    "item_name": "Taka tak - 100",
+    "ingredients": [
+      "Rice Meal",
+      "Corn Meal",
+      "Gram Meal",
+      "Vegetable Oil",
+      "Spices and Condiments (Tomato Powder, Onion Powder, Garlic Powder, Chilli Powder, Cumin Powder)",
+      "Salt",
+      "Sugar",
+      "Acidity Regulator (E330)",
+      "Flavour Enhancers (E627, E631)"
+    ],
+    "allergy_info": [
+      "May contain Gluten",
+      "May contain Soya"
+    ],
+    "nutrition": {
+      "energy": "543",
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+      "Skim Milk",
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+      "Liquid Glucose",
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+      "Emulsifiers",
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+      "Coconut"
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+      "Cocoa Powder (if chocolate flavour)",
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+      "Vitamins",
+      "Minerals"
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+      "May contain Soya"
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+      "Seasoning Oil (Vegetable Oil, Spices)"
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+      "Soya"
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+      "Cocoa Powder",
+      "Fructose Syrup",
+      "Corn Starch",
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+      "Emulsifier (Soy Lecithin)",
+      "Artificial Flavour (Vanillin)"
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+      "Soya (Soy Lecithin)"
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+  {
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+      "Sugar",
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+      "Cocoa Powder",
+      "Fructose Syrup",
+      "Corn Starch",
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+      "Artificial Flavour (Vanillin)"
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+      "Dates",
+      "Protein Blend (Whey Protein Isolate/Concentrate)",
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+      "Dairy (Whey)",
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+      "May contain Soya"
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+      "Wheat Starch",
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+      "Salt",
+      "Sorbitol",
+      "Crab Extract",
+      "Crab Flavour",
+      "Egg White",
+      "Soy Protein",
+      "Color (Carmine, Paprika Oleoresin)"
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+    "allergy_info": [
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+      "Gluten (Wheat)",
+      "Crustaceans",
+      "Egg",
+      "Soya"
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+      "Organic Lime Juice Concentrate",
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+      "Yogurt",
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+      "Salt",
+      "Yeast/Leavening Agent",
+      "Vegetable Oil"
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+      "Dairy (Yogurt, Milk Solids)"
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+      "Corn Flour",
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+      "Vegetable Oil",
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+      "Iodized Salt",
+      "Vitamins",
+      "Minerals",
+      "Antioxidant (INS 320)"
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+      "Dairy (Milk Solids)",
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+      "protein": "17",
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+    "item_category": "NUTS-SEEDS-DRIED-FRUIT",
+    "item_name": "Nuts Mix",
+    "ingredients": [
+      "Almonds",
+      "Vegetable Oil",
+      "Salt"
+    ],
+    "allergy_info": [
+      "nuts (Almonds)"
+    ],
+    "nutrition": {
+      "energy": "758",
+      "protein": "17.2",
+      "carbohydrate": "8.97",
+      "total_fat": "71.7",
+      "total_sugars": "0",
+      "added_sugars": "N/A",
+      "saturated_fat": "16.6",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 3.5,
+    "HEALTH_IMPACT_RATING": 3.0,
+    "NUTRITIONAL_CONTENT_RATING": 3.5,
+    "barcode": "8903245072769"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Nan Khatai",
+    "ingredients": [
+      "Refined Wheat Flour (Maida)",
+      "Sugar",
+      "Ghee/Vegetable Shortening",
+      "Semolina (Suji)",
+      "Gram Flour (Besan)",
+      "Cardamom Powder",
+      "Baking Powder",
+      "Nuts (Pistachios, Almonds - for garnish)"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat, Semolina)",
+      "Dairy",
+      "nuts (Pistachios, Almonds)"
+    ],
+    "nutrition": {
+      "energy": "89",
+      "protein": "1",
+      "carbohydrate": "11",
+      "total_fat": "4.5",
+      "total_sugars": "4",
+      "added_sugars": "N/A",
+      "saturated_fat": "1",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 2.0,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8907320590483"
+  },
+  {
+    "item_category": "INSTANT-NOODLES",
+    "item_name": "Yippee - 420",
+    "ingredients": [
+      "Noodles (Wheat Flour, Vegetable Oil, Salt, Stabilizers)",
+      "Masala Mix (Spices and Condiments, Salt, Sugar, Dehydrated Vegetables, Hydrolyzed Vegetable Protein (Soya), Flavour Enhancers, Acidity Regulator)"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)",
+      "Soya"
+    ],
+    "nutrition": {
+      "energy": "468",
+      "protein": "9",
+      "carbohydrate": "62.6",
+      "total_fat": "20.1",
+      "total_sugars": "3",
+      "added_sugars": "N/A",
+      "saturated_fat": "10.7",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.0,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8903011642936"
+  },
+  {
+    "item_category": "NUTS-SEEDS-DRIED-FRUIT",
+    "item_name": "Blueberries",
+    "ingredients": [
+      "Dried Blueberries",
+      "Sugar (often added)",
+      "Sunflower Oil (sometimes added as anti-clumping agent)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "347",
+      "protein": "2.333",
+      "carbohydrate": "82.667",
+      "total_fat": "0",
+      "total_sugars": "43.333",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 3.0,
+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 2.0,
+    "barcode": "8902539477914"
+  },
+  {
+    "item_category": "BEVERAGES",
+    "item_name": "Yop!",
+    "ingredients": [
+      "Milk",
+      "Sugar",
+      "Fruit Puree/Concentrate",
+      "Modified Corn Starch",
+      "Milk Protein Concentrate",
+      "Bacterial Cultures",
+      "Natural Flavour",
+      "Vitamin D3"
+    ],
+    "allergy_info": [
+      "Dairy (Milk)"
+    ],
+    "nutrition": {
+      "energy": "79",
+      "protein": "2.8",
+      "carbohydrate": "12.4",
+      "total_fat": "1.3",
+      "total_sugars": "11",
+      "added_sugars": "N/A",
+      "saturated_fat": "1",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 2.5,
+    "HEALTH_IMPACT_RATING": 2.0,
+    "NUTRITIONAL_CONTENT_RATING": 2.0,
+    "barcode": "8902152498921"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Marie GOLD - Britannia - 300",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil",
+      "Milk Solids",
+      "Invert Sugar Syrup",
+      "Salt",
+      "Leavening Agents",
+      "Emulsifiers",
+      "Vitamins",
+      "Artificial Flavour (Vanilla)"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)",
+      "Dairy (Milk Solids)",
+      "May contain Soya"
+    ],
+    "nutrition": {
+      "energy": "10",
+      "protein": "8",
+      "carbohydrate": "77",
+      "total_fat": "12",
+      "total_sugars": "22",
+      "added_sugars": "N/A",
+      "saturated_fat": "5.5",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 2.0,
+    "HEALTH_IMPACT_RATING": 1.5,
+    "NUTRITIONAL_CONTENT_RATING": 1.5,
+    "barcode": "8904169866229"
+  },
+  {
+    "item_category": "PASTA",
+    "item_name": "Raviolis aux tomates confites et romarain - Saint-Jean",
+    "ingredients": [
+      "Pasta Dough (Durum Wheat Semolina, Eggs, Water)",
+      "Filling (Ricotta Cheese, Sun-Dried Tomatoes, Breadcrumbs, Parmesan Cheese, Rosemary, Salt, Pepper, Vegetable Oil)"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)",
+      "Egg",
+      "Dairy"
+    ],
+    "nutrition": {
+      "energy": "272",
+      "protein": "9.8",
+      "carbohydrate": "41",
+      "total_fat": "7.1",
+      "total_sugars": "3.6",
+      "added_sugars": "N/A",
+      "saturated_fat": "2.4",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 3.0,
+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 2.5,
+    "barcode": "8903355816093"
+  },
+  {
+    "item_category": "MISCELLANEOUS",
+    "item_name": "veggiee fingers - McCain - 175",
+    "ingredients": [
+      "Vegetables (Potatoes, Carrots, Peas)",
+      "Breadcrumbs (Wheat Flour, Salt, Yeast)",
+      "Vegetable Oil",
+      "Corn Flour",
+      "Spices",
+      "Salt"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)"
+    ],
+    "nutrition": {
+      "energy": "181",
+      "protein": "3.06",
+      "carbohydrate": "24.6",
+      "total_fat": "7.01",
+      "total_sugars": "0",
+      "added_sugars": "N/A",
+      "saturated_fat": "3.27",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 2.5,
+    "HEALTH_IMPACT_RATING": 2.0,
+    "NUTRITIONAL_CONTENT_RATING": 2.0,
+    "barcode": "8900080158900"
+  },
+  {
+    "item_category": "NUTS-SEEDS-DRIED-FRUIT",
+    "item_name": "mamra almonds - K.B.B Nuts Pvt. Ltd. - 250",
+    "ingredients": [
+      "Mamra Almonds"
+    ],
+    "allergy_info": [
+      "nuts (Almonds)"
+    ],
+    "nutrition": {
+      "energy": "575",
+      "protein": "21.2",
+      "carbohydrate": "21.7",
+      "total_fat": "49.4",
+      "total_sugars": "3.9",
+      "added_sugars": "N/A",
+      "saturated_fat": "3.7",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 5.0,
+    "HEALTH_IMPACT_RATING": 5.0,
+    "NUTRITIONAL_CONTENT_RATING": 5.0,
+    "barcode": "8901051493495"
+  },
+  {
+    "item_category": "MISCELLANEOUS",
+    "item_name": "mom chinese fried rice - alimento agro - 87",
+    "ingredients": [
+      "Dehydrated Rice",
+      "Dehydrated Vegetables (Carrot, Cabbage, Bell Pepper, Beans)",
+      "Vegetable Oil",
+      "Salt",
+      "Sugar",
+      "Soy Sauce Powder",
+      "Spices (Ginger, Garlic)",
+      "Flavour Enhancers",
+      "Acidity Regulator"
+    ],
+    "allergy_info": [
+      "Soya",
+      "May contain Gluten"
+    ],
+    "nutrition": {
+      "energy": "387",
+      "protein": "9.2",
+      "carbohydrate": "57.5",
+      "total_fat": "13.8",
+      "total_sugars": "4.6",
+      "added_sugars": "N/A",
+      "saturated_fat": "2.3",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.5,
+    "NUTRITIONAL_CONTENT_RATING": 1.5,
+    "barcode": "8905797161342"
+  },
+  {
+    "item_category": "SAUCE/CONDIMENT/PICKLE",
+    "item_name": "Tarmarind Sauce - nestle - 90",
+    "ingredients": [
+      "Water",
+      "Sugar",
+      "Tamarind Pulp",
+      "Salt",
+      "Spices (Cumin, Ginger, Chilli)",
+      "Modified Starch",
+      "Acidity Regulator (Acetic Acid)",
+      "Preservative (Sodium Benzoate)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "177",
+      "protein": "0.6",
+      "carbohydrate": "43.6",
+      "total_fat": "0",
+      "total_sugars": "42.1",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 0.5,
+    "barcode": "8903696966631"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Black Bourbon",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil (Palm)",
+      "Cocoa Solids",
+      "Milk Solids",
+      "Invert Sugar Syrup",
+      "Leavening Agents",
+      "Salt",
+      "Emulsifier (Soy Lecithin)",
+      "Artificial Flavour (Chocolate)"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)",
+      "Dairy (Milk Solids)",
+      "Soya (Soy Lecithin)"
+    ],
+    "nutrition": {
+      "energy": "470",
+      "protein": "5.2",
+      "carbohydrate": "75.8",
+      "total_fat": "16.2",
+      "total_sugars": "42.8",
+      "added_sugars": "N/A",
+      "saturated_fat": "7.6",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8904276689902"
+  },
+  {
+    "item_category": "SAUCE/CONDIMENT/PICKLE",
+    "item_name": "Ginger garlic paste",
+    "ingredients": [
+      "Ginger",
+      "Garlic",
+      "Water",
+      "Salt",
+      "Acidity Regulator (Citric Acid)",
+      "Preservative (Sodium Benzoate)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "72",
+      "protein": "2",
+      "carbohydrate": "16",
+      "total_fat": "0",
+      "total_sugars": "1",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 3.0,
+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 2.0,
+    "barcode": "8904799934213"
+  },
+  {
+    "item_category": "BREAKFAST-SPREADS",
+    "item_name": "Raspberry preserve",
+    "ingredients": [
+      "Raspberries",
+      "Sugar",
+      "Pectin",
+      "Citric Acid"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "259",
+      "protein": "0.7",
+      "carbohydrate": "65",
+      "total_fat": "0.1",
+      "total_sugars": "62",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 2.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 0.5,
+    "barcode": "8903739367654"
+  },
+  {
+    "item_category": "SAUCE/CONDIMENT/PICKLE",
+    "item_name": "Dill tzatziki - 150",
+    "ingredients": [
+      "Yogurt (Milk, Cultures)",
+      "Cucumber",
+      "Garlic",
+      "Dill",
+      "Olive Oil",
+      "Salt",
+      "Lemon Juice/Vinegar"
+    ],
+    "allergy_info": [
+      "Dairy (Yogurt)"
+    ],
+    "nutrition": {
+      "energy": "118",
+      "protein": "8.9",
+      "carbohydrate": "6.1",
+      "total_fat": "6.4",
+      "total_sugars": "2.62",
+      "added_sugars": "N/A",
+      "saturated_fat": "4.29",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 4.0,
+    "HEALTH_IMPACT_RATING": 3.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.5,
+    "barcode": "8900821135436"
+  },
+  {
+    "item_category": "BEVERAGES",
+    "item_name": "Tropicana Mixed Fruit Juice",
+    "ingredients": [
+      "Water",
+      "Mixed Fruit Juice Concentrate (Apple, Orange, Pineapple, Mango, Banana)",
+      "Sugar",
+      "Acidity Regulator (Citric Acid)",
+      "Stabilizer",
+      "Preservatives",
+      "Natural Flavours"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "59",
+      "protein": "0",
+      "carbohydrate": "74",
+      "total_fat": "0",
+      "total_sugars": "70",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8903307759805"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Dark Fantasy",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil",
+      "Chocolate Filling (Sugar, Vegetable Oil, Cocoa Solids, Milk Solids, Emulsifier (Soy Lecithin))",
+      "Cocoa Solids",
+      "Invert Sugar Syrup",
+      "Leavening Agents",
+      "Salt",
+      "Emulsifier (Soy Lecithin)",
+      "Artificial Flavours (Chocolate, Vanilla)"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)",
+      "Dairy (Milk Solids)",
+      "Soya (Soy Lecithin)"
+    ],
+    "nutrition": {
+      "energy": "52",
+      "protein": "4",
+      "carbohydrate": "80",
+      "total_fat": "12",
+      "total_sugars": "79",
+      "added_sugars": "N/A",
+      "saturated_fat": "3",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8903047631256"
+  },
+  {
+    "item_category": "BEVERAGES",
+    "item_name": "Fresca Lime",
+    "ingredients": [
+      "Carbonated Water",
+      "Sugar/Sweeteners",
+      "Lime Juice Concentrate",
+      "Citric Acid",
+      "Natural Flavours",
+      "Preservatives (Sodium Benzoate)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "66",
+      "protein": "0.52",
+      "carbohydrate": "15.8",
+      "total_fat": "0",
+      "total_sugars": "0",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.0,
+    "HEALTH_IMPACT_RATING": 0.5,
+    "NUTRITIONAL_CONTENT_RATING": 0.5,
+    "barcode": "8904011980202"
+  },
+  {
+    "item_category": "CHIPS",
+    "item_name": "Takatak Baked Chilli Cheese - Haldiram's",
+    "ingredients": [
+      "Rice Meal",
+      "Corn Meal",
+      "Gram Meal",
+      "Vegetable Oil",
+      "Seasoning (Cheese Powder, Chilli Powder, Salt, Sugar, Onion Powder, Garlic Powder, Spices)",
+      "Milk Solids",
+      "Acidity Regulator",
+      "Flavour Enhancers"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "May contain Gluten",
+      "May contain Soya"
+    ],
+    "nutrition": {
+      "energy": "469",
+      "protein": "7",
+      "carbohydrate": "71",
+      "total_fat": "17.5",
+      "total_sugars": "3.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "8",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8907835927286"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Britannia Treat",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil",
+      "Cream Filling (Sugar, Vegetable Oil, Milk Solids, Emulsifier (Soy Lecithin), Artificial Flavour)",
+      "Milk Solids",
+      "Corn Starch",
+      "Leavening Agents",
+      "Salt",
+      "Emulsifier (Soy Lecithin)",
+      "Artificial Flavours"
+    ],
+    "allergy_info": [
+      "Gluten (Wheat)",
+      "Dairy (Milk Solids)",
+      "Soya (Soy Lecithin)"
+    ],
+    "nutrition": {
+      "energy": "492",
+      "protein": "5",
+      "carbohydrate": "73",
+      "total_fat": "20",
+      "total_sugars": "36.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "12",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.0,
+    "HEALTH_IMPACT_RATING": 0.5,
+    "NUTRITIONAL_CONTENT_RATING": 0.5,
+    "barcode": "8906080878015"
+  },
+  {
+    "item_category": "NUTS-SEEDS-DRIED-FRUIT",
+    "item_name": "Nutriplato Roasted 5 Seeds Blend - 300",
+    "ingredients": [
+      "Roasted Pumpkin Seeds",
+      "Roasted Sunflower Seeds",
+      "Roasted Flax Seeds",
+      "Roasted Chia Seeds",
+      "Roasted Watermelon Seeds",
+      "Salt (Optional)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "149",
+      "protein": "0.57",
+      "carbohydrate": "2.94",
+      "total_fat": "10.77",
+      "total_sugars": "5.85",
+      "added_sugars": "N/A",
+      "saturated_fat": "1.98",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 5.0,
+    "HEALTH_IMPACT_RATING": 5.0,
+    "NUTRITIONAL_CONTENT_RATING": 4.5,
+    "barcode": "8903035019264"
+  },
+  {
+    "item_category": "HEALTH-SUPPLEMENT",
+    "item_name": "Gummy Vites",
+    "ingredients": [
+      "Glucose Syrup",
+      "Sugar",
+      "Water",
+      "Gelatin",
+      "Citric Acid",
+      "Natural Flavors",
+      "Colors (Fruit and Vegetable Juice)",
+      "Vitamins",
+      "Minerals",
+      "Coconut Oil",
+      "Carnauba Wax"
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+    "allergy_info": [
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+      "Sulphites (in Tutti Frutti)"
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+      "Sugar (Optional)",
+      "Salt (Optional)",
+      "Hydrogenated Vegetable Oil (Optional)"
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+    "allergy_info": [
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+      "Vitamin D"
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+      "Enzymes"
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+      "Yeast",
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+      "Flour Treatment Agent"
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+      "Active Lactic Cultures"
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+      "Vitamin D"
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+      "total_fat": "0",
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+      "Wheat Flour",
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+      "Milk Solids",
+      "Corn Starch",
+      "Emulsifier (Soy Lecithin)",
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+      "Artificial Flavours (Vanilla, Cream)",
+      "Colour (Optional)"
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+      "Gluten (Wheat)",
+      "Egg",
+      "nuts (Cashew)",
+      "Sulphites (in Tutti Frutti)"
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+      "Barbecue Flavoring"
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+      "Hops",
+      "Yeast",
+      "Sugar"
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+      "nuts (Almonds, Coconut)",
+      "Dairy (Whey)",
+      "Soya"
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+      "Soya",
+      "Gluten (Oats)",
+      "nuts (Almonds)"
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+      "Protein Blend (Pea Protein, Brown Rice Protein)",
+      "Cocoa Powder",
+      "Coffee Extract",
+      "Chia Seeds"
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+      "Cocoa Nibs",
+      "Soluble Corn Fiber",
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+      "Erythritol",
+      "Cocoa Powder",
+      "Natural Flavors"
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+      "nuts (Almonds)",
+      "May contain Soy"
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+      "carbohydrate": "22",
+      "total_fat": "8",
+      "total_sugars": "1",
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+      "Dark Chocolate Compound",
+      "Seeds (Pumpkin, Watermelon, Sesame)",
+      "Rice Crispies",
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+      "Sesame",
+      "Soya",
+      "Gluten (Oats)",
+      "May contain Dairy"
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+      "carbohydrate": "15",
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+      "total_sugars": "6",
+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+      "Caramel Layer",
+      "Milk Chocolate Coating",
+      "Peanuts",
+      "Humectant (Glycerol)",
+      "Palm Fat",
+      "Flavourings",
+      "Salt",
+      "Sweetener (Sucralose)"
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+      "Soya",
+      "nuts (Peanuts)",
+      "May contain Gluten, Egg, other Nuts"
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+      "carbohydrate": "22",
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+      "total_sugars": "1.9",
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+      "trans_fat": "N/A"
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+      "Glucose Syrup",
+      "Soy Protein Isolate",
+      "Honey",
+      "Palm Kernel Oil",
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+      "Peanut Butter",
+      "Chicory Root Fiber",
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+      "Sea Salt",
+      "Almonds"
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+      "Soya"
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+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+      "Dates",
+      "Oats",
+      "Seeds (Pumpkin, Chia)",
+      "Peanuts",
+      "Spices (Chaat Masala, Chilli)",
+      "Tamarind Paste",
+      "Black Salt",
+      "Vegetable Oil"
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+      "Dairy (Whey)",
+      "Gluten (Oats)",
+      "nuts (Peanuts)"
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+      "total_sugars": "9",
+      "added_sugars": "N/A",
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+      "Raisins",
+      "Almonds",
+      "Cashews",
+      "Honey",
+      "Flax Seeds",
+      "Cinnamon"
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+      "nuts (Almonds, Cashews)"
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+      "total_fat": "5",
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+      "added_sugars": "N/A",
+      "saturated_fat": "0.5",
+      "trans_fat": "N/A"
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+      "Whey Protein Isolate",
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+      "Biozyme Enzyme Blend",
+      "Sodium Chloride",
+      "Stabilizer (INS 415)",
+      "Sweetener (INS 955)",
+      "Anti-caking Agent (INS 551)"
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+    "allergy_info": [
+      "Dairy (Whey)"
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+      "total_fat": "5",
+      "total_sugars": "4",
+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+      "Cocoa Powder (Processed with Alkali)",
+      "Lecithin",
+      "Natural and Artificial Flavor",
+      "Acesulfame Potassium",
+      "Aminogen",
+      "Lactase"
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+      "Soya (Lecithin)"
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+      "carbohydrate": "9.4",
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+      "Stabilizer (INS 415)"
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+      "Pea Protein"
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+      "Soya (Emulsifier)",
+      "May contain Nuts"
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+      "nuts (Almonds)"
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+      "Sugar",
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+      "Saffron"
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+      "Sugar",
+      "Nuts (Cashews, Almonds, Pistachios)",
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+      "Saffron",
+      "Rose Syrup",
+      "Permitted Stabilizers & Emulsifiers"
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+      "nuts (Cashews, Almonds, Pistachios)"
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+      "Sugar",
+      "Tender Coconut Pulp",
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+      "Milk Solids",
+      "Stabilizers"
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+      "total_sugars": "18",
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+      "Nonfat Milk",
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+      "Corn Syrup",
+      "Cocoa Processed with Alkali",
+      "Whey Powder",
+      "Stabilizer/Emulsifier Blend"
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+      "total_fat": "17",
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+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+  {
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+    "item_name": "Amul Chocolate Brownie Ice Cream",
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+      "Sugar",
+      "Brownie Pieces (Wheat Flour, Sugar, Cocoa Solids, Butter, Eggs)",
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+      "Cocoa Solids",
+      "Permitted Emulsifiers and Stabilizers"
+    ],
+    "allergy_info": [
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+      "Gluten (Wheat)",
+      "Egg"
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+      "carbohydrate": "30",
+      "total_fat": "12",
+      "total_sugars": "24",
+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+    "NUTRITIONAL_CONTENT_RATING": 1.0,
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+      "Sugar",
+      "Milk Solids",
+      "Palm Oil",
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+      "Liquid Glucose",
+      "Emulsifier",
+      "Stabilizers",
+      "Citric Acid",
+      "Permitted Synthetic Food Colours & Added Flavours"
+    ],
+    "allergy_info": [
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+  {
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+    "item_name": "Vadilal Flingo Cone - Butterscotch",
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+      "Milk Solids",
+      "Wafer Cone (Wheat Flour, Sugar, Palm Oil, Emulsifier)",
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+      "Compound Coating",
+      "Butterscotch Confectionery",
+      "Palm Oil",
+      "Liquid Glucose",
+      "Emulsifier",
+      "Stabilizers",
+      "Artificial Flavours"
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+      "Gluten (Wheat)",
+      "Soya (Emulsifier)",
+      "May contain Nuts"
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+      "protein": "3.5",
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+    "item_name": "Mother Dairy Fruit & Nut Ice Cream",
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+      "Sugar",
+      "Candied Fruits (Papaya pieces)",
+      "Nuts (Cashew, Almond, Raisin)",
+      "Liquid Glucose",
+      "Permitted Emulsifiers and Stabilizers"
+    ],
+    "allergy_info": [
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+      "nuts (Cashew, Almond, Raisin)",
+      "Sulphites (in candied fruit)"
+    ],
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+      "protein": "4",
+      "carbohydrate": "28",
+      "total_fat": "10",
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+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8905507755250"
+  },
+  {
+    "item_category": "SWEETS",
+    "item_name": "Havmor American Nuts Ice Cream",
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+      "Milk Solids",
+      "Sugar",
+      "Nuts (Almonds, Cashews, Pistachios)",
+      "Caramel Sauce",
+      "Liquid Glucose",
+      "Permitted Emulsifiers and Stabilizers",
+      "Artificial Flavours"
+    ],
+    "allergy_info": [
+      "Dairy (Milk Solids)",
+      "nuts (Almonds, Cashews, Pistachios)"
+    ],
+    "nutrition": {
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+      "protein": "5",
+      "carbohydrate": "29",
+      "total_fat": "14",
+      "total_sugars": "22",
+      "added_sugars": "N/A",
+      "saturated_fat": "8",
+      "trans_fat": "N/A"
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+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8901357502877"
+  },
+  {
+    "item_category": "SWEETS",
+    "item_name": "Nirula's Hot Chocolate Fudge Ice Cream",
+    "ingredients": [
+      "Milk Solids",
+      "Sugar",
+      "Hot Chocolate Fudge Sauce (Sugar, Water, Cocoa Solids, Milk Solids, Stabilizers)",
+      "Cashew Nuts",
+      "Liquid Glucose",
+      "Emulsifiers",
+      "Stabilizers"
+    ],
+    "allergy_info": [
+      "Dairy (Milk Solids)",
+      "nuts (Cashew)"
+    ],
+    "nutrition": {
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+      "protein": "5",
+      "carbohydrate": "32",
+      "total_fat": "14",
+      "total_sugars": "26",
+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+    "HEALTH_IMPACT_RATING": 0.5,
+    "NUTRITIONAL_CONTENT_RATING": 0.5,
+    "barcode": "8909662900296"
+  },
+  {
+    "item_category": "SWEETS",
+    "item_name": "Creambell Sachmuch Aam Ice Cream",
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+      "Sugar",
+      "Mango Pulp",
+      "Liquid Glucose",
+      "Permitted Emulsifiers and Stabilizers",
+      "Citric Acid",
+      "Artificial Mango Flavor",
+      "Permitted Food Colours"
+    ],
+    "allergy_info": [
+      "Dairy (Milk Solids)"
+    ],
+    "nutrition": {
+      "energy": "190",
+      "protein": "3",
+      "carbohydrate": "26",
+      "total_fat": "8",
+      "total_sugars": "22",
+      "added_sugars": "N/A",
+      "saturated_fat": "5",
+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8908583703177"
+  },
+  {
+    "item_category": "SWEETS",
+    "item_name": "Giani's Gulkand Ice Cream",
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+      "Milk",
+      "Sugar",
+      "Cream",
+      "Gulkand (Rose Petal Preserve)",
+      "Milk Solids",
+      "Stabilizers",
+      "Emulsifiers",
+      "Cardamom"
+    ],
+    "allergy_info": [
+      "Dairy (Milk, Cream)"
+    ],
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+      "energy": "215",
+      "protein": "4",
+      "carbohydrate": "27",
+      "total_fat": "10",
+      "total_sugars": "24",
+      "added_sugars": "N/A",
+      "saturated_fat": "6.5",
+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8909586304446"
+  },
+  {
+    "item_category": "MISCELLANEOUS",
+    "item_name": "MTR Minute Fresh Lemon Rice Poha",
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+      "Edible Vegetable Oil",
+      "Sugar",
+      "Salt",
+      "Peanuts",
+      "Lemon Juice Powder",
+      "Mustard Seeds",
+      "Curry Leaves",
+      "Turmeric Powder",
+      "Green Chilli",
+      "Acidity Regulator (Citric Acid)"
+    ],
+    "allergy_info": [
+      "nuts (Peanuts)",
+      "Mustard"
+    ],
+    "nutrition": {
+      "energy": "380",
+      "protein": "7",
+      "carbohydrate": "65",
+      "total_fat": "10",
+      "total_sugars": "8",
+      "added_sugars": "N/A",
+      "saturated_fat": "3",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 2.0,
+    "NUTRITIONAL_CONTENT_RATING": 2.0,
+    "barcode": "8900633980040"
+  },
+  {
+    "item_category": "MISCELLANEOUS",
+    "item_name": "Tata Q Hot & Spicy Schezwan Rice with Veggies",
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+      "Cooked Rice",
+      "Vegetables (Carrot, French Beans, Capsicum)",
+      "Schezwan Sauce (Water, Ginger, Garlic, Chilli, Celery, Soy Sauce, Vinegar, Sugar, Salt, Spices)",
+      "Edible Vegetable Oil",
+      "Salt"
+    ],
+    "allergy_info": [
+      "Soya",
+      "Celery"
+    ],
+    "nutrition": {
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+      "protein": "5",
+      "carbohydrate": "45",
+      "total_fat": "5",
+      "total_sugars": "4",
+      "added_sugars": "N/A",
+      "saturated_fat": "1",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 2.0,
+    "NUTRITIONAL_CONTENT_RATING": 2.0,
+    "barcode": "8907336265610"
+  },
+  {
+    "item_category": "MISCELLANEOUS",
+    "item_name": "Gits Ready Meals Veg Pulao",
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+      "Basmati Rice",
+      "Vegetables (Carrot, French Beans, Green Peas)",
+      "Onion",
+      "Edible Vegetable Oil",
+      "Salt",
+      "Ginger",
+      "Garlic",
+      "Spices (Cumin, Clove, Cardamom, Cinnamon, Bay Leaf)",
+      "Mint Leaves"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "280",
+      "protein": "6",
+      "carbohydrate": "50",
+      "total_fat": "6",
+      "total_sugars": "2",
+      "added_sugars": "N/A",
+      "saturated_fat": "1.5",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 2.5,
+    "barcode": "8906156457618"
+  },
+  {
+    "item_category": "MISCELLANEOUS",
+    "item_name": "The Taste Company Rajma Chawal",
+    "ingredients": [
+      "Basmati Rice",
+      "Rajma (Kidney Beans)",
+      "Tomato",
+      "Onion",
+      "Edible Vegetable Oil",
+      "Ginger",
+      "Garlic",
+      "Salt",
+      "Spices (Coriander, Cumin, Turmeric, Garam Masala, Chilli)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "320",
+      "protein": "10",
+      "carbohydrate": "55",
+      "total_fat": "6",
+      "total_sugars": "3",
+      "added_sugars": "N/A",
+      "saturated_fat": "1",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 3.0,
+    "NUTRITIONAL_CONTENT_RATING": 3.5,
+    "barcode": "8901163791076"
+  },
+  {
+    "item_category": "MISCELLANEOUS",
+    "item_name": "Kitchens of India Yakhni Pulao",
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+      "Basmati Rice",
+      "Chicken Pieces",
+      "Yogurt",
+      "Onion",
+      "Edible Vegetable Oil",
+      "Ginger",
+      "Garlic",
+      "Salt",
+      "Spices (Fennel, Cardamom, Clove, Cinnamon, Mace, Nutmeg)",
+      "Mint Leaves",
+      "Kewra Water"
+    ],
+    "allergy_info": [
+      "Dairy (Yogurt)"
+    ],
+    "nutrition": {
+      "energy": "350",
+      "protein": "12",
+      "carbohydrate": "48",
+      "total_fat": "12",
+      "total_sugars": "2",
+      "added_sugars": "N/A",
+      "saturated_fat": "3",
+      "trans_fat": "N/A"
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+    "veg": false,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8907049911200"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Quaker Oats Homestyle Masala",
+    "ingredients": [
+      "Oats",
+      "Spices & Condiments (Onion, Garlic, Turmeric, Chilli, Coriander, Cumin)",
+      "Salt",
+      "Sugar",
+      "Dehydrated Vegetables (Carrot, Peas)",
+      "Edible Vegetable Oil",
+      "Hydrolyzed Vegetable Protein",
+      "Flavour Enhancers"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)",
+      "May contain Soya, Wheat, Milk"
+    ],
+    "nutrition": {
+      "energy": "390",
+      "protein": "12",
+      "carbohydrate": "68",
+      "total_fat": "7",
+      "total_sugars": "5",
+      "added_sugars": "N/A",
+      "saturated_fat": "1.5",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 3.0,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8908857071803"
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+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Bagrry's Masala Oats - Tangy Tomato",
+    "ingredients": [
+      "Oats",
+      "Spices and Condiments (Tomato Powder, Onion, Garlic, Chilli)",
+      "Salt",
+      "Sugar",
+      "Edible Vegetable Oil",
+      "Dehydrated Vegetables (Tomato Flakes)",
+      "Hydrolyzed Vegetable Protein",
+      "Acidity Regulator"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)",
+      "May contain Soya, Milk, Nuts"
+    ],
+    "nutrition": {
+      "energy": "385",
+      "protein": "11",
+      "carbohydrate": "70",
+      "total_fat": "6",
+      "total_sugars": "6",
+      "added_sugars": "N/A",
+      "saturated_fat": "1",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 3.0,
+    "HEALTH_IMPACT_RATING": 3.0,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8903986950647"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Kellogg's Oats - Cheesy Masala",
+    "ingredients": [
+      "Oats",
+      "Cheese Powder",
+      "Spices & Condiments (Onion, Garlic, Pepper)",
+      "Milk Solids",
+      "Salt",
+      "Sugar",
+      "Edible Vegetable Oil",
+      "Hydrolyzed Vegetable Protein",
+      "Flavour Enhancers"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)",
+      "Dairy",
+      "May contain Soya, Wheat"
+    ],
+    "nutrition": {
+      "energy": "410",
+      "protein": "13",
+      "carbohydrate": "65",
+      "total_fat": "10",
+      "total_sugars": "4",
+      "added_sugars": "N/A",
+      "saturated_fat": "4",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8907137471418"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Saffola Masala Oats - Veggie Twist",
+    "ingredients": [
+      "Oats",
+      "Dehydrated Vegetables (Carrot, Onion, Green Peas, French Beans)",
+      "Spices & Condiments",
+      "Salt",
+      "Sugar",
+      "Edible Vegetable Oil",
+      "Hydrolyzed Vegetable Protein (Soya)",
+      "Flavour Enhancers"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)",
+      "Soya"
+    ],
+    "nutrition": {
+      "energy": "375",
+      "protein": "10",
+      "carbohydrate": "71",
+      "total_fat": "5",
+      "total_sugars": "6.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "1",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 3.0,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8906567863893"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "True Elements Masala Oats - Pav Bhaji",
+    "ingredients": [
+      "Rolled Oats",
+      "Spices & Condiments (Pav Bhaji Masala, Chilli, Turmeric)",
+      "Dehydrated Vegetables (Potato, Onion, Tomato, Peas)",
+      "Salt",
+      "Edible Vegetable Oil",
+      "Jaggery Powder"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)",
+      "May contain Nuts, Seeds"
+    ],
+    "nutrition": {
+      "energy": "395",
+      "protein": "12",
+      "carbohydrate": "66",
+      "total_fat": "8",
+      "total_sugars": "4",
+      "added_sugars": "N/A",
+      "saturated_fat": "1.5",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 3.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.5,
+    "barcode": "8909877932969"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Nutriorg Certified Organic Masala Oats",
+    "ingredients": [
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+      "Organic Spices (Turmeric, Cumin, Coriander, Chilli)",
+      "Organic Dehydrated Vegetables (Onion, Garlic)",
+      "Pink Salt",
+      "Organic Jaggery"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)"
+    ],
+    "nutrition": {
+      "energy": "370",
+      "protein": "11",
+      "carbohydrate": "68",
+      "total_fat": "5",
+      "total_sugars": "3",
+      "added_sugars": "0",
+      "saturated_fat": "1",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 4.0,
+    "NUTRITIONAL_CONTENT_RATING": 4.0,
+    "barcode": "8908694751210"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Disano Oats - Masala",
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+      "Maltodextrin",
+      "Spices & Condiments",
+      "Salt",
+      "Sugar",
+      "Dehydrated Vegetables",
+      "Edible Vegetable Oil",
+      "Hydrolyzed Vegetable Protein",
+      "Flavour Enhancers"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)",
+      "May contain Wheat, Soy, Milk"
+    ],
+    "nutrition": {
+      "energy": "388",
+      "protein": "10.5",
+      "carbohydrate": "70",
+      "total_fat": "6.5",
+      "total_sugars": "5.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "1.2",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8901266624479"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Eco Valley Homestyle Masala Oats",
+    "ingredients": [
+      "Oats",
+      "Seasoning (Spices, Salt, Sugar, Dehydrated Vegetables, Flavour Enhancers)",
+      "Edible Vegetable Oil"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)"
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+    "nutrition": {
+      "energy": "392",
+      "protein": "11.5",
+      "carbohydrate": "69",
+      "total_fat": "7",
+      "total_sugars": "6",
+      "added_sugars": "N/A",
+      "saturated_fat": "1.4",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 3.0,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8905765437097"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Yogabar Veggie Masala Oats",
+    "ingredients": [
+      "Oats",
+      "Seeds (Pumpkin, Chia)",
+      "Dehydrated Vegetables (Carrot, Beans, Peas)",
+      "Spices & Condiments",
+      "Salt",
+      "Jaggery Powder",
+      "Edible Vegetable Oil"
+    ],
+    "allergy_info": [
+      "Gluten (Oats)"
+    ],
+    "nutrition": {
+      "energy": "400",
+      "protein": "12",
+      "carbohydrate": "67",
+      "total_fat": "8",
+      "total_sugars": "4.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "1.5",
+      "trans_fat": "N/A"
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+      "Iodized Salt",
+      "Vitamins",
+      "Minerals",
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+      "Whole Wheat Flakes",
+      "Corn Flakes",
+      "Raisins",
+      "Almonds",
+      "Cranberries",
+      "Honey",
+      "Sugar",
+      "Invert Syrup",
+      "Wheat Bran",
+      "Oat Bran",
+      "Antioxidant (INS 306)"
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+      "nuts (Almonds)"
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+      "Sugar",
+      "Cocoa Solids",
+      "Minerals",
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+      "Malt Extract",
+      "Iodized Salt",
+      "Vitamins",
+      "Antioxidant (INS 320)"
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+      "Rice Flour",
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+      "Minerals"
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+      "Corn Grits",
+      "Glucose Syrup",
+      "Cocoa Powder",
+      "Palm Oil",
+      "Minerals",
+      "Iodized Salt",
+      "Emulsifier (Soya Lecithin)",
+      "Vitamins",
+      "Antioxidant (307b)"
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+      "Soya"
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+      "Iodised Salt",
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+      "Turmeric",
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+      "Lemon Powder",
+      "Acidity Regulator (INS 330)"
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+      "Dried Fruits & Nuts (Raisins, Almonds, Cashews, Pistachios)",
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+      "Iodized Salt",
+      "Vitamins",
+      "Minerals",
+      "Antioxidant (INS 320)"
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+      "nuts (Almonds, Cashews, Pistachios)"
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+      "Wheat Flakes",
+      "Corn Flakes",
+      "Dried Fruits (Papaya, Pineapple, Raisins, Apricot)",
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+      "Wheat Bran",
+      "Oat Bran",
+      "Antioxidant"
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+      "Sulphites (in dried fruits)"
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+      "Sugar",
+      "Almonds",
+      "Malt Extract",
+      "Iodized Salt",
+      "Saffron",
+      "Vitamins",
+      "Minerals",
+      "Antioxidant"
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+      "Gluten (Barley Malt)"
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+    "item_category": "BREAKFAST-ITEMS",
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+      "Sugar",
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+      "Malt Extract",
+      "Iodized Salt",
+      "Vitamins",
+      "Minerals",
+      "Antioxidant"
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+    "allergy_info": [
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+      "Corn Meal",
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+      "Edible Vegetable Oil",
+      "Gram Flour",
+      "Moth Flour",
+      "Spices & Condiments (Mint, Chilli, Ginger, Black Pepper)",
+      "Salt",
+      "Acidity Regulator (INS 330)"
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+      "added_sugars": "N/A",
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+      "Edible Vegetable Oil",
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+      "Rice Flakes",
+      "Gram Pulse",
+      "Lentil",
+      "Potatoes",
+      "Cashew Nuts",
+      "Raisins",
+      "Spinach",
+      "Spices & Condiments",
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+      "Sugar",
+      "Acidity Regulator (INS 330)"
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+      "nuts (Peanuts, Cashews)",
+      "May contain Gluten"
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+      "carbohydrate": "50",
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+      "total_sugars": "8",
+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+      "Gram Grits"
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+    "allergy_info": [
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+      "protein": "7",
+      "carbohydrate": "60",
+      "total_fat": "28",
+      "total_sugars": "4",
+      "added_sugars": "N/A",
+      "saturated_fat": "13",
+      "trans_fat": "N/A"
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+      "Rice Meal",
+      "Edible Vegetable Oil (Palmolein)",
+      "Seasoning (Spices & Condiments, Iodised Salt, Sugar, Maltodextrin, Flavour Enhancer (INS 621), Acidity Regulator (INS 330))"
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+    "allergy_info": [
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+      "protein": "6.5",
+      "carbohydrate": "59",
+      "total_fat": "31",
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+    "image_url": "https://m.media-amazon.com/images/I/71KwIbGmrZL.jpg",
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+    "ingredient_quality_rating": 3.5,
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+    "item_category": "PROTEIN-POWDER",
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+      "phosphorus": 2.22,
+      "potassium": 6.66
+    },
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+    "veg": true,
+    "image_url": "https://m.media-amazon.com/images/I/610cToOwrZL.jpg",
+    "barcode": "8905735345704"
+  },
+  {
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+      "$oid": "670a936ecb72e9a3fd2e323b"
+    },
+    "ingredients": [
+      "Sugar",
+      "Mille Solids (22%)",
+      "Cocoa Butter",
+      "Cocoa Solids",
+      "Emulsifiers (442, 476)",
+      "ADDED FLAVOUR (NATURAL NATURE IDENTICAL AND ARTIFICIAL (ETHYL UANILLIN) FLAVOURING SUBSTANCES)"
+    ],
+    "meta": {
+      "url": "https://www.amazon.in/Cadbury-Dairy-MILK-Chocolate-13-2/dp/B08LPB2958"
+    },
+    "allergy_info": null,
+    "nutrients_per_100g": true,
+    "price": 10,
+    "weight": {
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+      "unit": "g"
+    },
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+    "ingredient_quality_rating": 1.5,
+    "health_impact_rating": 2,
+    "final_rating": 1.8,
+    "veg": true,
+    "item_category": "SWEETS",
+    "item_name": "Cadbury Dairy MILK Chocolate Bar",
+    "nutrition": {
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+      "protein": 8.1,
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+      "fiber": 2.1,
+      "total_sugars": 57.3,
+      "total_fat": 28.9,
+      "saturated_fat": 17.5,
+      "trans_fat": 0.2,
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+    },
+    "image_url": "https://m.media-amazon.com/images/I/61qvMq1Pd0L.jpg",
+    "barcode": "8900688762615"
+  },
+  {
+    "_id": {
+      "$oid": "670a936ecb72e9a3fd2e3244"
+    },
+    "ingredients": [
+      "Toned MILK Dahi",
+      "Water",
+      "SUGAR",
+      "Stabilizer (E 440)",
+      "NATURE IDENTICAL FLAVOURING SUBSTANCE (ROSE)"
+    ],
+    "meta": {
+      "url": "https://www.amazon.in/Amul-Lassi-250-ml-Carton/dp/B00XBPLCNU"
+    },
+    "allergy_info": null,
+    "nutrients_per_100g": true,
+    "price": 25,
+    "weight": {
+      "value": 250,
+      "unit": "ml"
+    },
+    "score": null,
+    "nutritional_content_rating": 2.5,
+    "ingredient_quality_rating": 2,
+    "health_impact_rating": 2.5,
+    "final_rating": 2.3,
+    "veg": true,
+    "servings_size": {
+      "value": null,
+      "unit": "g",
+      "count": null
+    },
+    "servings_per_pack": null,
+    "item_category": "BEVERAGES",
+    "item_name": "Amul Lassi Carton",
+    "nutrition": {
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+      "protein": 2.3,
+      "carbohydrate": 12.8,
+      "total_sugars": null,
+      "added_sugars": 12,
+      "total_fat": 2.1,
+      "saturated_fat": 1.4,
+      "trans_fat": 0.1,
+      "calcium": 74
+    },
+    "image_url": "https://m.media-amazon.com/images/I/41CkFXdPaqL.jpg",
+    "barcode": "8903439554712"
+  },
+  {
+    "_id": {
+      "$oid": "670a936ecb72e9a3fd2e3266"
+    },
+    "price_per_unit": {
+      "$NUMBERDECIMAL": "0.399"
+    },
+    "servings": null,
+    "allergy_info": [
+      "NUTS"
+    ],
+    "final_rating": 4.3,
+    "health_impact_rating": 4,
+    "ingredient_quality_rating": 4.7,
+    "ingredients": [
+      "DRY ROASTED PEANUTS(100%)"
+    ],
+    "item_category": "BREAKFAST-SPREADS",
+    "item_name": "THE BUTTERNUT CO. NATURAL PEANUT-BUTTER (CRUNCHY) 1KG",
+    "nutrition": {
+      "energy": 640,
+      "protein": 32,
+      "carbohydrate": 15,
+      "sugar_natural": 3,
+      "added_sugars": 0,
+      "total_fat": 50
+    },
+    "nutritional_content_rating": 4.5,
+    "unit": "G",
+    "veg": true,
+    "image_url": "https://www.thebutternutcompany.com/cdn/shop/products/61Ccdzs1EjL.jpg?v=1713939903",
+    "barcode": "8908145810206"
+  },
+  {
+    "_id": {
+      "$oid": "670a936ecb72e9a3fd2e323d"
+    },
+    "ingredients": [
+      "Sugar",
+      "MILK solids (16.2%)",
+      "Fractionated vegetable fat",
+      "Hydrogenated vegetable fats",
+      "Refined Wheat flour (Maida)",
+      "Cocoa solids (4.5%)",
+      "Emulsifier (Soya lecithin)",
+      "Yeast",
+      "Raising agent (500(ii))",
+      "Artificial (Vanilla) flavouring substance",
+      "Iodised salt",
+      "Flour treatment agent (516)",
+      "Nature-identical flavouring substance"
+    ],
+    "meta": {
+      "url": "https://www.amazon.in/Nestl%C3%A9-KITKAT-Chocolate-Coated-Miniature/dp/B079TH8XB6"
+    },
+    "allergy_info": [
+      "GLUTEN",
+      "MILK",
+      "SESAME",
+      "SOY",
+      "NUTS"
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+    "nutrients_per_100g": true,
+    "price": 120,
+    "quantity": 7,
+    "weight": {
+      "value": 126,
+      "unit": "g"
+    },
+    "score": null,
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+    "ingredient_quality_rating": 1.5,
+    "health_impact_rating": 1.8,
+    "final_rating": 1.7,
+    "veg": true,
+    "item_category": "SWEETS",
+    "item_name": "KIT KAT Minis",
+    "nutrition": {
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+      "protein": 6.4,
+      "carbohydrate": 47.4,
+      "total_sugars": 35.1,
+      "added_sugars": 28.9,
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+      "saturated_fat": 24.5,
+      "trans_fat": 0.04,
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+    },
+    "image_url": "https://m.media-amazon.com/images/I/61zKERr1vxL.jpg",
+    "barcode": "8909830915749"
+  },
+  {
+    "_id": {
+      "$oid": "670a936ecb72e9a3fd2e3251"
+    },
+    "ingredients": [
+      "Protein Blend (29%) (Soy Nuggets, Whey Protein Concentrate, Soy Concentrate)",
+      "Brown Rice Syrup",
+      "MILK Compound (19%)",
+      "Sugar",
+      "Edible Vegetable Oil",
+      "MILK Solids",
+      "Cocoa Solids",
+      "Emulsifier (Soy Lecithin)",
+      "Vanilla Flavours",
+      "Dietary Fiber (9%) (Fructooligosacharide,Chicory Root Fiber)",
+      "Edible Vegetable Oil ( Hydrogenated Vegetable Oil )",
+      "Almonds (5.5%)",
+      "Whole Grain Rolled Oats (4.5%)",
+      "Raisins (4%)",
+      "Cashew Nut (3%)",
+      "Humectant (Glycerine)",
+      "Dextrose Monohydrate",
+      "Flaxseeds",
+      "Tribasic Calcium Phosphate",
+      "Fructose",
+      "Soy Protein Isolate",
+      "Emulsifier (Soy Lecithin)",
+      "Binding Agent (Guar Gum)",
+      "Salt",
+      "Citric Acid",
+      "Antioxidants (Vitamin C)",
+      "Vitamins",
+      "Minerals",
+      "Glutamine",
+      "Amino Acids"
+    ],
+    "meta": {
+      "url": "https://www.amazon.in/RiteBite-Work-Choco-Classic-Protein/dp/B00JEXAMHU"
+    },
+    "allergy_info": null,
+    "nutrients_per_100g": false,
+    "nutrients_per": {
+      "value": 50,
+      "unit": "g"
+    },
+    "price": 70,
+    "weight": {
+      "value": 50,
+      "unit": "g"
+    },
+    "score": null,
+    "nutritional_content_rating": 3.5,
+    "ingredient_quality_rating": 3,
+    "health_impact_rating": 3.5,
+    "final_rating": 3.3,
+    "veg": true,
+    "item_category": "PROTEIN-BAR",
+    "item_name": "RiteBite Max Protein Daily Choco Classic 10G Protein Bars",
+    "nutrition": {
+      "energy": 206,
+      "protein": 10,
+      "carbohydrate": 22.8,
+      "fiber": 4,
+      "total_sugars": 7.9,
+      "total_fat": 7.9,
+      "saturated_fat": 2.9,
+      "sodium": 139
+    },
+    "image_url": "https://www.bigbasket.com/media/uploads/p/l/20002303-3_7-ritebite-max-protein-choco-classic-bar.jpg",
+    "barcode": "8902098327101"
+  },
+  {
+    "_id": {
+      "$oid": "670a936ecb72e9a3fd2e3259"
+    },
+    "price_per_unit": {
+      "$NUMBERDECIMAL": "0.4167"
+    },
+    "servings": null,
+    "allergy_info": [
+      "SOY",
+      "MILK"
+    ],
+    "final_rating": 3.3,
+    "health_impact_rating": 3.5,
+    "ingredient_quality_rating": 3.5,
+    "ingredients": [
+      "RICE",
+      "RICE BRAN OIL",
+      "PULSES (11.4%)",
+      "GREEN PEAS (7.6%)",
+      "SPICES AND CONDIMENTS (SALT, SUGAR, ONION POWDER, GARLIC POWDER, CHILLI POWDER, OREGANO POWDER, CUMIN POWDER, PARSLEY FLAKES, TURMERIC POWDER)",
+      "ANTICAKING AGENT (E551)",
+      "FLAVOUR ENHANCERS (E627, E631)"
+    ],
+    "item_category": "CHIPS",
+    "item_name": "BRB RICE POPPED CHIPS PERI PERI FLAVOUR 48G",
+    "nutrition": {
+      "energy": 438.8,
+      "protein": 10,
+      "carbohydrate": 68.4,
+      "total_sugars": 2.4,
+      "added_sugars": 1.2,
+      "trans_fat": 0,
+      "sodium": 1157.6,
+      "fiber": 4,
+      "saturated_fat": 3.2,
+      "total_fat": 14
+    },
+    "nutritional_content_rating": 3,
+    "unit": "G",
+    "veg": true,
+    "image_url": "https://m.media-amazon.com/images/I/71DoUmPz-KL.jpg",
+    "barcode": "8901513235144"
+  }
+]
\ No newline at end of file
diff --git a/data/MongoData/food_items/GenAIData/Data_with_normalized_allergy_info.json b/data/MongoData/food_items/GenAIData/Data_with_normalized_allergy_info.json
new file mode 100644
index 0000000..10c017c
--- /dev/null
+++ b/data/MongoData/food_items/GenAIData/Data_with_normalized_allergy_info.json
@@ -0,0 +1,15192 @@
+[
+  {
+    "item_category": "NAMKEEN",
+    "item_name": "Salted Peanuts - Panjwani",
+    "ingredients": [
+      "Peanuts",
+      "Salt",
+      "Vegetable Oil"
+    ],
+    "allergy_info": [
+      "Nuts"
+    ],
+    "nutrition": {
+      "energy": "609",
+      "protein": "0",
+      "carbohydrate": "28.26",
+      "total_fat": "47.78",
+      "total_sugars": "7.26",
+      "added_sugars": "N/A",
+      "saturated_fat": "7.86",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 3.0,
+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8907011324908"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Masala oats - Soffola",
+    "ingredients": [
+      "Oats",
+      "Spices and Condiments (Onion, Garlic, Coriander, Turmeric, Chilli, Cumin)",
+      "Salt",
+      "Sugar",
+      "Vegetable Oil",
+      "Dehydrated Vegetables (Carrot, Peas)",
+      "Hydrolyzed Vegetable Protein (Soy)",
+      "Flavour Enhancer (E627, E631)"
+    ],
+    "allergy_info": [
+      "Gluten",
+      "Soy"
+    ],
+    "nutrition": {
+      "energy": "133",
+      "protein": "2.8",
+      "carbohydrate": "23.8",
+      "total_fat": "3",
+      "total_sugars": "2.4",
+      "added_sugars": "N/A",
+      "saturated_fat": "0.04",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 3.0,
+    "HEALTH_IMPACT_RATING": 3.0,
+    "NUTRITIONAL_CONTENT_RATING": 3.0,
+    "barcode": "8905451077637"
+  },
+  {
+    "item_category": "NAMKEEN",
+    "item_name": "Kai Murruku - Anna bytes",
+    "ingredients": [
+      "Rice Flour",
+      "Urad Dal Flour",
+      "Butter",
+      "Salt",
+      "Asafoetida",
+      "Cumin Seeds",
+      "Vegetable Oil"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "Others"
+    ],
+    "nutrition": {
+      "energy": "533",
+      "protein": "10",
+      "carbohydrate": "56.667",
+      "total_fat": "30",
+      "total_sugars": "1.667",
+      "added_sugars": "N/A",
+      "saturated_fat": "9.333",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 2.5,
+    "HEALTH_IMPACT_RATING": 1.5,
+    "NUTRITIONAL_CONTENT_RATING": 1.5,
+    "barcode": "8908252869357"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Parle G - 55",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil",
+      "Invert Sugar Syrup",
+      "Leavening Agents (Ammonium Bicarbonate, Sodium Bicarbonate)",
+      "Salt",
+      "Milk Solids",
+      "Emulsifiers (Soy Lecithin, Diacetyl Tartaric Acid Esters of Mono- and Diglycerides)",
+      "Artificial Flavour (Milk, Vanilla)"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "Gluten",
+      "Soy"
+    ],
+    "nutrition": {
+      "energy": "454",
+      "protein": "6.9",
+      "carbohydrate": "77.3",
+      "total_fat": "13",
+      "total_sugars": "25.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "6",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8902649252142"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Yummy - Anmol - 35",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil",
+      "Milk Solids",
+      "Corn Starch",
+      "Salt",
+      "Leavening Agents (Sodium Bicarbonate, Ammonium Bicarbonate)",
+      "Emulsifier (Soy Lecithin)",
+      "Artificial Flavours (Vanilla, Milk)"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "Gluten",
+      "Soy"
+    ],
+    "nutrition": {
+      "energy": "474",
+      "protein": "6.27",
+      "carbohydrate": "74.47",
+      "total_fat": "16.89",
+      "total_sugars": "29.6",
+      "added_sugars": "N/A",
+      "saturated_fat": "8.81",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8905823729935"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "White Toast - Innlay Bakery",
+    "ingredients": [
+      "Wheat Flour (Maida)",
+      "Sugar",
+      "Vegetable Oil",
+      "Yeast",
+      "Salt",
+      "Milk Solids",
+      "Emulsifiers",
+      "Preservatives"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "Gluten",
+      "Soy"
+    ],
+    "nutrition": {
+      "energy": "402",
+      "protein": "11.905",
+      "carbohydrate": "83.333",
+      "total_fat": "2.381",
+      "total_sugars": "91.667",
+      "added_sugars": "N/A",
+      "saturated_fat": "3.571",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8907317355095"
+  },
+  {
+    "item_category": "BEVERAGES",
+    "item_name": "Strawberry milk - SHATTO",
+    "ingredients": [
+      "Milk",
+      "Sugar",
+      "Strawberry Pulp/Concentrate",
+      "Stabilizers",
+      "Acidity Regulator",
+      "Natural and Artificial Flavours (Strawberry)",
+      "Colour (E124)"
+    ],
+    "allergy_info": [
+      "Dairy"
+    ],
+    "nutrition": {
+      "energy": "360",
+      "protein": "12",
+      "carbohydrate": "46",
+      "total_fat": "13",
+      "total_sugars": "30",
+      "added_sugars": "N/A",
+      "saturated_fat": "8",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 2.0,
+    "HEALTH_IMPACT_RATING": 1.5,
+    "NUTRITIONAL_CONTENT_RATING": 1.5,
+    "barcode": "8901858041127"
+  },
+  {
+    "item_category": "PASTA",
+    "item_name": "Spaghetti - Lubella",
+    "ingredients": [
+      "Durum Wheat Semolina",
+      "Water"
+    ],
+    "allergy_info": [
+      "Gluten"
+    ],
+    "nutrition": {
+      "energy": "351",
+      "protein": "13",
+      "carbohydrate": "70",
+      "total_fat": "1.4",
+      "total_sugars": "4.2",
+      "added_sugars": "N/A",
+      "saturated_fat": "0.4",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 4.0,
+    "HEALTH_IMPACT_RATING": 3.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.5,
+    "barcode": "8909937163746"
+  },
+  {
+    "item_category": "CHIPS",
+    "item_name": "Taka tak - 100",
+    "ingredients": [
+      "Rice Meal",
+      "Corn Meal",
+      "Gram Meal",
+      "Vegetable Oil",
+      "Spices and Condiments (Tomato Powder, Onion Powder, Garlic Powder, Chilli Powder, Cumin Powder)",
+      "Salt",
+      "Sugar",
+      "Acidity Regulator (E330)",
+      "Flavour Enhancers (E627, E631)"
+    ],
+    "allergy_info": [
+      "Soy",
+      "Others"
+    ],
+    "nutrition": {
+      "energy": "543",
+      "protein": "7",
+      "carbohydrate": "50",
+      "total_fat": "35",
+      "total_sugars": "0.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "17",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8904380599128"
+  },
+  {
+    "item_category": "BREAD",
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+  {
+    "item_category": "INSTANT-NOODLES",
+    "item_name": "Yippee - 420",
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+      "Masala Mix (Spices and Condiments, Salt, Sugar, Dehydrated Vegetables, Hydrolyzed Vegetable Protein (Soy), Flavour Enhancers, Acidity Regulator)"
+    ],
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+      "Soy"
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+  },
+  {
+    "item_category": "NUTS-SEEDS-DRIED-FRUIT",
+    "item_name": "Blueberries",
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+      "Dried Blueberries",
+      "Sugar (often added)",
+      "Sunflower Oil (sometimes added as anti-clumping agent)"
+    ],
+    "allergy_info": [],
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+      "energy": "347",
+      "protein": "2.333",
+      "carbohydrate": "82.667",
+      "total_fat": "0",
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+      "saturated_fat": "0",
+      "trans_fat": "N/A"
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+    "barcode": "8902539477914"
+  },
+  {
+    "item_category": "BEVERAGES",
+    "item_name": "Yop!",
+    "ingredients": [
+      "Milk",
+      "Sugar",
+      "Fruit Puree/Concentrate",
+      "Modified Corn Starch",
+      "Milk Protein Concentrate",
+      "Bacterial Cultures",
+      "Natural Flavour",
+      "Vitamin D3"
+    ],
+    "allergy_info": [
+      "Dairy"
+    ],
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+      "protein": "2.8",
+      "carbohydrate": "12.4",
+      "total_fat": "1.3",
+      "total_sugars": "11",
+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+    "barcode": "8902152498921"
+  },
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+    "item_name": "Marie GOLD - Britannia - 300",
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+      "Sugar",
+      "Vegetable Oil",
+      "Milk Solids",
+      "Invert Sugar Syrup",
+      "Salt",
+      "Leavening Agents",
+      "Emulsifiers",
+      "Vitamins",
+      "Artificial Flavour (Vanilla)"
+    ],
+    "allergy_info": [
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+      "Gluten",
+      "Soy"
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+      "protein": "8",
+      "carbohydrate": "77",
+      "total_fat": "12",
+      "total_sugars": "22",
+      "added_sugars": "N/A",
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+    "NUTRITIONAL_CONTENT_RATING": 1.5,
+    "barcode": "8904169866229"
+  },
+  {
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+    "item_name": "Raviolis aux tomates confites et romarain - Saint-Jean",
+    "ingredients": [
+      "Pasta Dough (Durum Wheat Semolina, Eggs, Water)",
+      "Filling (Ricotta Cheese, Sun-Dried Tomatoes, Breadcrumbs, Parmesan Cheese, Rosemary, Salt, Pepper, Vegetable Oil)"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "Gluten",
+      "Egg"
+    ],
+    "nutrition": {
+      "energy": "272",
+      "protein": "9.8",
+      "carbohydrate": "41",
+      "total_fat": "7.1",
+      "total_sugars": "3.6",
+      "added_sugars": "N/A",
+      "saturated_fat": "2.4",
+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "NUTRITIONAL_CONTENT_RATING": 2.5,
+    "barcode": "8903355816093"
+  },
+  {
+    "item_category": "MISCELLANEOUS",
+    "item_name": "veggiee fingers - McCain - 175",
+    "ingredients": [
+      "Vegetables (Potatoes, Carrots, Peas)",
+      "Breadcrumbs (Wheat Flour, Salt, Yeast)",
+      "Vegetable Oil",
+      "Corn Flour",
+      "Spices",
+      "Salt"
+    ],
+    "allergy_info": [
+      "Gluten"
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+      "energy": "181",
+      "protein": "3.06",
+      "carbohydrate": "24.6",
+      "total_fat": "7.01",
+      "total_sugars": "0",
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+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 2.0,
+    "NUTRITIONAL_CONTENT_RATING": 2.0,
+    "barcode": "8900080158900"
+  },
+  {
+    "item_category": "NUTS-SEEDS-DRIED-FRUIT",
+    "item_name": "mamra almonds - K.B.B Nuts Pvt. Ltd. - 250",
+    "ingredients": [
+      "Mamra Almonds"
+    ],
+    "allergy_info": [
+      "Nuts"
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+    "nutrition": {
+      "energy": "575",
+      "protein": "21.2",
+      "carbohydrate": "21.7",
+      "total_fat": "49.4",
+      "total_sugars": "3.9",
+      "added_sugars": "N/A",
+      "saturated_fat": "3.7",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 5.0,
+    "HEALTH_IMPACT_RATING": 5.0,
+    "NUTRITIONAL_CONTENT_RATING": 5.0,
+    "barcode": "8901051493495"
+  },
+  {
+    "item_category": "MISCELLANEOUS",
+    "item_name": "mom chinese fried rice - alimento agro - 87",
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+      "Dehydrated Rice",
+      "Dehydrated Vegetables (Carrot, Cabbage, Bell Pepper, Beans)",
+      "Vegetable Oil",
+      "Salt",
+      "Sugar",
+      "Soy Sauce Powder",
+      "Spices (Ginger, Garlic)",
+      "Flavour Enhancers",
+      "Acidity Regulator"
+    ],
+    "allergy_info": [
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+      "Others"
+    ],
+    "nutrition": {
+      "energy": "387",
+      "protein": "9.2",
+      "carbohydrate": "57.5",
+      "total_fat": "13.8",
+      "total_sugars": "4.6",
+      "added_sugars": "N/A",
+      "saturated_fat": "2.3",
+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 1.5,
+    "NUTRITIONAL_CONTENT_RATING": 1.5,
+    "barcode": "8905797161342"
+  },
+  {
+    "item_category": "SAUCE/CONDIMENT/PICKLE",
+    "item_name": "Tarmarind Sauce - nestle - 90",
+    "ingredients": [
+      "Water",
+      "Sugar",
+      "Tamarind Pulp",
+      "Salt",
+      "Spices (Cumin, Ginger, Chilli)",
+      "Modified Starch",
+      "Acidity Regulator (Acetic Acid)",
+      "Preservative (Sodium Benzoate)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "177",
+      "protein": "0.6",
+      "carbohydrate": "43.6",
+      "total_fat": "0",
+      "total_sugars": "42.1",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 0.5,
+    "barcode": "8903696966631"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Black Bourbon",
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+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil (Palm)",
+      "Cocoa Solids",
+      "Milk Solids",
+      "Invert Sugar Syrup",
+      "Leavening Agents",
+      "Salt",
+      "Emulsifier (Soy Lecithin)",
+      "Artificial Flavour (Chocolate)"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "Gluten",
+      "Soy"
+    ],
+    "nutrition": {
+      "energy": "470",
+      "protein": "5.2",
+      "carbohydrate": "75.8",
+      "total_fat": "16.2",
+      "total_sugars": "42.8",
+      "added_sugars": "N/A",
+      "saturated_fat": "7.6",
+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8904276689902"
+  },
+  {
+    "item_category": "SAUCE/CONDIMENT/PICKLE",
+    "item_name": "Ginger garlic paste",
+    "ingredients": [
+      "Ginger",
+      "Garlic",
+      "Water",
+      "Salt",
+      "Acidity Regulator (Citric Acid)",
+      "Preservative (Sodium Benzoate)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "72",
+      "protein": "2",
+      "carbohydrate": "16",
+      "total_fat": "0",
+      "total_sugars": "1",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 2.5,
+    "NUTRITIONAL_CONTENT_RATING": 2.0,
+    "barcode": "8904799934213"
+  },
+  {
+    "item_category": "BREAKFAST-SPREADS",
+    "item_name": "Raspberry preserve",
+    "ingredients": [
+      "Raspberries",
+      "Sugar",
+      "Pectin",
+      "Citric Acid"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "259",
+      "protein": "0.7",
+      "carbohydrate": "65",
+      "total_fat": "0.1",
+      "total_sugars": "62",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 0.5,
+    "barcode": "8903739367654"
+  },
+  {
+    "item_category": "SAUCE/CONDIMENT/PICKLE",
+    "item_name": "Dill tzatziki - 150",
+    "ingredients": [
+      "Yogurt (Milk, Cultures)",
+      "Cucumber",
+      "Garlic",
+      "Dill",
+      "Olive Oil",
+      "Salt",
+      "Lemon Juice/Vinegar"
+    ],
+    "allergy_info": [
+      "Dairy"
+    ],
+    "nutrition": {
+      "energy": "118",
+      "protein": "8.9",
+      "carbohydrate": "6.1",
+      "total_fat": "6.4",
+      "total_sugars": "2.62",
+      "added_sugars": "N/A",
+      "saturated_fat": "4.29",
+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 3.5,
+    "NUTRITIONAL_CONTENT_RATING": 3.5,
+    "barcode": "8900821135436"
+  },
+  {
+    "item_category": "BEVERAGES",
+    "item_name": "Tropicana Mixed Fruit Juice",
+    "ingredients": [
+      "Water",
+      "Mixed Fruit Juice Concentrate (Apple, Orange, Pineapple, Mango, Banana)",
+      "Sugar",
+      "Acidity Regulator (Citric Acid)",
+      "Stabilizer",
+      "Preservatives",
+      "Natural Flavours"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "59",
+      "protein": "0",
+      "carbohydrate": "74",
+      "total_fat": "0",
+      "total_sugars": "70",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8903307759805"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Dark Fantasy",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil",
+      "Chocolate Filling (Sugar, Vegetable Oil, Cocoa Solids, Milk Solids, Emulsifier (Soy Lecithin))",
+      "Cocoa Solids",
+      "Invert Sugar Syrup",
+      "Leavening Agents",
+      "Salt",
+      "Emulsifier (Soy Lecithin)",
+      "Artificial Flavours (Chocolate, Vanilla)"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "Gluten",
+      "Soy"
+    ],
+    "nutrition": {
+      "energy": "52",
+      "protein": "4",
+      "carbohydrate": "80",
+      "total_fat": "12",
+      "total_sugars": "79",
+      "added_sugars": "N/A",
+      "saturated_fat": "3",
+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8903047631256"
+  },
+  {
+    "item_category": "BEVERAGES",
+    "item_name": "Fresca Lime",
+    "ingredients": [
+      "Carbonated Water",
+      "Sugar/Sweeteners",
+      "Lime Juice Concentrate",
+      "Citric Acid",
+      "Natural Flavours",
+      "Preservatives (Sodium Benzoate)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "66",
+      "protein": "0.52",
+      "carbohydrate": "15.8",
+      "total_fat": "0",
+      "total_sugars": "0",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
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+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 0.5,
+    "NUTRITIONAL_CONTENT_RATING": 0.5,
+    "barcode": "8904011980202"
+  },
+  {
+    "item_category": "CHIPS",
+    "item_name": "Takatak Baked Chilli Cheese - Haldiram's",
+    "ingredients": [
+      "Rice Meal",
+      "Corn Meal",
+      "Gram Meal",
+      "Vegetable Oil",
+      "Seasoning (Cheese Powder, Chilli Powder, Salt, Sugar, Onion Powder, Garlic Powder, Spices)",
+      "Milk Solids",
+      "Acidity Regulator",
+      "Flavour Enhancers"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "Soy",
+      "Others"
+    ],
+    "nutrition": {
+      "energy": "469",
+      "protein": "7",
+      "carbohydrate": "71",
+      "total_fat": "17.5",
+      "total_sugars": "3.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "8",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.5,
+    "HEALTH_IMPACT_RATING": 1.0,
+    "NUTRITIONAL_CONTENT_RATING": 1.0,
+    "barcode": "8907835927286"
+  },
+  {
+    "item_category": "BISCUIT",
+    "item_name": "Britannia Treat",
+    "ingredients": [
+      "Wheat Flour",
+      "Sugar",
+      "Vegetable Oil",
+      "Cream Filling (Sugar, Vegetable Oil, Milk Solids, Emulsifier (Soy Lecithin), Artificial Flavour)",
+      "Milk Solids",
+      "Corn Starch",
+      "Leavening Agents",
+      "Salt",
+      "Emulsifier (Soy Lecithin)",
+      "Artificial Flavours"
+    ],
+    "allergy_info": [
+      "Dairy",
+      "Gluten",
+      "Soy"
+    ],
+    "nutrition": {
+      "energy": "492",
+      "protein": "5",
+      "carbohydrate": "73",
+      "total_fat": "20",
+      "total_sugars": "36.5",
+      "added_sugars": "N/A",
+      "saturated_fat": "12",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 1.0,
+    "HEALTH_IMPACT_RATING": 0.5,
+    "NUTRITIONAL_CONTENT_RATING": 0.5,
+    "barcode": "8906080878015"
+  },
+  {
+    "item_category": "NUTS-SEEDS-DRIED-FRUIT",
+    "item_name": "Nutriplato Roasted 5 Seeds Blend - 300",
+    "ingredients": [
+      "Roasted Pumpkin Seeds",
+      "Roasted Sunflower Seeds",
+      "Roasted Flax Seeds",
+      "Roasted Chia Seeds",
+      "Roasted Watermelon Seeds",
+      "Salt (Optional)"
+    ],
+    "allergy_info": [],
+    "nutrition": {
+      "energy": "149",
+      "protein": "0.57",
+      "carbohydrate": "2.94",
+      "total_fat": "10.77",
+      "total_sugars": "5.85",
+      "added_sugars": "N/A",
+      "saturated_fat": "1.98",
+      "trans_fat": "N/A"
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+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 5.0,
+    "HEALTH_IMPACT_RATING": 5.0,
+    "NUTRITIONAL_CONTENT_RATING": 4.5,
+    "barcode": "8903035019264"
+  },
+  {
+    "item_category": "HEALTH-SUPPLEMENT",
+    "item_name": "Gummy Vites",
+    "ingredients": [
+      "Glucose Syrup",
+      "Sugar",
+      "Water",
+      "Gelatin",
+      "Citric Acid",
+      "Natural Flavors",
+      "Colors (Fruit and Vegetable Juice)",
+      "Vitamins",
+      "Minerals",
+      "Coconut Oil",
+      "Carnauba Wax"
+    ],
+    "allergy_info": [
+      "Others"
+    ],
+    "nutrition": {
+      "energy": "0",
+      "protein": "0",
+      "carbohydrate": "0",
+      "total_fat": "0",
+      "total_sugars": "0",
+      "added_sugars": "N/A",
+      "saturated_fat": "0",
+      "trans_fat": "N/A"
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+    "veg": false,
+    "image_url": "",
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+    "HEALTH_IMPACT_RATING": 1.5,
+    "NUTRITIONAL_CONTENT_RATING": 2.0,
+    "barcode": "8903523311306"
+  },
+  {
+    "item_category": "BREAKFAST-ITEMS",
+    "item_name": "Weetabix - 450",
+    "ingredients": [
+      "Wholegrain Wheat",
+      "Barley Malt Extract",
+      "Sugar",
+      "Salt",
+      "Niacin",
+      "Iron",
+      "Riboflavin (B2)",
+      "Thiamin (B1)",
+      "Folic Acid"
+    ],
+    "allergy_info": [
+      "Gluten"
+    ],
+    "nutrition": {
+      "energy": "358",
+      "protein": "11.1",
+      "carbohydrate": "66",
+      "total_fat": "2.3",
+      "total_sugars": "2",
+      "added_sugars": "N/A",
+      "saturated_fat": "0.5",
+      "trans_fat": "N/A"
+    },
+    "veg": true,
+    "image_url": "",
+    "INGREDIENT_QUALITY_RATING": 4.0,
+    "HEALTH_IMPACT_RATING": 4.0,
+    "NUTRITIONAL_CONTENT_RATING": 4.0,
+    "barcode": "8900867446510"
+  },
+  {
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+      "Recovery Blend (Turmeric, Pink Salt)",
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+      "Sweetener (Stevia)"
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+      "Nuts"
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+      "Nuts"
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+      "Saffron"
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+      "Sugar",
+      "Nuts (Cashews, Almonds, Pistachios)",
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+      "Saffron",
+      "Rose Syrup",
+      "Permitted Stabilizers & Emulsifiers"
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+      "Nuts"
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+      "Sugar",
+      "Tender Coconut Pulp",
+      "Cream",
+      "Milk Solids",
+      "Stabilizers"
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+      "Nonfat Milk",
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+      "Whey Powder",
+      "Stabilizer/Emulsifier Blend"
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+      "Others"
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+      "Sugar",
+      "Brownie Pieces (Wheat Flour, Sugar, Cocoa Solids, Butter, Eggs)",
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+      "Permitted Emulsifiers and Stabilizers"
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+      "Gluten",
+      "Egg"
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+      "Sugar",
+      "Milk Solids",
+      "Palm Oil",
+      "Black Currant Fruit Preparation",
+      "Liquid Glucose",
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+      "Citric Acid",
+      "Permitted Synthetic Food Colours & Added Flavours"
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+      "added_sugars": "N/A",
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+      "Wafer Cone (Wheat Flour, Sugar, Palm Oil, Emulsifier)",
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+      "Butterscotch Confectionery",
+      "Palm Oil",
+      "Liquid Glucose",
+      "Emulsifier",
+      "Stabilizers",
+      "Artificial Flavours"
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+      "Gluten",
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+      "Nuts"
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+  {
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+      "Sugar",
+      "Candied Fruits (Papaya pieces)",
+      "Nuts (Cashew, Almond, Raisin)",
+      "Liquid Glucose",
+      "Permitted Emulsifiers and Stabilizers"
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+    "allergy_info": [
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+      "Sulphites",
+      "Nuts"
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+      "total_fat": "10",
+      "total_sugars": "23",
+      "added_sugars": "N/A",
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+      "trans_fat": "N/A"
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+    "item_name": "Havmor American Nuts Ice Cream",
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+      "Sugar",
+      "Nuts (Almonds, Cashews, Pistachios)",
+      "Caramel Sauce",
+      "Liquid Glucose",
+      "Permitted Emulsifiers and Stabilizers",
+      "Artificial Flavours"
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+    "allergy_info": [
+      "Dairy",
+      "Nuts"
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+      "protein": "5",
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+      "total_sugars": "22",
+      "added_sugars": "N/A",
+      "saturated_fat": "8",
+      "trans_fat": "N/A"
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+    "item_category": "SWEETS",
+    "item_name": "Nirula's Hot Chocolate Fudge Ice Cream",
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+      "Hydrolyzed Vegetable Protein",
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\ No newline at end of file
diff --git a/data/MongoData/food_items/LegacyData/food-stat.food_items.json b/data/MongoData/food_items/LegacyData/food-stat.food_items.json
new file mode 100644
index 0000000..32a75e6
--- /dev/null
+++ b/data/MongoData/food_items/LegacyData/food-stat.food_items.json
@@ -0,0 +1,4529 @@
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\ No newline at end of file
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new file mode 100644
index 0000000..cad8c64
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diff --git a/data/local.Bread.json b/data/local.Bread.json
deleted file mode 100644
index d3ca4eb..0000000
--- a/data/local.Bread.json
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-    "added sugars": 2.1,
-    "total fat": 1.3,
-    "saturated fat": 0.34,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 333.52,
-    "fibre": 6.34
-  },
-  "ingredients": [
-    "REFINED WHEAT FLOUR (MAIDA)",
-    "SUGAR",
-    "YEAST",
-    "IODISED SALT",
-    "EDIBLE VEGETABLE OIL (PALM)",
-    "SOYA FLOUR",
-    "VITAL GLUTEN",
-    "PRESERVATIVE (282)",
-    "FLOUR TREATMENT AGENT (516 & 510)",
-    "EMULSIFIER (472e)",
-    "STABILIZERS [170, 412]",
-    "ACIDITY REGULATOR (260)",
-    "VITAMINS B Vitamins (15% RDA*)",
-    "ANTIOXIDANT (300)"
-  ],
-  "allergy_info": [
-    "WHEAT GLUTEN",
-    "SOYA"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.08,
-  "servings": 20,
-  "item_category": "Bread",
-  "item_name": "Britannia Healthy Slice Sandwich White Bread 500g"
-},
-{
-  "_id": {
-    "$oid": "67080be553105dc91cf76ed5"
-  },
-  "nutrition": {
-    "energy": 250,
-    "protein": 8,
-    "carbohydrate": 50,
-    "total sugars": 2,
-    "added sugars": null,
-    "total fat": 2,
-    "saturated fat": 1,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": null,
-    "fibre": 6
-  },
-  "ingredients": [
-    "WHEAT FLOUR (ATTA) (6%)",
-    "YEAST",
-    "WHEAT BRAN",
-    "SUGAR",
-    "IODISED SALT",
-    "EDIBLE VEGETABLE",
-    "OIL (PALM)",
-    "CLASS II PRESERVATIVE (282)",
-    "IMPROVERS (1100(i), 1104, 1102)",
-    "EMULSIFIERS (471, 481, 472e)",
-    "ACIDITY REGULATOR (260)",
-    "FLOUR TREAIMENT AGENT (510)",
-    "PERMITTED NATURAL"
-  ],
-  "allergy_info": [
-    "WHEAT"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.13,
-  "servings": 20,
-  "item_category": "Bread",
-  "item_name": "Britannia 100% Whole Wheat Sandwich Bread, 450 g Pouch"
-},
-{
-  "_id": {
-    "$oid": "67080e0a53105dc91cf76ed6"
-  },
-  "nutrition": {
-    "energy": 252,
-    "protein": 9.6,
-    "carbohydrate": 47,
-    "total sugars": 1.4,
-    "added sugars": 1.3,
-    "total fat": 4.3,
-    "saturated fat": 1,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 424,
-    "fibre": 6.5
-  },
-  "ingredients": [
-    "WHEAT PRODUCTS (54%) [WHEAT FLOUR(ATTA), WHEAT BRAN and BROKEN WHEAT]",
-    "OIL SEEDS - 5% (LINSEED,SESAME, SUNFLOWER AND WATER-MELON)",
-    "YEAST",
-    "RAGI FLOUR (2%)",
-    "ROLLED OATS (2%)",
-    "VITAL GLUTEN",
-    "SUGAR",
-    "SOYA FLAKES (1.2%)",
-    "IODISED SALT",
-    "REFINED PALMOLEIN OIL",
-    "PRESERVATIVE (282)",
-    "EMULSIFIERS [472e, 471, 481]",
-    "ACIDITY REGULATOR (260)",
-    "FLOUR TREATMENT AGENT (510)"
-  ],
-  "allergy_info": [
-    "Wheat Gluten",
-    "Oats",
-    "SOYA"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.1066666667,
-  "servings": 9,
-  "item_category": "Bread",
-  "item_name": "Britannia Multigrain Bread 450 g"
-},
-{
-  "_id": {
-    "$oid": "6708193653105dc91cf76ed7"
-  },
-  "nutrition": {
-    "energy": 268,
-    "protein": 8.68,
-    "carbohydrate": 42.04,
-    "total sugars": 2.96,
-    "added sugars": 2.09,
-    "total fat": 5.38,
-    "saturated fat": 1.18,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 470,
-    "fibre": 8.13
-  },
-  "ingredients": [
-    "WHEAT FLOUR - ATTA (45%)",
-    "WATER",
-    "GRAIN MIX (5.3%) [ SUNFLOWER SEEDS, SOY SEEDS, SESAME SEEDS, MELON SEEDS, ROLLED OATS, WHEAT BRAN & LINSEED",
-    "MULTIGRAIN MIX (5.3%) [WHEAT FLOUR, BROKEN WHEAT, LINSEEDS, IODIZED SALT, SUNFLOWER SEEDS, GLUTEN, WHEAT BRAN, MALT FLOUR, SESAME SEEDS, STARCH, SOY FLOUR], YEAST, SUGAR, REFINED PALM OIL, SOYABEAN OIL, GLUTEN, MALT EXTRACT, EDIBLE COMMON SALT, PRESERVATIVES [280 & 281]",
-    "EMULSIFIERS [481 471, 472e & 479]",
-    "FLOUR IMPROVERS [1100 & 1104]",
-    "ANTIOXIDANT [300]",
-    "ANTICAKING AGENT"
-  ],
-  "allergy_info": [
-    "Wheat Gluten",
-    "SESAME SEEDS",
-    "SOY"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.1625,
-  "servings": 15,
-  "item_category": "Bread",
-  "item_name": "Bonn Multigrain Bread"
-}]
\ No newline at end of file
diff --git a/data/local.Breakfast Spreads.json b/data/local.Breakfast Spreads.json
deleted file mode 100644
index 15523d5..0000000
--- a/data/local.Breakfast Spreads.json	
+++ /dev/null
@@ -1,231 +0,0 @@
-[{
-  "_id": {
-    "$oid": "6708198953105dc91cf76ed9"
-  },
-  "nutrition": {
-    "energy": 533,
-    "protein": 6.3,
-    "carbohydrate": 57.5,
-    "total sugars": 56.3,
-    "added sugars": null,
-    "total fat": 30.9,
-    "saturated fat": 10.6,
-    "trans fat": 0.1,
-    "cholestrol": null,
-    "sodium": 577,
-    "fibre": null
-  },
-  "ingredients": [
-    "Sugar",
-    "Palm Oil",
-    "Hazelnuts (13%)",
-    "Skimmed Cow Milk Powder (8.7%)",
-    "Low Fat Cocoa Powder (7.4%)",
-    "Emulsifier (Lechithin - INS322)",
-    "Added Flavour (Vanillin)"
-  ],
-  "allergy_info": [
-    "Hazelnuts",
-    "Milk",
-    "Soy"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 1.03,
-  "servings": 40,
-  "item_category": "Bread",
-  "item_name": "Nutella Hazelnut Spread, 350 g Jar"
-},
-{
-  "_id": {
-    "$oid": "67081d2153105dc91cf76edb"
-  },
-  "nutrition": {
-    "energy": 550,
-    "protein": 2.2,
-    "carbohydrate": 64,
-    "total sugars": 61,
-    "added sugars": 56,
-    "total fat": 31.6,
-    "saturated fat": 13,
-    "trans fat": 0.3,
-    "cholestrol": 10,
-    "sodium": 140,
-    "fibre": null
-  },
-  "ingredients": [
-    "Sugar",
-    "Edible Vegetable Oil (Palm Oil)",
-    "Milk Solids",
-    "Cocoa Solids (4.6%)",
-    "Almond Paste (2.7%)",
-    "Hydrogenated Vegetable Fat (Palm Oil & Sesame Oil)",
-    "Emulsifier (Lechithin - INS322)",
-    "Added Flavour (Almond and Vanillin)",
-    "Common Salt"
-  ],
-  "allergy_info": [
-    "Wheat",
-    "Milk",
-    "Soy",
-    "Nut"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 1.1733,
-  "servings": 15,
-  "item_category": "Breakfast Spreads",
-  "item_name": "Hershey's Spreads Cocoa with Almond, 150g"
-},
-{
-  "_id": {
-    "$oid": "6708214653105dc91cf76edc"
-  },
-  "nutrition": {
-    "energy": 285,
-    "protein": 0.3,
-    "carbohydrate": 70.5,
-    "total sugars": 68.1,
-    "added sugars": 62.6,
-    "total fat": 0.1,
-    "saturated fat": 0,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 51,
-    "fibre": 0.8
-  },
-  "ingredients": [
-    "Sugar",
-    "Mix fruits pulp blend (46%) (Banana, Papaya, Pear, Mango Pulp, Pineapple, Apple, Grapes, Orange juice)",
-    "Thickner (440)",
-    "Acidity Regulator (330)",
-    "Vitamin B3",
-    "Preservatives (211, 223 or 202)"
-  ],
-  "allergy_info": [
-    null
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.4,
-  "servings": 25,
-  "item_category": "Breakfast Spreads",
-  "item_name": "Kissan Mixed Fruit Jam 200 g"
-},
-{
-  "_id": {
-    "$oid": "6708222b53105dc91cf76edd"
-  },
-  "nutrition": {
-    "energy": 290,
-    "protein": 0.1,
-    "carbohydrate": 72.3,
-    "total sugars": 71.5,
-    "added sugars": 69.3,
-    "total fat": 0.1,
-    "saturated fat": 0,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 30,
-    "fibre": 0.6
-  },
-  "ingredients": [
-    "Sugar",
-    "Orange extract (45%)",
-    "Glazed Peel (5%)",
-    "Thickner (E440)",
-    "Acidity Regulator (E330)",
-    "Natural Flavouring Substance",
-    "Preservatives (211, 223 or 202)",
-    "Food Colour - E122"
-  ],
-  "allergy_info": [
-    "Sulphite"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.4,
-  "servings": 60,
-  "item_category": "Breakfast Spreads",
-  "item_name": "Kissan Orange Marmalade Jam, 500g"
-},
-{
-  "_id": {
-    "$oid": "670822e353105dc91cf76ede"
-  },
-  "nutrition": {
-    "energy": 281,
-    "protein": 0.42,
-    "carbohydrate": 69.83,
-    "total sugars": 53.49,
-    "added sugars": 20.74,
-    "total fat": 0,
-    "saturated fat": 0,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 62.3,
-    "fibre": 1
-  },
-  "ingredients": [
-    "Fruit [Orange (35%), Gulgul Giant Indian Lemon (10%)]",
-    "Sugar",
-    "Lime",
-    "Edible Vegetable Oil (Rice Bran Oil)"
-  ],
-  "allergy_info": [
-    "Sulphite"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.4,
-  "servings": 60,
-  "item_category": "Breakfast Spreads",
-  "item_name": "Bhuira|All Natural Jam Bitter Orange Marmalade|No Added preservatives|No Artifical Color Added|240 g|Pack of 1"
-},
-{
-  "_id": {
-    "$oid": "6708bc00e7a26a6abaf48297"
-  },
-  "nutrition": {
-    "energy": 547,
-    "protein": 3.7,
-    "carbohydrate": 59.4,
-    "total sugars": 50.1,
-    "added sugars": 37.7,
-    "total fat": 32.4,
-    "saturated fat": 5.5,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 66,
-    "fibre": null
-  },
-  "ingredients": [
-    "Malted beverage powder Ovomaltine 33% (Barley malt extract 17%, condensed skimmed milk, condensed milk permeate, fat-reduced cocoa powder 4.3%, sugar, fructose )",
-    "minerals (magnesium carbonate, dicalcium phosphate)",
-    "rapeseed oil 0.2%",
-    "vitamins (E,C, thiamin, riboflavin, niacin, B6, folic acid, B12, biotin, pantothenic acid)",
-    "salt",
-    "natural identical flavoring (vanillin)",
-    "sugar",
-    "vegetable oils 29% (rapeseed oil, fully hydrogenated rapeseed oil)",
-    "Hazelnuts",
-    "emulsifiers (lechitins, mono-and diglycerides of fatty acids)",
-    "mineral (dicalcium phosphate)",
-    "fat-reduced  cocoa powder 0.4%",
-    "antioxidants (L-ascorbyl palmitate, alpha-tocopherol)",
-    "natural identical flavouring (vanillin)",
-    "Vegetable fat spread with 33% malted beverage powder Ovomaltine"
-  ],
-  "allergy_info": [
-    "Barley",
-    "Milk",
-    "Hazelnuts",
-    "added vanillin flavour"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.8292,
-  "servings": 35,
-  "item_category": "Breakfast Spreads",
-  "item_name": "Ovomaltine Crunchy Cream Spread with Malted Crunchy Pieces and Cocoa, Delicious Swiss Chocolate, Tasty and Healthy Breakfast Bread Spread, Vegetarian, Made in Switzerland, 240g (Pack of 1)"
-}]
\ No newline at end of file
diff --git a/data/local.Corn Flakes.json b/data/local.Corn Flakes.json
deleted file mode 100644
index d73f180..0000000
--- a/data/local.Corn Flakes.json	
+++ /dev/null
@@ -1,252 +0,0 @@
-[{
-  "_id": {
-    "$oid": "67093378f2c710bbfc282859"
-  },
-  "nutrition": {
-    "energy": 378,
-    "protein": 6.7,
-    "carbohydrate": 86.9,
-    "total sugars": 9.2,
-    "added sugars": 8,
-    "total fat": 1,
-    "saturated fat": 0.6,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 490,
-    "fibre": 2.5
-  },
-  "ingredients": [
-    "Corn Grits (90%)",
-    "Sugar",
-    "Cereal Extract",
-    "Iodized Salt",
-    "Vitamins",
-    "Antioxidants (INS-307b)",
-    "Minerals"
-  ],
-  "allergy_info": [
-    "Wheat",
-    "Barley",
-    "Milk",
-    "Soy",
-    "Oats",
-    "Nuts"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.2604,
-  "servings": 40,
-  "item_category": "Corn Flakes",
-  "item_name": "Kellogg's Corn Flakes Original 1.2kg | Power of 5: Energy, Protein, Iron, IMMUNO NUTRIENTS, Vitamins B1, B2, B3 & C| Corn Flakes, Breakfast Cereal"
-},
-{
-  "_id": {
-    "$oid": "6709349ef2c710bbfc28285a"
-  },
-  "nutrition": {
-    "energy": 279,
-    "protein": 6.2,
-    "carbohydrate": 61.1,
-    "total sugars": 22,
-    "added sugars": 21.4,
-    "total fat": 2.2,
-    "saturated fat": 1.6,
-    "trans fat": 0.03,
-    "cholestrol": 0,
-    "sodium": 146.4,
-    "fibre": 5.1
-  },
-  "ingredients": [
-    "Whole Eheat Flour (Atta) (46.8%)",
-    "Sugar",
-    "Rice flour (9.6%)",
-    "Degermed maize (corn) grits (5.7%)",
-    "Cocoa solids (5.5%)",
-    "Glucose syrup",
-    "Minerals",
-    "Palm oil",
-    "Nature-Identical flavouring substances",
-    "Iodized salt",
-    "Vitamins and Antioxidant (307b)"
-  ],
-  "allergy_info": [
-    "Wheat",
-    "Sulphite",
-    "Milk",
-    "Soy",
-    "Oats",
-    "Nuts",
-    "Barley",
-    "Mustard",
-    "Celery",
-    "Sesame",
-    "Lupin"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.53667,
-  "servings": 40,
-  "item_category": "Corn Flakes",
-  "item_name": "Nestlé Munch Crunchilicious Cereal | Get Set & Crunch | Breakfast Cereal | 300g Box | Chocolate (Flavor)"
-},
-{
-  "_id": {
-    "$oid": "67093709f2c710bbfc28285b"
-  },
-  "nutrition": {
-    "energy": 396,
-    "protein": 23.2,
-    "carbohydrate": 55,
-    "total sugars": 17.5,
-    "added sugars": 8.6,
-    "total fat": 10.8,
-    "saturated fat": 4,
-    "trans fat": 0,
-    "cholestrol": 3.9,
-    "sodium": 268,
-    "fibre": 7,
-    "Omega-3": 0.5
-  },
-  "ingredients": [
-    "Whole Grains 48% (Rolled Oats (25%), Millets(23%), Ragi Flakes, Jowar Flakes)",
-    "Protein blend 23% (Texturized Soy Protein and Whey Protein Isolate)",
-    "Dark Chocolate (13%) Cocoa Solids, Cocoa Butter, Cocoa Powder, Sugar Sunflower, Lechitin, Natural Vanilla)",
-    "Dehydrated Fruits 9% (Dates, Cranberry, Raisins)",
-    "Nuts and Seeds 6% (Almonds, Pumpkin and Chia Seeds)",
-    "Cocoa Powder",
-    "Rice Bran Oil",
-    "Jaggery",
-    "Probiotics (Bacillus Coaguluns SNZ1969, 150 million CFU per serve)",
-    "Added Natural flavours (Chocolate and Rosemary)"
-  ],
-  "allergy_info": [
-    "Whey",
-    "Soy",
-    "Oats",
-    "Nuts"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.59667,
-  "servings": 40,
-  "item_category": "Corn Flakes",
-  "item_name": "Yogabar Super High Protein Muesli 850g | 21g Protein | With Probiotics and Whey | No Refined Sugar | Easy on gut | Choco Almond | Protein Snack | High Fiber Food | Breakfast Cereal"
-},
-{
-  "_id": {
-    "$oid": "67093917f2c710bbfc28285c"
-  },
-  "nutrition": {
-    "energy": 399,
-    "protein": 20.3,
-    "carbohydrate": 64.5,
-    "total sugars": 16,
-    "added sugars": 11,
-    "total fat": 8.2,
-    "saturated fat": 1.3,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 234,
-    "fibre": 6.6,
-    "Omega-3": null
-  },
-  "ingredients": [
-    "Multigrain 50% (Rolled oats 28.9%. Whole Wheat Flakes 21.1% (Wheat, Sugar, Iodized Salt. Cereal Antioxidants (INS 322 & 307b))",
-    "Protein Blend 17% (Whey Protein (6.1%). Soya Protein Isolate (5.6%)",
-    "Texturised Soya Protein (5.3%)",
-    "Invert Syrup",
-    "Chocolate Powder 6.4% (Sugar & Cocoa Solids)",
-    "Almonds 6%",
-    "Wheat fibre",
-    "Antioxidants (INS 322 & 307b)",
-    "Honey 0.5%"
-  ],
-  "allergy_info": [
-    "Whey",
-    "Soy",
-    "Oats",
-    "Nuts"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.50567,
-  "servings": 10,
-  "item_category": "Corn Flakes",
-  "item_name": "Bagrry's Whey Protein Muesli 750gm Pouch |15gm Protein Per Serve |Chocolate Flavour|Whole Oats & Californian Almonds|Breakfast Cereal|Protein Rich|Premium American Whey Muesli"
-},
-{
-  "_id": {
-    "$oid": "67093a52f2c710bbfc28285d"
-  },
-  "nutrition": {
-    "energy": 445,
-    "protein": 22,
-    "carbohydrate": 52.2,
-    "total sugars": 6,
-    "added sugars": 0,
-    "total fat": 16.4,
-    "saturated fat": 2.8,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 10.5,
-    "postassium": 559.2,
-    "iron": 6.5,
-    "fibre": 7,
-    "calcium": 61.4
-  },
-  "ingredients": [
-    "Rolled Oats (61 %)",
-    "Unsweetened Peanut Butter (26%)",
-    "Alpino Supernatural",
-    "Peanut Protein",
-    "Cocoa Powder",
-    "Nuts & Seed Mix (Chia Seeds, Almonds, Raisins, Sunflower Seeds)",
-    "Monk Fruit Extract"
-  ],
-  "allergy_info": [
-    "Almonds",
-    "Oats",
-    "Peanuts"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.549,
-  "servings": 40,
-  "item_category": "Corn Flakes",
-  "item_name": "High Protein Super Rolled Oats Chocolate"
-},
-{
-  "_id": {
-    "$oid": "67093b76f2c710bbfc282864"
-  },
-  "nutrition": {
-    "energy": 409.28,
-    "protein": 13.49,
-    "carbohydrate": 78.57,
-    "total sugars": 2.49,
-    "added sugars": 0,
-    "total fat": 4.56,
-    "saturated fat": 0.83,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "sodium": 0,
-    "fibre": null
-  },
-  "ingredients": [
-    "Wheat Glakes (60.19%)",
-    "Rolled Oats (33.68%)",
-    "Sweetener (INS 965)",
-    "Lemon Powder",
-    "Antioxidant (INS 310)"
-  ],
-  "allergy_info": [
-    "Wheat",
-    "Oats"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.699,
-  "servings": 40,
-  "item_category": "Corn Flakes",
-  "item_name": "GAIA Crunchy Diet Muesli - Low-Calorie, Protein Rich, High-Fiber Muesli Cereal Serves As A Healthy And Nutritious Breakfast Option With Zero Added Sugar. 1Kg Jar Pack - No Added Flavor"
-}]
\ No newline at end of file
diff --git a/data/local.Instant Noodles.json b/data/local.Instant Noodles.json
deleted file mode 100644
index e66b46f..0000000
--- a/data/local.Instant Noodles.json	
+++ /dev/null
@@ -1,312 +0,0 @@
-[{
-  "_id": {
-    "$oid": "6707e10a53105dc91cf76eae"
-  },
-  "nutrition": {
-    "energy": 384,
-    "protein": 8.2,
-    "carbohydrate": 59.6,
-    "total sugars": 1.8,
-    "added sugars": 1.3,
-    "total fat": 12.5,
-    "saturated fat": 8.2,
-    "trans fat": 0.13,
-    "sodium": 1028.3,
-    "iron": 6.9
-  },
-  "ingredients": [
-    "Refined wheat flour (Maida)",
-    " Palm oil",
-    " Iodized salt",
-    " Wheat gluten",
-    "Thickeners (508 & 412)",
-    "Acidity regulators (SOI(i) & SW(i)) and Humectant (451(i))",
-    "Mixed spices (25-6%)",
-    "Onion powder",
-    "Coriander powder",
-    "Turmeric powder",
-    "Red Chilli powder",
-    "Garlic powder",
-    "Cumin powder",
-    "Aniseed powder",
-    "Ginger powder",
-    "Fenugreek",
-    "Black pepper powder",
-    "Clove powder",
-    "Green cardamom powder & Nutmeg powder)",
-    "fined wheat flour (Maida)",
-    "Hydrolysed groundnut protein",
-    "Sugar",
-    "Palm oil",
-    "Starch",
-    "Iodized salt",
-    "Thickener (508)",
-    "Flavour enhancer (635)",
-    "Toasted Onion flakes",
-    "Acidity regulator (330)",
-    "Colour (t50d)",
-    "Mineral and Wheat gluten"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": {
-    "$numberDecimal": "0.2"
-  },
-  "servings": 1,
-  "item_category": "Instant Noodles",
-  "item_name": "MAGGI 2-Minute Instant Noodles - Masala, 70 g Pouch",
-  "allergy_info": "contains wheat and nut. May contain Milk, Mustard. Oats And Soy."
-},
-{
-  "_id": {
-    "$oid": "6707e32953105dc91cf76eaf"
-  },
-  "nutrition": {
-    "energy": 384,
-    "protein": 8.2,
-    "carbohydrate": 59.6,
-    "total sugars": 1.8,
-    "added sugars": 1.3,
-    "total fat": 12.5,
-    "saturated fat": 8.2,
-    "trans fat": 0.13,
-    "sodium": 1028.3,
-    "iron": 6.9
-  },
-  "ingredients": [
-    "REFINED WHEAT FLOUR (MAIDA)",
-    "THICKENER -1420",
-    "PALM OIL / PALMOLEIN",
-    "WHEAT GLUTEN",
-    "POTATO STARCH",
-    "IODISED SALT",
-    "YEAST",
-    "ACIDITY",
-    "REGULATOR AND 501(i1 TEXTURIZER - 4510",
-    "IODISED SALT",
-    "DEHYDRATED VEGETABLES(CABBAGE, ONION, GINGER)",
-    "FLAVOUR ENHANCER - 627 & 631",
-    "MILK SOLIDS",
-    "POTATO STARCH",
-    "SPICES AND CONDIMENTS (CHILLI POWDER (0.8%))",
-    "OLEORESIN CHILLI",
-    "SUGAR",
-    "MALTODEXTRIN",
-    "FLAVOURS - NATURE IDENTICAL FLAVOURING SUBSTANCES AND NATURAL GARLIC AGENT -551",
-    "HYDROLYZED VEGETABLE PROTEIN",
-    "DEHYDRATED VEGETABLES (3.1%): CABBAGE, SPRING ONION, MUSHROOM, BROCCOLI, BELL PEPPER, ZUCCHINI."
-  ],
-  "allergy_info": "CONTAINS WHEAT AND MILK. MAY CONTAIN TRACES OF MUSTARD, CELERY, SOYA & NUTS",
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": {
-    "$numberDecimal": "0.625"
-  },
-  "servings": 1,
-  "item_category": "Instant Noodles",
-  "item_name": "Knorr K-Pot Spicy Kimchi Veg Meal Korean Ramen 96 g"
-},
-{
-  "_id": {
-    "$oid": "6707e61653105dc91cf76eb0"
-  },
-  "nutrition": {
-    "energy": 456,
-    "protein": 10.6,
-    "carbohydrate": 64.1,
-    "total sugars": 2.6,
-    "total fat": 18,
-    "trans fat": 0.13,
-    "salt": 4.5,
-    "fibre": 2.8
-  },
-  "ingredients": [
-    "REFINED WHEAT FLOUR (MAIDA)",
-    "THICKENER -1420",
-    "PALM OIL / PALMOLEIN",
-    "WHEAT GLUTEN",
-    "POTATO STARCH",
-    "IODISED SALT",
-    "YEAST",
-    "ACIDITY",
-    "REGULATOR AND 501(i1 TEXTURIZER - 4510",
-    "IODISED SALT",
-    "DEHYDRATED VEGETABLES(CABBAGE, ONION, GINGER)",
-    "FLAVOUR ENHANCER - 627 & 631",
-    "MILK SOLIDS",
-    "POTATO STARCH",
-    "SPICES AND CONDIMENTS (CHILLI POWDER (0.8%))",
-    "OLEORESIN CHILLI",
-    "SUGAR",
-    "MALTODEXTRIN",
-    "FLAVOURS - NATURE IDENTICAL FLAVOURING SUBSTANCES AND NATURAL GARLIC AGENT -551",
-    "HYDROLYZED VEGETABLE PROTEIN",
-    "DEHYDRATED VEGETABLES (3.1%): CABBAGE, SPRING ONION, MUSHROOM, BROCCOLI, BELL PEPPER, ZUCCHINI."
-  ],
-  "allergy_info": "CONTAINS WHEAT AND MILK. MAY CONTAIN TRACES OF MUSTARD, CELERY, SOYA & NUTS",
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": {
-    "$numberDecimal": "0.39"
-  },
-  "servings": 1,
-  "item_category": "Instant Noodles",
-  "item_name": "Indomie Instant Soup Noodles - Special Chicken Flavour, 75 g Pouch"
-},
-{
-  "_id": {
-    "$oid": "6707e9c553105dc91cf76eb1"
-  },
-  "nutrition": {
-    "energy": 295,
-    "protein": 6,
-    "carbohydrate": 42,
-    "total sugars": 6,
-    "total fat": 10,
-    "saturated fat": 5,
-    "trans fat": 0,
-    "sodium": 630,
-    "iron": 6.9
-  },
-  "ingredients": [
-    "wheat flour",
-    "modified tapioca starch",
-    "refined palm oil",
-    "wheat gluten",
-    "salt",
-    "emulsifier(soy lechitin(E322))",
-    "acidity regulator (potsassium carbonate[ES01]), Sodium Carbonate[E500]",
-    "Sodium Phosphate Dibasic(E399)",
-    "Citric Acid [E330]",
-    "Onion Extract",
-    "Thickener (GuarGum[E412])",
-    "Green Tea Flavor Oil",
-    "wheat flour",
-    "Water",
-    "Soy Sauce",
-    "Sugar",
-    "Artificial Chicken Flavor Powder",
-    "Chilli Pepper Powder",
-    "Soybean Oil",
-    "Onion",
-    "Red Pepper powder",
-    "Rep pepper seed oil",
-    "yeast powder",
-    "garlic modified potato starch",
-    "Paprika Extract",
-    "Black Pepper powder",
-    "curry powder",
-    "Roasted Sesame",
-    "roasted layer"
-  ],
-  "allergy_info": "Wheat Flour, Wheat Gluten, Soy, soybean oil, sesame",
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": {
-    "$numberDecimal": "0.28571"
-  },
-  "servings": 1,
-  "item_category": "Instant Noodles",
-  "item_name": "SAMYANG Fire Buldak Hot Chicken Flavour Ramesn Noodle Cup - 70 Gm"
-},
-{
-  "_id": {
-    "$oid": "6707ebcc53105dc91cf76eb2"
-  },
-  "nutrition": {
-    "energy": 424,
-    "protein": 8.6,
-    "carbohydrate": 66,
-    "total sugars": 2.6,
-    "total fat": 14,
-    "saturated fat": 14,
-    "sodium": 1470
-  },
-  "ingredients": [
-    "Refined wheat flour",
-    "potato starch",
-    "palm oil",
-    "mineral salts (INS 339(ii), INS 452(i), INS500(i), INS501(i))",
-    "yeast extract",
-    "soy sauce",
-    "salt",
-    "wheat starch",
-    "garlic",
-    "maltodextrin",
-    "green tea extract",
-    "colour (INS101)",
-    "hydrolyzed vegetable protein (contains soy)",
-    "maltodextrin",
-    "yeast extract",
-    "soy sauce",
-    "vegetables",
-    "soybean oil",
-    "refined wheat flour",
-    "salt",
-    "spices",
-    "flavour enhancer (INS 621, INS 627, INS 631)",
-    "sugar",
-    "glucose",
-    "shiitake mushroom",
-    "Dried bok choy (25%)",
-    "textured vegetable protein (soy, soy sauce, wheat gluten)",
-    "dried shiitake mushroom (20%)",
-    "dried carrot (15%)",
-    "dried red pepper (10%)",
-    "dried green onion (10%)"
-  ],
-  "allergy_info": "Wheat Flour, Wheat Gluten, Soy, soybean oil, sesame",
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": {
-    "$numberDecimal": "0.9302325581"
-  },
-  "servings": 1,
-  "item_category": "Instant Noodles",
-  "item_name": "Nongshim Shin Ramyun Spicy Flavoured Instant Noodle Soup"
-},
-{
-  "_id": {
-    "$oid": "6708003d53105dc91cf76eb3"
-  },
-  "nutrition": {
-    "energy": 485.19,
-    "protein": 10.28,
-    "carbohydrate": 62.8,
-    "total sugars": 3.63,
-    "added sugars": 3.63,
-    "total fat": 20.22,
-    "saturated fat": 9.72,
-    "trans fat": 0.099,
-    "cholestrol": 0.099,
-    "sodium": 1409.17
-  },
-  "ingredients": [
-    "Refined Wheat Flour (Maida)",
-    "Edible Vegetable Oil (Palm Oil)",
-    "Dehydrated Pieces 6.13% (Chicken, Carrot, Frff Cabbage & Curry Leaves)",
-    "Hydrolysed Vegetable Protein Powder (Soya)",
-    "Mixed Spices 1.50% (Red Chilli, Turmeric, Coriander, Black Pepper, Cumin, Fenugreek, Ginger, Clove, Nutmeg & Green Cardamom)",
-    "Onion Powder",
-    "Sugar",
-    "Maltodextrin",
-    "Yeast Extract Powder",
-    "Corn Starch",
-    "Flavour Enhancers (INS 631 , INS627 & INS620)",
-    "Milk Solids",
-    "Natural Identical Flavour",
-    "Acidity Regulators [INS 500, INS 451 & INS 330]",
-    "Edible vegetable oil(Coconut Oil)",
-    "Thickener(INS415)",
-    "Antioxidant (INS319)"
-  ],
-  "allergy_info": "Wheat Flour, Wheat Gluten, Soy, soybean oil, sesame",
-  "veg": false,
-  "unit": "g",
-  "price_per_unit": {
-    "$numberDecimal": "0.6142857143"
-  },
-  "servings": 1,
-  "item_category": "Instant Noodles",
-  "item_name": "Nissin Spiced Chicken Cup Noodles"
-}]
\ No newline at end of file
diff --git a/data/local.Milk Flavouring.json b/data/local.Milk Flavouring.json
deleted file mode 100644
index c1aa365..0000000
--- a/data/local.Milk Flavouring.json	
+++ /dev/null
@@ -1,366 +0,0 @@
-[{
-  "_id": {
-    "$oid": "6708c0c1e7a26a6abaf482a3"
-  },
-  "nutrition": {
-    "energy": 419,
-    "protein": 18,
-    "carbohydrate": 62,
-    "total sugars": 45.5,
-    "added sugars": 21.8,
-    "total fat": 11,
-    "saturated fat": null,
-    "trans fat": null,
-    "cholestrol": 0,
-    "calcium": 800,
-    "sodium": 400,
-    "phosphorus": 780,
-    "Vitamin D2 (micro g)": 10,
-    "Vitamin K (micro g)": 45,
-    "magnesium": 76,
-    "manganese": 1.5,
-    "Vitamin B1": 0.5,
-    "Vitamin B2": 0.7,
-    "Vitamin B3": 6,
-    "Vitamin B6": 0.76,
-    "calcium panthothenate": 3,
-    "biotin (micro g)": 14,
-    "iodine": 0.1,
-    "iron": 13.5,
-    "Vitamin B12 (micro g)": 1,
-    "Folic Acid (micro g)": 75,
-    "Vitamin A (micro g)": 360,
-    "Vitamin E": 7,
-    "Vitamin C": 30,
-    "Zinc": 4.5,
-    "Selenium (micro g)": 15,
-    "potassium": 920,
-    "Chloride": 500,
-    "Chromium (micro g)": 7.5,
-    "Molybdenum (micro g)": 11,
-    "Carnitine": 7,
-    "Choline": 58,
-    "Inositol": 30,
-    "Taurine": 15
-  },
-  "ingredients": [
-    "Milk solids (54.7%)",
-    "Sugar",
-    "Peanut Oil",
-    "Maltodextrin",
-    "Natural (Cocoa) and Artificial (Chocolate) Flavouring Substances",
-    "Natural Colour (INS150c)",
-    "Minerals",
-    "Beet red (INS162)",
-    "Vitamins",
-    "Inositol",
-    "Taurine",
-    "L-Carnitine"
-  ],
-  "allergy_info": [
-    "Peanut (Peanut Oil)",
-    "Milk",
-    "Soy",
-    "Nuts (Almond and Pistachio)"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.638,
-  "servings": 50,
-  "item_category": "Milk Flavouring",
-  "item_name": "Complan Nutrition Drink Powder for Children, Royale Chocolate Flavour, 500 g Carton | Nutrition drink for kids with protein & 34 vital nutrients"
-},
-{
-  "_id": {
-    "$oid": "6708c658e7a26a6abaf482a4"
-  },
-  "nutrition": {
-    "energy": 360,
-    "protein": 7,
-    "carbohydrate": 81,
-    "total sugars": 46,
-    "added sugars": 35,
-    "total fat": 2,
-    "saturated fat": 1.1,
-    "trans fat": 0.0099,
-    "cholestrol": 4.6,
-    "calcium": 741,
-    "sodium": 328,
-    "fibre": 5,
-    "phosphorus": 190,
-    "Vitamin D2 (micro g)": 9.3,
-    "Vitamin K (micro g)": null,
-    "magnesium": 65,
-    "manganese": null,
-    "Vitamin B1": 1.3,
-    "Vitamin B2": 3,
-    "Vitamin B3": 17,
-    "Vitamin B5 (micro g)": 1.4,
-    "Vitamin B6": 3.7,
-    "calcium panthothenate": null,
-    "biotin (micro g)": null,
-    "iodine": 0.139,
-    "iron": 26,
-    "Vitamin B12 (micro g)": 1.9,
-    "Folic Acid (micro g)": null,
-    "Vitamin A (micro g)": 741,
-    "Vitamin E": 2.5,
-    "Vitamin C": 140,
-    "Zinc": 8.3,
-    "Selenium (micro g)": 74,
-    "potassium": 300,
-    "Chloride": 180,
-    "Chromium (micro g)": null,
-    "Molybdenum (micro g)": null,
-    "Carnitine": null,
-    "Choline": null,
-    "Inositol": null,
-    "Taurine": null
-  },
-  "ingredients": [
-    "Cereal Extract (44%) [Malted Barley (13%), Barley (11%), Wheat Malt (11%), Wheat (9%)]",
-    "Milk solids (2%)",
-    "Sugar",
-    "Cocoa Powder",
-    "Wheat Gluten",
-    "Soy Protein Isolate",
-    "Emulsifier (INS 471)",
-    "Minerals",
-    "Liquid Glucose",
-    "Natural Colour (INS150c)",
-    "Vitamins",
-    "Nature Identical Flavouring Substances",
-    "Acidity Regulators [INS 501 and INS 500]",
-    "Edible Iodized salt"
-  ],
-  "allergy_info": [
-    "Barley",
-    "Milk",
-    "Soy",
-    "Wheat"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.498,
-  "servings": 50,
-  "item_category": "Milk Flavouring",
-  "item_name": "Horlicks Chocolate Nutrition Drink || Jar 500 g"
-},
-{
-  "_id": {
-    "$oid": "67092b69f2c710bbfc28284f"
-  },
-  "nutrition": {
-    "energy": 381,
-    "protein": 7,
-    "carbohydrate": 86,
-    "total sugars": 46,
-    "added sugars": 32.2,
-    "total fat": 1.8,
-    "saturated fat": 0.9,
-    "trans fat": 0,
-    "cholestrol": 0.1,
-    "calcium": 500,
-    "sodium": 175,
-    "fibre": 3.5,
-    "phosphorus": null,
-    "Vitamin D2 (micro g)": 18.8,
-    "Vitamin K (micro g)": null,
-    "magnesium": 132,
-    "manganese": 1.8,
-    "Vitamin B1": 0.42,
-    "Vitamin B2": 0.6,
-    "Vitamin B3": 5.5,
-    "Vitamin B5 (micro g)": 2.5,
-    "Vitamin B6": 0.8,
-    "calcium panthothenate": null,
-    "biotin (micro g)": 15,
-    "iodine": 0.133,
-    "iron": 23,
-    "Vitamin B12 (micro g)": 1.4,
-    "Folic Acid (micro g)": null,
-    "Vitamin A (micro g)": 790,
-    "Vitamin E": null,
-    "Vitamin C": 95,
-    "Zinc": 7.4,
-    "Selenium (micro g)": 19,
-    "potassium": null,
-    "coppper": 1.1,
-    "Chloride": null,
-    "Chromium (micro g)": null,
-    "Molybdenum (micro g)": null,
-    "Carnitine": null,
-    "Choline": null,
-    "Inositol": null,
-    "Taurine": null
-  },
-  "ingredients": [
-    "Cereal Extract (56%) [Barley, Wheat, Millets]",
-    "Cocoa solids",
-    "Sugar",
-    "Maltodextrin",
-    "Colour (150c)",
-    "Wheat Gluten",
-    "Emulsifier (INS 471, INS 322)",
-    "Minerals",
-    "Liquid Glucose",
-    "Milk Solids",
-    "Vitamins",
-    "Flavours(Natural, Nature Identical and Artificial (Vanilla) Falvouring Substances)",
-    "Iodized salt"
-  ],
-  "allergy_info": [
-    "Barley",
-    "Milk",
-    "Soy",
-    "Wheat"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.4973333333,
-  "servings": 150,
-  "item_category": "Milk Flavouring",
-  "item_name": "Bournvita Chocolate Nutrition Drink 750 g Pouch"
-},
-{
-  "_id": {
-    "$oid": "67092d57f2c710bbfc282851"
-  },
-  "nutrition": {
-    "energy": 386.28,
-    "protein": 7.992,
-    "carbohydrate": 86.58,
-    "total sugars": 73.26,
-    "added sugars": 57.276,
-    "total fat": 1.332,
-    "saturated fat": 0.666,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "calcium": 299.7,
-    "sodium": 113.22,
-    "fibre": null,
-    "phosphorus": 213.12
-  },
-  "ingredients": [
-    "Sugar",
-    "Ragi(25%)",
-    "Maltodextrin",
-    "Barley Malt Extract",
-    "Cardamom",
-    "Milk Solids(20%)"
-  ],
-  "allergy_info": [
-    "Milk",
-    "Barley"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.8125,
-  "servings": 150,
-  "item_category": "Milk Flavouring",
-  "item_name": "Manna Ragi Malt Drink Mix with 25% Ragi, 400g"
-},
-{
-  "_id": {
-    "$oid": "67092e99f2c710bbfc282852"
-  },
-  "nutrition": {
-    "energy": 392.4,
-    "protein": 13.8,
-    "carbohydrate": 81.3,
-    "total sugars": 54.4,
-    "added sugars": null,
-    "total fat": 1.2,
-    "saturated fat": 0.5,
-    "trans fat": 0,
-    "cholestrol": 0,
-    "fibre": 8.6
-  },
-  "ingredients": [
-    "Milk Powder",
-    "Popped Ragi",
-    "jaggery",
-    "green gram",
-    "cardamom",
-    "iodised salt."
-  ],
-  "allergy_info": [
-    "Milk"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.75,
-  "servings": 60,
-  "item_category": "Milk Flavouring",
-  "item_name": "Healthy Millet Drink | Instant Mix | Popped Ragi Milk | 200 g | Pack of 2"
-},
-{
-  "_id": {
-    "$oid": "67093203f2c710bbfc282855"
-  },
-  "nutrition": {
-    "energy": 360,
-    "protein": 15,
-    "carbohydrate": 68.2,
-    "total sugars": 28,
-    "added sugars": 12,
-    "total fat": 2.8,
-    "saturated fat": 1.4,
-    "trans fat": 0.0099,
-    "cholestrol": 5.8,
-    "calcium": 1000,
-    "sodium": 639,
-    "fibre": null,
-    "phosphorus": null,
-    "Vitamin D2 (micro g)": 16.7,
-    "Vitamin K (micro g)": 91.7,
-    "magnesium": 121,
-    "manganese": null,
-    "Vitamin B1": 0.6,
-    "Vitamin B2": 1.8,
-    "Vitamin B3": 6.7,
-    "Vitamin B5 (micro g)": 2.8,
-    "Vitamin B6": 3.3,
-    "Vitamin B9": 0.2,
-    "calcium panthothenate": null,
-    "biotin (micro g)": null,
-    "iodine": 0.825,
-    "iron": null,
-    "Vitamin B12 (micro g)": 1.6,
-    "Folic Acid (micro g)": null,
-    "Vitamin A (micro g)": 330,
-    "Vitamin E": 4.1,
-    "Vitamin C": 66.6,
-    "Zinc": 2.7,
-    "Selenium (micro g)": 43,
-    "potassium": 542
-  },
-  "ingredients": [
-    "Cereal Extract (44%) [Malted Barley (13%), Barley (11%), Wheat Malt (11%), Wheat (9%)]",
-    "Milk solids (2%)",
-    "Sugar",
-    "Cocoa Powder",
-    "Wheat Gluten",
-    "Soy Protein Isolate",
-    "Emulsifier (INS 471)",
-    "Minerals",
-    "Liquid Glucose",
-    "Natural Colour (INS150c)",
-    "Vitamins",
-    "Nature Identical Flavouring Substances",
-    "Acidity Regulators [INS 501 and INS 500]",
-    "Edible Iodized salt"
-  ],
-  "allergy_info": [
-    "Barley",
-    "Milk",
-    "Soy",
-    "Wheat"
-  ],
-  "veg": true,
-  "unit": "g",
-  "price_per_unit": 0.75,
-  "servings": 50,
-  "item_category": "Milk Flavouring",
-  "item_name": "Horlicks Women's Plus Chocolate, 400 g Carton"
-}]
\ No newline at end of file
diff --git a/data/local.accounts.json b/data/local.accounts.json
deleted file mode 100644
index 6fa0501..0000000
--- a/data/local.accounts.json
+++ /dev/null
@@ -1,7 +0,0 @@
-[{
-  "_id": {
-    "$oid": "67e58c369a51a7394d968e9c"
-  },
-  "username": "admin",
-  "password": "admin"
-}]
\ No newline at end of file
diff --git a/data/local.startup_log.json b/data/local.startup_log.json
deleted file mode 100644
index 364e0fa..0000000
--- a/data/local.startup_log.json
+++ /dev/null
@@ -1,7360 +0,0 @@
-[{
-  "_id": "DESKTOP-T8LMNDR-1728709398993",
-  "hostname": "DESKTOP-T8LMNDR",
-  "startTime": {
-    "$date": "2024-10-12T05:03:18.000Z"
-  },
-  "startTimeLocal": "Sat Oct 12 10:33:18.993",
-  "cmdLine": {
-    "config": "C:\\Program Files\\MongoDB\\Server\\8.0\\bin\\mongod.cfg",
-    "net": {
-      "bindIp": "127.0.0.1",
-      "port": 27017
-    },
-    "service": true,
-    "storage": {
-      "dbPath": "C:\\Program Files\\MongoDB\\Server\\8.0\\data"
-    },
-    "systemLog": {
-      "destination": "file",
-      "logAppend": true,
-      "path": "C:\\Program Files\\MongoDB\\Server\\8.0\\log\\mongod.log"
-    }
-  },
-  "pid": {
-    "$numberLong": "4124"
-  },
-  "buildinfo": {
-    "version": "8.0.1",
-    "gitVersion": "fcbe67d668fff5a370e2d87b9b1f74bc11bb7b94",
-    "targetMinOS": "Windows 7/Windows Server 2008 R2",
-    "modules": [],
-    "allocator": "tcmalloc-gperf",
-    "javascriptEngine": "mozjs",
-    "sysInfo": "deprecated",
-    "versionArray": [
-      8,
-      0,
-      1,
-      0
-    ],
-    "openssl": {
-      "running": "Windows SChannel"
-    },
-    "buildEnvironment": {
-      "distmod": "windows",
-      "distarch": "x86_64",
-      "cc": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "ccflags": "/nologo /WX /FImongo/platform/basic.h /fp:strict /EHsc /W3 /wd4068 /wd4244 /wd4267 /wd4290 /wd4351 /wd4355 /wd4373 /wd4800 /wd4251 /wd4291 /we4013 /we4099 /we4930 /errorReport:none /MD /O2 /Oy- /bigobj /utf-8 /permissive- /Zc:__cplusplus /Zc:sizedDealloc /volatile:iso /diagnostics:caret /std:c++20 /Gw /Gy /Zc:inline",
-      "cxx": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "cxxflags": "/TP",
-      "linkflags": "/nologo /DEBUG /INCREMENTAL:NO /LARGEADDRESSAWARE /OPT:REF",
-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
-    },
-    "bits": 64,
-    "debug": false,
-    "maxBsonObjectSize": 16777216,
-    "storageEngines": [
-      "devnull",
-      "wiredTiger"
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-  }
-},
-{
-  "_id": "DESKTOP-T8LMNDR-1729332537371",
-  "hostname": "DESKTOP-T8LMNDR",
-  "startTime": {
-    "$date": "2024-10-19T10:08:57.000Z"
-  },
-  "startTimeLocal": "Sat Oct 19 15:38:57.371",
-  "cmdLine": {
-    "config": "C:\\Program Files\\MongoDB\\Server\\8.0\\bin\\mongod.cfg",
-    "net": {
-      "bindIp": "127.0.0.1",
-      "port": 27017
-    },
-    "service": true,
-    "storage": {
-      "dbPath": "C:\\Program Files\\MongoDB\\Server\\8.0\\data"
-    },
-    "systemLog": {
-      "destination": "file",
-      "logAppend": true,
-      "path": "C:\\Program Files\\MongoDB\\Server\\8.0\\log\\mongod.log"
-    }
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-  "pid": {
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-    "targetMinOS": "Windows 7/Windows Server 2008 R2",
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-    "allocator": "tcmalloc-gperf",
-    "javascriptEngine": "mozjs",
-    "sysInfo": "deprecated",
-    "versionArray": [
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-      0,
-      1,
-      0
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-    "openssl": {
-      "running": "Windows SChannel"
-    },
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-      "distmod": "windows",
-      "distarch": "x86_64",
-      "cc": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "ccflags": "/nologo /WX /FImongo/platform/basic.h /fp:strict /EHsc /W3 /wd4068 /wd4244 /wd4267 /wd4290 /wd4351 /wd4355 /wd4373 /wd4800 /wd4251 /wd4291 /we4013 /we4099 /we4930 /errorReport:none /MD /O2 /Oy- /bigobj /utf-8 /permissive- /Zc:__cplusplus /Zc:sizedDealloc /volatile:iso /diagnostics:caret /std:c++20 /Gw /Gy /Zc:inline",
-      "cxx": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "cxxflags": "/TP",
-      "linkflags": "/nologo /DEBUG /INCREMENTAL:NO /LARGEADDRESSAWARE /OPT:REF",
-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
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-{
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-  "hostname": "DESKTOP-T8LMNDR",
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-  },
-  "startTimeLocal": "Sat Oct 19 19:52:24.086",
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-    "net": {
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-      "port": 27017
-    },
-    "service": true,
-    "storage": {
-      "dbPath": "C:\\Program Files\\MongoDB\\Server\\8.0\\data"
-    },
-    "systemLog": {
-      "destination": "file",
-      "logAppend": true,
-      "path": "C:\\Program Files\\MongoDB\\Server\\8.0\\log\\mongod.log"
-    }
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-    "targetMinOS": "Windows 7/Windows Server 2008 R2",
-    "modules": [],
-    "allocator": "tcmalloc-gperf",
-    "javascriptEngine": "mozjs",
-    "sysInfo": "deprecated",
-    "versionArray": [
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-      1,
-      0
-    ],
-    "openssl": {
-      "running": "Windows SChannel"
-    },
-    "buildEnvironment": {
-      "distmod": "windows",
-      "distarch": "x86_64",
-      "cc": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "ccflags": "/nologo /WX /FImongo/platform/basic.h /fp:strict /EHsc /W3 /wd4068 /wd4244 /wd4267 /wd4290 /wd4351 /wd4355 /wd4373 /wd4800 /wd4251 /wd4291 /we4013 /we4099 /we4930 /errorReport:none /MD /O2 /Oy- /bigobj /utf-8 /permissive- /Zc:__cplusplus /Zc:sizedDealloc /volatile:iso /diagnostics:caret /std:c++20 /Gw /Gy /Zc:inline",
-      "cxx": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "cxxflags": "/TP",
-      "linkflags": "/nologo /DEBUG /INCREMENTAL:NO /LARGEADDRESSAWARE /OPT:REF",
-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
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-},
-{
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-  "hostname": "DESKTOP-T8LMNDR",
-  "startTime": {
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-  },
-  "startTimeLocal": "Sun Oct 20 19:54:18.008",
-  "cmdLine": {
-    "config": "C:\\Program Files\\MongoDB\\Server\\8.0\\bin\\mongod.cfg",
-    "net": {
-      "bindIp": "127.0.0.1",
-      "port": 27017
-    },
-    "service": true,
-    "storage": {
-      "dbPath": "C:\\Program Files\\MongoDB\\Server\\8.0\\data"
-    },
-    "systemLog": {
-      "destination": "file",
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-    "modules": [],
-    "allocator": "tcmalloc-gperf",
-    "javascriptEngine": "mozjs",
-    "sysInfo": "deprecated",
-    "versionArray": [
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-      0
-    ],
-    "openssl": {
-      "running": "Windows SChannel"
-    },
-    "buildEnvironment": {
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-      "distarch": "x86_64",
-      "cc": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "ccflags": "/nologo /WX /FImongo/platform/basic.h /fp:strict /EHsc /W3 /wd4068 /wd4244 /wd4267 /wd4290 /wd4351 /wd4355 /wd4373 /wd4800 /wd4251 /wd4291 /we4013 /we4099 /we4930 /errorReport:none /MD /O2 /Oy- /bigobj /utf-8 /permissive- /Zc:__cplusplus /Zc:sizedDealloc /volatile:iso /diagnostics:caret /std:c++20 /Gw /Gy /Zc:inline",
-      "cxx": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "cxxflags": "/TP",
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-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
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-},
-{
-  "_id": "DESKTOP-T8LMNDR-1729777783568",
-  "hostname": "DESKTOP-T8LMNDR",
-  "startTime": {
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-  },
-  "startTimeLocal": "Thu Oct 24 19:19:43.568",
-  "cmdLine": {
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-    "net": {
-      "bindIp": "127.0.0.1",
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-    },
-    "service": true,
-    "storage": {
-      "dbPath": "C:\\Program Files\\MongoDB\\Server\\8.0\\data"
-    },
-    "systemLog": {
-      "destination": "file",
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-      "path": "C:\\Program Files\\MongoDB\\Server\\8.0\\log\\mongod.log"
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-    "targetMinOS": "Windows 7/Windows Server 2008 R2",
-    "modules": [],
-    "allocator": "tcmalloc-gperf",
-    "javascriptEngine": "mozjs",
-    "sysInfo": "deprecated",
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-      1,
-      0
-    ],
-    "openssl": {
-      "running": "Windows SChannel"
-    },
-    "buildEnvironment": {
-      "distmod": "windows",
-      "distarch": "x86_64",
-      "cc": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "ccflags": "/nologo /WX /FImongo/platform/basic.h /fp:strict /EHsc /W3 /wd4068 /wd4244 /wd4267 /wd4290 /wd4351 /wd4355 /wd4373 /wd4800 /wd4251 /wd4291 /we4013 /we4099 /we4930 /errorReport:none /MD /O2 /Oy- /bigobj /utf-8 /permissive- /Zc:__cplusplus /Zc:sizedDealloc /volatile:iso /diagnostics:caret /std:c++20 /Gw /Gy /Zc:inline",
-      "cxx": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
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-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
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-    ]
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-},
-{
-  "_id": "DESKTOP-T8LMNDR-1729780154681",
-  "hostname": "DESKTOP-T8LMNDR",
-  "startTime": {
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-  },
-  "startTimeLocal": "Thu Oct 24 19:59:14.681",
-  "cmdLine": {
-    "config": "C:\\Program Files\\MongoDB\\Server\\8.0\\bin\\mongod.cfg",
-    "net": {
-      "bindIp": "127.0.0.1",
-      "port": 27017
-    },
-    "service": true,
-    "storage": {
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-    },
-    "systemLog": {
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-      "path": "C:\\Program Files\\MongoDB\\Server\\8.0\\log\\mongod.log"
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-      "cxx": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "cxxflags": "/TP",
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-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
-    },
-    "bits": 64,
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-    "storageEngines": [
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-    ]
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-},
-{
-  "_id": "DESKTOP-T8LMNDR-1730733011012",
-  "hostname": "DESKTOP-T8LMNDR",
-  "startTime": {
-    "$date": "2024-11-04T15:10:11.000Z"
-  },
-  "startTimeLocal": "Mon Nov  4 20:40:11.012",
-  "cmdLine": {
-    "config": "C:\\Program Files\\MongoDB\\Server\\8.0\\bin\\mongod.cfg",
-    "net": {
-      "bindIp": "127.0.0.1",
-      "port": 27017
-    },
-    "service": true,
-    "storage": {
-      "dbPath": "C:\\Program Files\\MongoDB\\Server\\8.0\\data"
-    },
-    "systemLog": {
-      "destination": "file",
-      "logAppend": true,
-      "path": "C:\\Program Files\\MongoDB\\Server\\8.0\\log\\mongod.log"
-    }
-  },
-  "pid": {
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-    "modules": [],
-    "allocator": "tcmalloc-gperf",
-    "javascriptEngine": "mozjs",
-    "sysInfo": "deprecated",
-    "versionArray": [
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-      1,
-      0
-    ],
-    "openssl": {
-      "running": "Windows SChannel"
-    },
-    "buildEnvironment": {
-      "distmod": "windows",
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-{
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-{
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-      "linkflags": "/nologo /DEBUG /INCREMENTAL:NO /LARGEADDRESSAWARE /OPT:REF",
-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
-    },
-    "bits": 64,
-    "debug": false,
-    "maxBsonObjectSize": 16777216,
-    "storageEngines": [
-      "devnull",
-      "wiredTiger"
-    ]
-  }
-},
-{
-  "_id": "Shubh-PC-1743069136714",
-  "hostname": "Shubh-PC",
-  "startTime": {
-    "$date": "2025-03-27T09:52:16.000Z"
-  },
-  "startTimeLocal": "Thu Mar 27 15:22:16.714",
-  "cmdLine": {
-    "config": "C:\\Program Files\\MongoDB\\Server\\8.0\\bin\\mongod.cfg",
-    "net": {
-      "bindIp": "127.0.0.1",
-      "port": 27017
-    },
-    "service": true,
-    "storage": {
-      "dbPath": "C:\\Program Files\\MongoDB\\Server\\8.0\\data"
-    },
-    "systemLog": {
-      "destination": "file",
-      "logAppend": true,
-      "path": "C:\\Program Files\\MongoDB\\Server\\8.0\\log\\mongod.log"
-    }
-  },
-  "pid": {
-    "$numberLong": "4516"
-  },
-  "buildinfo": {
-    "version": "8.0.1",
-    "gitVersion": "fcbe67d668fff5a370e2d87b9b1f74bc11bb7b94",
-    "targetMinOS": "Windows 7/Windows Server 2008 R2",
-    "modules": [],
-    "allocator": "tcmalloc-gperf",
-    "javascriptEngine": "mozjs",
-    "sysInfo": "deprecated",
-    "versionArray": [
-      8,
-      0,
-      1,
-      0
-    ],
-    "openssl": {
-      "running": "Windows SChannel"
-    },
-    "buildEnvironment": {
-      "distmod": "windows",
-      "distarch": "x86_64",
-      "cc": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "ccflags": "/nologo /WX /FImongo/platform/basic.h /fp:strict /EHsc /W3 /wd4068 /wd4244 /wd4267 /wd4290 /wd4351 /wd4355 /wd4373 /wd4800 /wd4251 /wd4291 /we4013 /we4099 /we4930 /errorReport:none /MD /O2 /Oy- /bigobj /utf-8 /permissive- /Zc:__cplusplus /Zc:sizedDealloc /volatile:iso /diagnostics:caret /std:c++20 /Gw /Gy /Zc:inline",
-      "cxx": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "cxxflags": "/TP",
-      "linkflags": "/nologo /DEBUG /INCREMENTAL:NO /LARGEADDRESSAWARE /OPT:REF",
-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
-    },
-    "bits": 64,
-    "debug": false,
-    "maxBsonObjectSize": 16777216,
-    "storageEngines": [
-      "devnull",
-      "wiredTiger"
-    ]
-  }
-},
-{
-  "_id": "Shubh-PC-1743091057256",
-  "hostname": "Shubh-PC",
-  "startTime": {
-    "$date": "2025-03-27T15:57:37.000Z"
-  },
-  "startTimeLocal": "Thu Mar 27 21:27:37.256",
-  "cmdLine": {
-    "config": "C:\\Program Files\\MongoDB\\Server\\8.0\\bin\\mongod.cfg",
-    "net": {
-      "bindIp": "127.0.0.1",
-      "port": 27017
-    },
-    "service": true,
-    "storage": {
-      "dbPath": "C:\\Program Files\\MongoDB\\Server\\8.0\\data"
-    },
-    "systemLog": {
-      "destination": "file",
-      "logAppend": true,
-      "path": "C:\\Program Files\\MongoDB\\Server\\8.0\\log\\mongod.log"
-    }
-  },
-  "pid": {
-    "$numberLong": "4316"
-  },
-  "buildinfo": {
-    "version": "8.0.1",
-    "gitVersion": "fcbe67d668fff5a370e2d87b9b1f74bc11bb7b94",
-    "targetMinOS": "Windows 7/Windows Server 2008 R2",
-    "modules": [],
-    "allocator": "tcmalloc-gperf",
-    "javascriptEngine": "mozjs",
-    "sysInfo": "deprecated",
-    "versionArray": [
-      8,
-      0,
-      1,
-      0
-    ],
-    "openssl": {
-      "running": "Windows SChannel"
-    },
-    "buildEnvironment": {
-      "distmod": "windows",
-      "distarch": "x86_64",
-      "cc": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "ccflags": "/nologo /WX /FImongo/platform/basic.h /fp:strict /EHsc /W3 /wd4068 /wd4244 /wd4267 /wd4290 /wd4351 /wd4355 /wd4373 /wd4800 /wd4251 /wd4291 /we4013 /we4099 /we4930 /errorReport:none /MD /O2 /Oy- /bigobj /utf-8 /permissive- /Zc:__cplusplus /Zc:sizedDealloc /volatile:iso /diagnostics:caret /std:c++20 /Gw /Gy /Zc:inline",
-      "cxx": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "cxxflags": "/TP",
-      "linkflags": "/nologo /DEBUG /INCREMENTAL:NO /LARGEADDRESSAWARE /OPT:REF",
-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
-    },
-    "bits": 64,
-    "debug": false,
-    "maxBsonObjectSize": 16777216,
-    "storageEngines": [
-      "devnull",
-      "wiredTiger"
-    ]
-  }
-},
-{
-  "_id": "Shubh-PC-1743096201970",
-  "hostname": "Shubh-PC",
-  "startTime": {
-    "$date": "2025-03-27T17:23:21.000Z"
-  },
-  "startTimeLocal": "Thu Mar 27 22:53:21.971",
-  "cmdLine": {
-    "config": "C:\\Program Files\\MongoDB\\Server\\8.0\\bin\\mongod.cfg",
-    "net": {
-      "bindIp": "127.0.0.1",
-      "port": 27017
-    },
-    "service": true,
-    "storage": {
-      "dbPath": "C:\\Program Files\\MongoDB\\Server\\8.0\\data"
-    },
-    "systemLog": {
-      "destination": "file",
-      "logAppend": true,
-      "path": "C:\\Program Files\\MongoDB\\Server\\8.0\\log\\mongod.log"
-    }
-  },
-  "pid": {
-    "$numberLong": "4516"
-  },
-  "buildinfo": {
-    "version": "8.0.1",
-    "gitVersion": "fcbe67d668fff5a370e2d87b9b1f74bc11bb7b94",
-    "targetMinOS": "Windows 7/Windows Server 2008 R2",
-    "modules": [],
-    "allocator": "tcmalloc-gperf",
-    "javascriptEngine": "mozjs",
-    "sysInfo": "deprecated",
-    "versionArray": [
-      8,
-      0,
-      1,
-      0
-    ],
-    "openssl": {
-      "running": "Windows SChannel"
-    },
-    "buildEnvironment": {
-      "distmod": "windows",
-      "distarch": "x86_64",
-      "cc": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "ccflags": "/nologo /WX /FImongo/platform/basic.h /fp:strict /EHsc /W3 /wd4068 /wd4244 /wd4267 /wd4290 /wd4351 /wd4355 /wd4373 /wd4800 /wd4251 /wd4291 /we4013 /we4099 /we4930 /errorReport:none /MD /O2 /Oy- /bigobj /utf-8 /permissive- /Zc:__cplusplus /Zc:sizedDealloc /volatile:iso /diagnostics:caret /std:c++20 /Gw /Gy /Zc:inline",
-      "cxx": "cl: Microsoft (R) C/C++ Optimizing Compiler Version 19.31.31107 for x64",
-      "cxxflags": "/TP",
-      "linkflags": "/nologo /DEBUG /INCREMENTAL:NO /LARGEADDRESSAWARE /OPT:REF",
-      "target_arch": "x86_64",
-      "target_os": "windows",
-      "cppdefines": "SAFEINT_USE_INTRINSICS 0 PCRE2_STATIC NDEBUG BOOST_ALL_NO_LIB _UNICODE UNICODE _SILENCE_CXX17_ALLOCATOR_VOID_DEPRECATION_WARNING _SILENCE_CXX17_OLD_ALLOCATOR_MEMBERS_DEPRECATION_WARNING _SILENCE_CXX17_CODECVT_HEADER_DEPRECATION_WARNING _SILENCE_ALL_CXX20_DEPRECATION_WARNINGS _CONSOLE _CRT_SECURE_NO_WARNINGS _ENABLE_EXTENDED_ALIGNED_STORAGE _SCL_SECURE_NO_WARNINGS _WIN32_WINNT 0x0A00 BOOST_USE_WINAPI_VERSION 0x0A00 NTDDI_VERSION 0x0A000000 ABSL_FORCE_ALIGNED_ACCESS BOOST_ENABLE_ASSERT_DEBUG_HANDLER BOOST_FILESYSTEM_NO_CXX20_ATOMIC_REF BOOST_LOG_NO_SHORTHAND_NAMES BOOST_LOG_USE_NATIVE_SYSLOG BOOST_LOG_WITHOUT_THREAD_ATTR BOOST_MATH_NO_LONG_DOUBLE_MATH_FUNCTIONS BOOST_SYSTEM_NO_DEPRECATED BOOST_THREAD_USES_DATETIME BOOST_THREAD_VERSION 5"
-    },
-    "bits": 64,
-    "debug": false,
-    "maxBsonObjectSize": 16777216,
-    "storageEngines": [
-      "devnull",
-      "wiredTiger"
-    ]
-  }
-}]
\ No newline at end of file
diff --git a/docs/BMC PPT FOOD-STAT.pptx b/docs/BMC PPT FOOD-STAT.pptx
new file mode 100644
index 0000000..e007728
Binary files /dev/null and b/docs/BMC PPT FOOD-STAT.pptx differ
diff --git a/docs/BMC for Food-Stat.docx b/docs/BMC for Food-Stat.docx
new file mode 100644
index 0000000..ca1f741
Binary files /dev/null and b/docs/BMC for Food-Stat.docx differ
diff --git a/docs/FoodStat app.pptx b/docs/FoodStat app.pptx
new file mode 100644
index 0000000..ed1fb28
Binary files /dev/null and b/docs/FoodStat app.pptx differ
diff --git a/docs/PPT FINAL - HACKVERSE.pptx b/docs/PPT FINAL - HACKVERSE.pptx
new file mode 100644
index 0000000..40eb5ae
Binary files /dev/null and b/docs/PPT FINAL - HACKVERSE.pptx differ
diff --git a/server/Barcode/Pintola.jpg b/server/Barcode/Pintola.jpg
new file mode 100644
index 0000000..f9bf5cb
Binary files /dev/null and b/server/Barcode/Pintola.jpg differ
diff --git a/server/Barcode/analyze_barcodes.py b/server/Barcode/analyze_barcodes.py
new file mode 100644
index 0000000..8843eaf
--- /dev/null
+++ b/server/Barcode/analyze_barcodes.py
@@ -0,0 +1,24 @@
+import cv2
+import numpy as np
+from pyzbar.pyzbar import decode
+
+
+def analyze_barcode_from_pil(pil_image):
+    # Convert PIL image to OpenCV format
+    cv_image = cv2.cvtColor(np.array(pil_image), cv2.COLOR_RGB2BGR)
+
+    barcodes = decode(cv_image)
+    results = []
+
+    for barcode in barcodes:
+        data = barcode.data.decode('utf-8')
+        barcode_type = barcode.type
+        results.append({'type': barcode_type, 'data': data})
+
+        # Draw rectangle (optional for debugging)
+        pts = [(point.x, point.y) for point in barcode.polygon]
+        cv2.polylines(cv_image, [np.array(pts, dtype=np.int32)], isClosed=True, color=(0, 255, 0), thickness=2)
+        cv2.putText(cv_image, f'{barcode_type}: {data}', (pts[0][0], pts[0][1] - 10),
+                    cv2.FONT_HERSHEY_SIMPLEX, 0.6, (255, 0, 0), 2)
+
+    return results, cv_image  # Return both barcode data and annotated image
diff --git a/server/Barcode/barcode.jpg b/server/Barcode/barcode.jpg
new file mode 100644
index 0000000..a90986c
Binary files /dev/null and b/server/Barcode/barcode.jpg differ
diff --git a/server/Barcode/barcode_utils.py b/server/Barcode/barcode_utils.py
new file mode 100644
index 0000000..5d84ddc
--- /dev/null
+++ b/server/Barcode/barcode_utils.py
@@ -0,0 +1,78 @@
+# barcode_utils.py
+
+import cv2
+from pyzbar.pyzbar import decode
+import numpy as np
+from pymongo import MongoClient
+from dotenv import load_dotenv
+import os
+
+load_dotenv()
+uri: str = os.getenv("MONGO_ATLAS_URI")
+
+def get_mongo_connection(uri=uri, db_name="food-stat", collection_name="food_items"):
+    client = MongoClient(uri)
+    db = client[db_name]
+    return db[collection_name]
+
+from bson import ObjectId
+
+def check_barcode_in_mongo(barcode_data, collection):
+    if not barcode_data:
+        print("[ERROR] No barcode data to match.")
+        return None
+
+    result = collection.find_one({"barcode": barcode_data})
+    if result:
+        print("[✅] Match found in database!")
+        result['_id'] = str(result['_id'])  # 👈 Convert ObjectId to string
+        return result
+    else:
+        print("[❌] No match found in the database.")
+        return None
+
+
+def analyze_barcode_from_base64(base64_data):
+    import base64
+    import io
+    from PIL import Image
+
+    try:
+        image_data = base64.b64decode(base64_data.split(',')[1])
+        image = Image.open(io.BytesIO(image_data)).convert('RGB')
+        frame = np.array(image)
+        frame = cv2.cvtColor(frame, cv2.COLOR_RGB2BGR)
+
+        barcodes = decode(frame)
+        results = []
+
+        if not barcodes:
+            print("[❌] No barcodes found in image.")
+        else:
+            print(f"[🔍] Found {len(barcodes)} barcode(s)")
+
+        collection = get_mongo_connection()
+
+        for barcode in barcodes:
+            barcode_data = barcode.data.decode("utf-8")
+            barcode_type = barcode.type
+            print(f"[✅] Decoded: {barcode_type} | {barcode_data}")
+
+            try:
+                product = check_barcode_in_mongo(barcode_data, collection)
+            except Exception as e:
+                print(f"[⚠️] Error querying Mongo: {e}")
+                product = None
+
+            results.append({
+                "type": barcode_type,
+                "data": barcode_data,
+                "product": product
+            })
+            print(results)
+
+        return results
+
+    except Exception as e:
+        print(f"[❌] Barcode analysis failed: {e}")
+        return []
diff --git a/server/Barcode/find_barcode.py b/server/Barcode/find_barcode.py
new file mode 100644
index 0000000..0e58ca9
--- /dev/null
+++ b/server/Barcode/find_barcode.py
@@ -0,0 +1,53 @@
+import cv2
+from pyzbar.pyzbar import decode
+import os
+from pymongo import MongoClient
+from dotenv import load_dotenv
+load_dotenv()
+uri: str = os.getenv("MONGO_ATLAS_URI")
+
+def get_mongo_connection(uri=uri, db_name="food-stat", collection_name="food_items"):
+    client = MongoClient(uri)
+    db = client[db_name]
+    return db[collection_name]
+
+def analyze_barcode_from_image(image_path):
+    if not os.path.exists(image_path):
+        print(f"[ERROR] File not found: {image_path}")
+        return None
+
+    image = cv2.imread(image_path)
+    barcodes = decode(image)
+
+    if not barcodes:
+        print("[INFO] No barcode found in the image.")
+        return None
+
+    for barcode in barcodes:
+        data = barcode.data.decode('utf-8')
+        print(f"[INFO] Found {barcode.type} barcode with data: {data}")
+        return data
+
+    return None
+
+def check_barcode_in_mongo(barcode_data, collection):
+    if not barcode_data:
+        print("[ERROR] No barcode data to match.")
+        return
+
+    result = collection.find_one({"barcode": barcode_data})
+    if result:
+        print("[✅] Match found in database!")
+        print("Product Details:", result)
+    else:
+        print("[❌] No match found in the database.")
+
+if __name__ == "__main__":
+    image_path = "barcode.jpg"
+    barcode_data = analyze_barcode_from_image(image_path)
+
+    # Connect to MongoDB
+    collection = get_mongo_connection()
+
+    # Search for barcode match
+    check_barcode_in_mongo(barcode_data, collection)
diff --git a/server/Barcode/food-barcode-label.jpg b/server/Barcode/food-barcode-label.jpg
new file mode 100644
index 0000000..7104612
Binary files /dev/null and b/server/Barcode/food-barcode-label.jpg differ
diff --git a/server/Barcode/scan_barcode.py b/server/Barcode/scan_barcode.py
new file mode 100644
index 0000000..de69f72
--- /dev/null
+++ b/server/Barcode/scan_barcode.py
@@ -0,0 +1,87 @@
+import cv2
+from pyzbar.pyzbar import decode
+import numpy as np
+from pymongo import MongoClient
+from dotenv import load_dotenv
+import os
+
+load_dotenv()
+uri: str = os.getenv("MONGO_ATLAS_URI")
+
+def analyze_barcode_from_frame(frame):
+    barcodes = decode(frame)
+    if not barcodes:
+        print("[INFO] No barcode found.")
+        return
+
+    for barcode in barcodes:
+        data = barcode.data.decode('utf-8')
+        barcode_type = barcode.type
+        points = barcode.polygon
+
+        # Draw rectangle around the barcode
+        pts = [(point.x, point.y) for point in points]
+        cv2.polylines(frame, [np.array(pts, dtype=np.int32)], isClosed=True, color=(0, 255, 0), thickness=2)
+
+        # Show barcode data
+        cv2.putText(frame, f'{barcode_type}: {data}', (pts[0][0], pts[0][1] - 10),
+                    cv2.FONT_HERSHEY_SIMPLEX, 0.6, (255, 0, 0), 2)
+        print(f'[INFO] Detected {barcode_type}: {data}')
+
+    cv2.imshow("Captured Frame Analysis", frame)
+    cv2.waitKey(3000)
+    cv2.destroyWindow("Captured Frame Analysis")
+
+def capture_and_analyze(camera_index):
+    cap = cv2.VideoCapture(camera_index)
+    if not cap.isOpened():
+        print(f"[ERROR] Unable to access camera {camera_index}")
+        return
+
+    print(f"Camera {camera_index} started. Press 'c' to capture and analyze, 'q' to quit.")
+
+    while True:
+        ret, frame = cap.read()
+        if not ret:
+            print("[ERROR] Failed to grab frame.")
+            break
+
+        cv2.imshow("Live Feed", frame)
+
+        key = cv2.waitKey(1) & 0xFF
+        if key == ord('q'):
+            break
+        elif key == ord('c'):
+            print("[INFO] Captured frame for barcode analysis.")
+            analyze_barcode_from_frame(frame)
+
+    cap.release()
+    cv2.destroyAllWindows()
+
+
+def check_barcode_in_mongo(barcode_data, collection):
+    if not barcode_data:
+        print("[ERROR] No barcode data to match.")
+        return
+
+    result = collection.find_one({"barcode": barcode_data})
+    if result:
+        print("[✅] Match found in database!")
+        print("Product Details:", result)
+    else:
+        print("[❌] No match found in the database.")
+
+
+def get_mongo_connection(uri=uri, db_name="food-stat", collection_name="food_items"):
+    client = MongoClient(uri)
+    db = client[db_name]
+    return db[collection_name]
+
+
+def example():
+    try:
+        camera_index = int(input("Enter camera source index (default is 0): ") or 0)
+    except ValueError:
+        camera_index = 0
+
+    capture_and_analyze(camera_index)
diff --git a/server/ML_APIS/CleanedDataForModel.csv b/server/ML_APIS/CleanedDataForModel.csv
deleted file mode 100644
index 1709f28..0000000
--- a/server/ML_APIS/CleanedDataForModel.csv
+++ /dev/null
@@ -1,89 +0,0 @@
-ITEM_NAME,PRICE_PER_UNIT.$NUMBERDECIMAL,ITEM_CATEGORY,FINAL_RATING,HEALTH_IMPACT_RATING,INGREDIENT_QUALITY_RATING,NUTRITIONAL_CONTENT_RATING,NUTRITION.ENERGY,NUTRITION.PROTEIN,NUTRITION.CARBOHYDRATE,NUTRITION.TOTAL_SUGARS,NUTRITION.ADDED_SUGARS,NUTRITION.TOTAL_FAT,NUTRITION.SATURATED_FAT,NUTRITION.FIBER,NUTRITION.SODIUM
-"MAGGI 2-MINUTE INSTANT NOODLES - MASALA, 70 G POUCH",0.2,INSTANT NOODLES,2.8,2.8,2.5,3.0,384.0,8.2,59.6,1.8,1.3,12.5,8.2,0.0,1028.3
-KNORR K-POT SPICY KIMCHI VEG MEAL KOREAN RAMEN 96 G,0.625,INSTANT NOODLES,3.0,2.9,2.8,3.2,384.0,8.2,59.6,1.8,1.3,12.5,8.2,0.0,1028.3
-"INDOMIE INSTANT SOUP NOODLES - SPECIAL CHICKEN FLAVOUR, 75 G POUCH",0.39,INSTANT NOODLES,3.1,3.0,2.9,3.3,456.0,10.6,64.1,2.6,0.0,18.0,0.0,2.8,0.0
-SAMYANG FIRE BULDAK HOT CHICKEN FLAVOUR RAMESN NOODLE CUP - 70 GM,0.28571,INSTANT NOODLES,3.0,2.8,3.0,3.2,295.0,6.0,42.0,6.0,0.0,10.0,5.0,0.0,630.0
-NONGSHIM SHIN RAMYUN SPICY FLAVOURED INSTANT NOODLE SOUP,0.930232558,INSTANT NOODLES,2.8,2.5,2.7,3.1,424.0,8.6,66.0,2.6,0.0,14.0,14.0,0.0,1470.0
-NISSIN SPICED CHICKEN CUP NOODLES,0.614285714,INSTANT NOODLES,2.6,2.4,2.5,2.9,485.19,10.28,62.8,3.63,3.63,20.22,9.72,0.0,1409.17
-"COMPLAN NUTRITION DRINK POWDER FOR CHILDREN, ROYALE CHOCOLATE FLAVOUR, 500 G CARTON | NUTRITION DRINK FOR KIDS WITH PROTEIN & 34 VITAL NUTRIENTS",0.638,MILK FLAVOURING,3.3,3.0,3.2,3.7,419.0,18.0,62.0,45.5,21.8,11.0,0.0,0.0,400.0
-HORLICKS CHOCOLATE NUTRITION DRINK || JAR 500 G,0.498,MILK FLAVOURING,3.3,3.0,3.4,3.5,360.0,7.0,81.0,46.0,35.0,2.0,1.1,5.0,328.0
-BOURNVITA CHOCOLATE NUTRITION DRINK 750 G POUCH,0.497333333,MILK FLAVOURING,3.5,3.2,3.7,3.5,381.0,7.0,86.0,46.0,32.2,1.8,0.9,3.5,175.0
-"MANNA RAGI MALT DRINK MIX WITH 25% RAGI, 400G",0.8125,MILK FLAVOURING,3.0,2.8,3.2,3.0,386.28,7.992,86.58,73.26,57.276,1.332,0.666,0.0,113.22
-HEALTHY MILLET DRINK | INSTANT MIX | POPPED RAGI MILK | 200 G | PACK OF 2,0.75,MILK FLAVOURING,4.0,4.0,4.5,4.0,392.4,13.8,81.3,54.4,0.0,1.2,0.5,8.6,0.0
-"HORLICKS WOMEN'S PLUS CHOCOLATE, 400 G CARTON",0.75,MILK FLAVOURING,3.5,3.5,3.5,4.0,360.0,15.0,68.2,28.0,12.0,2.8,1.4,0.0,639.0
-"KELLOGG'S CORN FLAKES ORIGINAL 1.2KG | POWER OF 5: ENERGY, PROTEIN, IRON, IMMUNO NUTRIENTS, VITAMINS B1, B2, B3 & C| CORN FLAKES, BREAKFAST CEREAL",0.2604,CORN FLAKES,3.8,4.0,4.0,3.5,378.0,6.7,86.9,9.2,8.0,1.0,0.6,2.5,490.0
-NESTLé MUNCH CRUNCHILICIOUS CEREAL | GET SET & CRUNCH | BREAKFAST CEREAL | 300G BOX | CHOCOLATE (FLAVOR),0.53667,CORN FLAKES,3.3,3.0,3.5,3.5,279.0,6.2,61.1,22.0,21.4,2.2,1.6,5.1,146.4
-YOGABAR SUPER HIGH PROTEIN MUESLI 850G | 21G PROTEIN | WITH PROBIOTICS AND WHEY | NO REFINED SUGAR | EASY ON GUT | CHOCO ALMOND | PROTEIN SNACK | HIGH FIBER FOOD | BREAKFAST CEREAL,0.59667,CORN FLAKES,4.5,4.5,4.5,4.5,396.0,23.2,55.0,17.5,8.6,10.8,4.0,7.0,268.0
-BAGRRY'S WHEY PROTEIN MUESLI 750GM POUCH |15GM PROTEIN PER SERVE |CHOCOLATE FLAVOUR|WHOLE OATS & CALIFORNIAN ALMONDS|BREAKFAST CEREAL|PROTEIN RICH|PREMIUM AMERICAN WHEY MUESLI,0.50567,CORN FLAKES,4.1,4.1,4.0,4.2,399.0,20.3,64.5,16.0,11.0,8.2,1.3,6.6,234.0
-HIGH PROTEIN SUPER ROLLED OATS CHOCOLATE,0.549,CORN FLAKES,4.6,4.6,4.8,4.5,445.0,22.0,52.2,6.0,0.0,16.4,2.8,7.0,10.5
-"GAIA CRUNCHY DIET MUESLI - LOW-CALORIE, PROTEIN RICH, HIGH-FIBER MUESLI CEREAL SERVES AS A HEALTHY AND NUTRITIOUS BREAKFAST OPTION WITH ZERO ADDED SUGAR. 1KG JAR PACK - NO ADDED FLAVOR",0.699,CORN FLAKES,4.2,4.3,4.2,4.0,409.28,13.49,78.57,2.49,0.0,4.56,0.83,0.0,0.0
-"NUTELLA HAZELNUT SPREAD, 350 G JAR",1.03,BREAKFAST SPREADS,2.2,2.0,2.5,2.0,533.0,6.3,57.5,56.3,0.0,30.9,10.6,0.0,577.0
-"HERSHEY'S SPREADS COCOA WITH ALMOND, 150G",1.1733,BREAKFAST SPREADS,1.8,1.5,2.0,1.8,550.0,2.2,64.0,61.0,56.0,31.6,13.0,0.0,140.0
-KISSAN MIXED FRUIT JAM 200 G,0.4,BREAKFAST SPREADS,2.2,2.0,2.0,2.5,285.0,0.3,70.5,68.1,62.6,0.1,0.0,0.8,51.0
-"KISSAN ORANGE MARMALADE JAM, 500G",0.4,BREAKFAST SPREADS,2.5,2.0,2.0,2.5,290.0,0.1,72.3,71.5,69.3,0.1,0.0,0.6,30.0
-BHUIRA|ALL NATURAL JAM BITTER ORANGE MARMALADE|NO ADDED PRESERVATIVES|NO ARTIFICAL COLOR ADDED|240 G|PACK OF 1,0.4,BREAKFAST SPREADS,3.3,3.5,4.0,3.5,281.0,0.42,69.83,53.49,20.74,0.0,0.0,1.0,62.3
-"OVOMALTINE CRUNCHY CREAM SPREAD WITH MALTED CRUNCHY PIECES AND COCOA, DELICIOUS SWISS CHOCOLATE, TASTY AND HEALTHY BREAKFAST BREAD SPREAD, VEGETARIAN, MADE IN SWITZERLAND, 240G (PACK OF 1)",0.8292,BREAKFAST SPREADS,3.0,2.5,3.5,3.0,547.0,3.7,59.4,50.1,37.7,32.4,5.5,0.0,66.0
-"BONN BREAD HIGH FIBER BROWN BREAD, 400 G",0.125,BREAD,3.4,3.5,3.0,3.5,264.0,7.7,49.68,4.48,3.58,1.95,0.4,8.4,577.0
-"THE HEALTH FACTORY ZERO MAIDA BREAD, 350 G",0.185714286,BREAD,4.3,4.2,4.5,4.0,245.22,13.72,44.66,4.22,2.1,1.3,0.34,6.34,333.52
-BRITANNIA HEALTHY SLICE SANDWICH WHITE BREAD 500G,0.08,BREAD,2.5,2.5,2.0,3.0,245.22,13.72,44.66,4.22,2.1,1.3,0.34,6.34,333.52
-"BRITANNIA 100% WHOLE WHEAT SANDWICH BREAD, 450 G POUCH",0.13,BREAD,3.0,3.0,2.5,3.5,250.0,8.0,50.0,2.0,0.0,2.0,1.0,6.0,0.0
-BRITANNIA MULTIGRAIN BREAD 450 G,0.106666667,BREAD,3.7,3.5,3.5,4.0,252.0,9.6,47.0,1.4,1.3,4.3,1.0,6.5,424.0
-BONN MULTIGRAIN BREAD,0.1625,BREAD,3.8,3.5,3.8,4.0,268.0,8.68,42.04,2.96,2.09,5.38,1.18,8.13,470.0
-MYFITNESS ALL NATURAL PEANUT BUTTER CRUNCHY 1.25KG,0.3632,PEANUT BUTTER,4.5,4.2,4.8,4.6,622.0,32.0,14.0,0.0,0.0,49.0,12.0,0.0,7.0
-THE BUTTERNUT CO. NATURAL PEANUT BUTTER (CRUNCHY) 1KG,0.399,PEANUT BUTTER,4.3,4.0,4.7,4.5,640.0,32.0,15.0,0.0,0.0,50.0,0.0,0.0,0.0
-PINTOLA HIGH PROTEIN ORGANIC JAGGERY PEANUT BUTTER CRUNCHY 1KG,0.532,PEANUT BUTTER,4.1,4.3,4.5,4.4,605.0,33.0,26.0,16.5,14.0,40.0,0.0,7.0,17.9
-"SUNDROP PEANUT BUTTER, CREAMY, 924G",0.276,PEANUT BUTTER,4.0,3.9,4.2,4.5,645.0,25.0,19.0,19.0,0.0,52.0,10.0,5.0,345.0
-THE WHOLE TRUTH - PEANUT BUTTER WITH DATES(SWEETENED) CRUNCHY 325 G,0.5631,PEANUT BUTTER,4.2,4.1,4.6,4.3,637.0,24.2,22.0,12.8,0.0,50.3,8.5,8.1,31.1
-PINTOLA ALL NATURAL PEANUT BUTTER CRUNCHY 1KG,0.354,PEANUT BUTTER,4.4,4.2,4.7,4.5,639.0,30.0,18.0,3.0,0.0,49.0,8.5,9.0,19.0
-MAAZA MANGO DRINK 135ML,0.0633,PACKETED JUICE,2.2,2.0,2.5,2.0,60.0,0.0,15.0,14.8,13.5,0.0,0.0,0.0,0.0
-B NATURAL GUAVA JUICE GOODNESS OF FIBER 1L,0.101,PACKETED JUICE,3.2,3.0,3.5,3.0,52.0,0.1,13.18,12.4,10.6,0.0,0.0,0.78,5.0
-URBAN PLATTER CANADIAN CRANBERRY JUICE 1L,1.69,PACKETED JUICE,4.2,4.0,5.0,3.5,70.0,0.0,18.0,11.0,0.0,0.0,0.0,0.0,10.0
-"RAW PRESSERY JUICE, MANGO 1L",0.22,PACKETED JUICE,3.7,3.5,4.0,3.5,41.7,0.45,10.43,8.69,3.41,0.0,0.0,0.91,1.04
-REAL APPLE FRUIT JUICE -1L,0.11,PACKETED JUICE,2.7,2.5,2.5,3.0,57.0,0.0,14.2,14.2,12.0,0.0,0.0,0.0,10.0
-MINUTE MAID PULPY ORANGE JUICE DRINK 1L,0.062,PACKETED JUICE,2.5,2.5,2.0,3.0,52.0,0.0,13.1,12.7,11.5,0.0,0.0,0.0,9.6
-AVVATAR WHEY PROTEIN 1KG,2.6,PROTEIN POWDER,4.2,4.0,4.0,4.5,402.0,78.85,8.57,1.8,1.3,6.0,3.71,0.0,220.0
-BIGMUSCLES NUTRITION NITRA EDGE ISOLATE WHEY PROTEIN,1.62,PROTEIN POWDER,3.7,3.5,3.5,4.0,310.8,71.04,2.22,0.0,0.0,2.22,1.11,0.0,0.0
-NUTRABAY PURE 100% RAW WHEY PROTEIN CONCENTRATE - 500G,1.95,PROTEIN POWDER,3.6,3.5,3.5,3.8,409.0,77.9,7.7,7.7,0.0,7.4,4.0,0.0,221.0
-AS-IT-IS NUTRITION WHEY PROTEIN CONCENTRATE 80% - 1KG,1.758,PROTEIN POWDER,4.1,4.0,4.0,4.3,402.0,79.92,8.32,0.0,0.0,4.99,0.0,0.0,0.0
-"BON ISO WHEY 100% PROTEIN ISOLATE, IRISH CHOCOLATE 2KG",3.1495,PROTEIN POWDER,4.7,4.8,4.5,4.7,371.0,80.0,12.0,0.0,0.0,0.6,0.3,0.0,268.0
-MUSCLE ASYLUM PREMIUM WHEY PROTEIN 1KG,1.18,PROTEIN POWDER,3.7,3.7,3.5,3.8,300.0,59.5,17.5,0.0,0.0,3.0,2.025,0.0,0.0
-"CEREGROW KIDS CEREAL WITH MULTIGRAIN, MILK & FRUITS",1.0433,BABY FOOD,4.4,4.2,4.5,4.3,412.0,12.5,70.6,22.0,10.2,9.4,4.6,0.0,110.0
-"SLURRP FARM NO ADDED SUGAR INSTANT CEREAL RAGI, RICE AND MANGO WITH MILK 200G",1.655,BABY FOOD,4.6,4.7,4.8,4.5,386.7,13.4,80.8,15.0,0.0,1.1,0.5,6.4,27.5
-SLURRP FARM NO SALT NO SUGAR TEETHING PUFFS,0.1893,BABY FOOD,4.0,3.9,4.3,4.1,414.0,7.326,71.26,0.66,0.0,11.32,1.998,4.662,40.626
-"EARLY FOODS - WHOLE WHEAT, ALMOND & DATE PORRIDGE MIX 200G",1.2,BABY FOOD,4.2,4.1,4.6,4.3,404.6,5.8,86.6,1.7,0.0,4.1,0.0,3.9,0.0
-HUNGRY KOALA RAGI & BANANA CEREAL 200G,1.33,BABY FOOD,4.3,4.2,4.5,4.4,364.0,7.8,80.3,0.0,0.0,1.3,0.0,12.1,0.0
-YOGABAR YOGABABY SPROUTED RAGI MIX 250G,0.68,BABY FOOD,4.5,4.6,4.7,4.6,376.0,7.1,84.2,1.3,0.0,1.1,0.4,11.8,16.2
-BRB RICE POPPED CHIPS PERI PERI FLAVOUR 48G,0.4167,CHIPS,3.3,3.5,3.5,3.0,438.8,10.0,68.4,2.4,1.2,14.0,3.2,4.0,1157.6
-RITEBITE MAX PROTEIN ASSORTED PROTEIN CHIPS 120G,0.7933,CHIPS,4.17,4.0,4.0,4.5,478.3,16.7,49.7,3.5,0.0,22.8,4.5,6.7,0.8
-PRINGLES SOUR CREAM & ONION FLAVOUR POTATO CHIPS 134G,0.10299,CHIPS,2.5,2.5,2.5,2.5,541.0,5.0,57.6,3.2,0.0,30.9,15.0,0.0,642.0
-LAY'S AMERICAN STYLE CREAM & ONION POTATO CHIPS 30G,0.3333,CHIPS,3.0,3.0,3.0,3.0,537.0,6.7,53.0,3.4,0.0,33.1,14.8,0.0,643.0
-CITY BAKERY KETTLE COOKED JALAPENO & CHEESE POTATO CHIPS 70G,0.1068,CHIPS,3.5,3.5,3.5,3.5,537.79,6.97,49.63,0.28,0.0,38.2,10.7,4.18,332.0
-UNCLE CHIPPS SPICY TREAT 80G,0.625,CHIPS,2.5,2.5,2.5,2.5,548.0,6.7,52.0,0.6,0.0,35.0,15.5,0.0,591.0
-BRITANNIA MILK BIKIS BISCUITS CREAM SANDWICH,0.25,BISCUIT,1.8,2.0,1.5,2.0,498.0,7.0,68.0,31.5,27.7,22.0,13.0,0.0,206.0
-BRITANNIA 50-50 MASKA CHASKA,0.285714286,BISCUIT,1.8,2.0,1.5,2.0,525.0,7.7,63.8,9.8,7.5,26.5,13.0,0.0,1080.0
-"BRITANNIA NUTRI CHOICE SEEDS BISCUITS - 0% MAIDA, 15% SEEDS, HIGH FIBER",0.333333333,BISCUIT,3.3,3.5,3.0,3.5,493.0,11.0,63.0,13.6,0.0,23.4,9.6,6.8,314.0
-BRITANNIA BOURBON CHOCOLATE CREAM BISCUITS,0.25,BISCUIT,1.8,2.0,1.5,2.0,488.0,5.0,72.0,37.0,0.0,20.0,10.0,0.0,0.0
-BRITANNIA 50-50 SWEET & SALTY BISCUITS,0.159235669,BISCUIT,1.8,2.0,1.5,2.0,487.0,7.0,72.0,19.5,18.5,19.0,9.0,0.0,466.0
-PARLE G ROYALE,0.236111111,BISCUIT,1.8,2.0,1.5,2.0,464.0,6.5,74.5,27.3,26.5,15.5,7.2,0.0,268.0
-HALDIRAM'S NAMKEEN - ALOO BHUJIA,0.234090909,NAMKEEN,2.5,2.5,2.5,2.5,584.3,10.3,42.4,3.8,0.0,41.5,14.5,0.0,849.2
-CRAX MOONG DAL NAMKEEN,0.34375,NAMKEEN,3.5,3.5,3.5,3.5,477.0,23.0,49.0,2.1,0.0,21.0,9.3,0.0,656.0
-HALDIRAMS BHUJIA PLAIN,0.263636364,NAMKEEN,3.7,3.5,4.0,3.5,581.3,13.4,39.9,4.1,0.0,49.0,13.5,0.0,922.2
-HALDIRAM'S NAMKEEN - NAVRATTAN,0.245454546,NAMKEEN,3.7,3.5,3.5,4.0,549.7,19.2,40.6,2.9,0.0,34.5,6.6,0.0,658.2
-HALDIRAMS NAMKEEN - BOMBAY MIXTURE,0.25,NAMKEEN,3.8,3.8,3.5,4.2,483.2,18.9,50.6,1.6,0.0,22.8,5.0,0.0,522.7
-HALDIRAM'S CHANA JOR GARAM,0.2,NAMKEEN,4.3,4.2,4.0,4.5,501.0,16.0,53.0,2.2,0.0,25.0,12.0,10.0,0.0
-CADBURY DAIRY MILK CHOCOLATE BAR,0.757575758,CHOCOLATE,1.8,2.0,1.5,2.0,534.0,8.1,60.4,57.3,0.0,28.9,17.5,2.1,156.0
-NESTLÉ MUNCH CHOCOLATE COATED CRUNCHY WAFER SHARE PACK,0.625,CHOCOLATE,1.7,1.8,1.5,1.8,435.0,6.0,50.0,32.9,29.3,23.4,23.1,0.0,89.3
-KIT KAT MINIS,0.952380952,CHOCOLATE,1.7,1.8,1.5,1.8,438.0,6.4,47.4,35.1,28.9,24.8,24.5,0.0,97.4
-PULSE KACHCHA AAM CANDY,0.263157895,CHOCOLATE,1.3,1.5,1.0,1.5,380.0,0.0,95.0,70.0,70.0,0.0,0.0,0.0,930.0
-DUKES CHOCO CENTREFILLED ECLAIRS - RICH CREAMY ECLAIRS WITH CHOCOLATE FILLING,0.25,CHOCOLATE,1.3,1.5,1.0,1.5,437.1,2.3,84.2,65.2,44.3,10.1,5.7,0.0,314.1
-"CHUPA CHUPS SOUR BITES, MIXED FRUIT PUNCH FLAVOUR, SOFT & CHEWY TOFFEE",0.487012987,CHOCOLATE,1.3,1.5,1.0,1.5,366.5,2.7,81.2,55.3,55.3,2.5,2.2,0.0,207.0
-MOTHER DAIRY MANGO LASSI,0.111111111,LASSI,2.3,2.5,2.0,2.5,76.0,1.8,13.5,13.5,11.0,1.7,1.2,0.0,23.8
-AMUL LASSI CARTON,0.1,LASSI,2.3,2.5,2.0,2.5,79.0,2.3,12.8,0.0,12.0,2.1,1.4,0.0,0.0
-RAW PRESSERY DAIRY PROTEIN MILKSHAKE CHOCO MINT,0.55,MILKSHAKE,4.0,4.0,4.0,4.0,172.2,18.0,24.48,15.71,0.0,0.58,0.36,8.8,82.2
-SUNFEAST VANILLA MILKSHAKE,0.222222222,LASSI,2.3,2.5,2.0,2.5,110.0,3.2,17.4,11.5,0.0,3.1,0.0,0.0,0.0
-HYP SUGARFREE PROTEIN BAR,1.625,PROTEIN_BAR,4.0,4.0,4.0,4.0,0.159,10.0,20.8,0.0,0.0,6.0,2.0,5.2,90.0
-HYP MEAL REPLACEMENT WHEY PROTEIN BAR PACK OF 6 (60G X 6) PEANUT BUTTER AND CHOCOLATE,2.0,PROTEIN_BAR,3.8,4.0,3.5,4.0,0.236,20.0,26.7,6.3,0.0,7.8,3.0,5.5,140.0
-THE WHOLE TRUTH - 12G PROTEIN BAR,1.89,PROTEIN_BAR,3.7,3.5,4.0,3.5,259.0,12.4,19.1,14.8,0.0,14.9,4.0,2.5,1.4
-THE WHOLE TRUTH - HAZELNUT COCOA PROTEIN BAR WITH 12G PROTEIN (PACK OF 6),1.5625,PROTEIN_BAR,3.5,3.0,4.0,3.5,265.3,12.1,15.6,11.4,0.0,17.2,27.0,2.2,13.2
-RITEBITE MAX PROTEIN DAILY CHOCO CLASSIC 10G PROTEIN BARS,1.4,PROTEIN_BAR,3.3,3.5,3.0,3.5,206.0,10.0,22.8,7.9,0.0,7.9,2.9,4.0,139.0
-RITEBITE MAX PROTEIN DAILY CHOCO ALMOND,1.5,PROTEIN_BAR,4.3,4.5,4.0,4.5,179.0,100.0,13.8,0.5,0.0,6.8,1.2,5.0,0.0
diff --git a/server/ML_APIS/Gemini_API/auth.py b/server/ML_APIS/Gemini_API/auth.py
new file mode 100644
index 0000000..fadc40f
--- /dev/null
+++ b/server/ML_APIS/Gemini_API/auth.py
@@ -0,0 +1,19 @@
+import os
+import google.generativeai as genai
+from dotenv import load_dotenv
+
+# Load environment variables from a .env file
+load_dotenv()
+
+# Get API key from environment variable
+API_KEY = os.getenv("GEMINI_API_KEY")
+
+if not API_KEY:
+    raise ValueError("API key not found. Please set GEMINI_API_KEY in your .env file.")
+
+# Configure the Gemini API
+genai.configure(api_key=API_KEY)
+
+# Optional: Function to get a Gemini model
+def get_model(model_name="gemini-1.5-flash"):
+    return genai.GenerativeModel(model_name=model_name)
diff --git a/server/ML_APIS/Gemini_API/fetch_ratings.py b/server/ML_APIS/Gemini_API/fetch_ratings.py
new file mode 100644
index 0000000..f542224
--- /dev/null
+++ b/server/ML_APIS/Gemini_API/fetch_ratings.py
@@ -0,0 +1,74 @@
+import json
+from ML_APIS.Gemini_API.auth import get_model
+
+def format_prompt(food_data: dict) -> str:
+    return f"""
+You are a certified nutritionist. Based on the food product data in this JSON object, return a new JSON object with:
+
+1. INGREDIENT_QUALITY_RATING
+2. HEALTH_IMPACT_RATING
+3. NUTRITIONAL_CONTENT_RATING
+
+Each key should have:
+- "score": a number between 0.0 to 5.0
+- "reason": a one-line explanation of the score
+
+Input JSON:
+{json.dumps(food_data, indent=2)}
+"""
+
+def extract_json_from_response(text):
+    start = text.find("{")
+    if start == -1:
+        raise ValueError("No opening brace found in response.")
+
+    brace_count = 0
+    for i in range(start, len(text)):
+        if text[i] == "{":
+            brace_count += 1
+        elif text[i] == "}":
+            brace_count -= 1
+            if brace_count == 0:
+                json_str = text[start:i+1]
+                return json.loads(json_str)
+
+    raise ValueError("JSON braces not balanced.")
+
+
+def get_structured_rating(food_data):
+    model = get_model("gemini-1.5-flash")
+    prompt = format_prompt(food_data)
+    response = model.generate_content(prompt)
+
+    raw_text = response.text.strip()
+
+    try:
+        return extract_json_from_response(raw_text)
+    except Exception as e:
+        print("❌ Failed to parse JSON:", e)
+        print("Raw response:\n", raw_text)
+        return None
+
+
+def example():
+    food_json = {
+        "item_category": "NAMKEEN",
+        "item_name": "Salted Peanuts - Panjwani",
+        "ingredients": ["Peanuts", "Salt", "Vegetable Oil"],
+        "allergy_info": ["nuts", "Peanuts"],
+        "nutrition": {
+            "energy": "609",
+            "protein": "0",
+            "carbohydrate": "28.26",
+            "total_fat": "47.78",
+            "total_sugars": "7.26",
+            "added_sugars": "N/A",
+            "saturated_fat": "7.86",
+            "trans_fat": "N/A"
+        },
+        "veg": True,
+        "image_url": ""
+    }
+
+    result = get_structured_rating(food_json)
+    print(json.dumps(result, indent=2))
diff --git a/server/ML_APIS/PredictNutritionalRating.py b/server/ML_APIS/PredictNutritionalRating.py
deleted file mode 100644
index 94df33e..0000000
--- a/server/ML_APIS/PredictNutritionalRating.py
+++ /dev/null
@@ -1,57 +0,0 @@
-import os
-from joblib import load
-import pandas as pd
-
-
-# Load the pre-trained model from the pickle file
-def load_model(model_path="ML_APIS/pipeline.joblib"):
-    """Load the trained model from a file."""
-
-    with open("ML_APIS/pipeline.joblib", "rb") as model_file:
-        model = load(model_file)
-    return model
-
-
-# Function to predict the food rating
-def predict_food_rating(input_data, model, example_data=None):
-    """
-    Predict the final food rating based on user input.
-
-    :param model: The trained model (pipeline)
-    :param input_data: A DataFrame or dict containing the features for prediction
-    :return: The predicted food rating
-    """
-    # Convert input_data to DataFrame if it's in dict format
-    if isinstance(input_data, dict):
-        input_data = pd.DataFrame([input_data])
-
-    # Make predictions using the loaded model
-    prediction = model.predict(input_data)
-    return float(prediction[0])
-
-
-# Example usage
-if __name__ == "__main__":
-    # Load the model
-    model_path = os.path.abspath("ML_APIS/pipeline.joblib")
-    model_path = os.path.abspath("ML_APIS/pipeline.joblib")
-    model = load_model(model_path)
-
-    # Example input data (you can replace this with real user input)
-    example_data = {
-        "NUTRITION.ENERGY": 120,  # Example energy value
-        "NUTRITION.PROTEIN": 3.5,  # Example protein value
-        "NUTRITION.CARBOHYDRATE": 15,  # Example carbs value
-        "NUTRITION.TOTAL_SUGARS": 2,  # Example sugars value
-        "NUTRITION.ADDED_SUGARS": 1,  # Example added sugars value
-        "NUTRITION.TOTAL_FAT": 5,  # Example fat value
-        "NUTRITION.SATURATED_FAT": 1,  # Example saturated fat value
-        "NUTRITION.FIBER": 2,  # Example fiber value
-        "NUTRITION.SODIUM": 150,  # Example sodium value
-    }
-
-    # Predict the rating
-    # predicted_rating = predict_food_rating(model=model, input_data=example_data)
-    predicted_rating = predict_food_rating(model=model, input_data=example_data)
-
-    print(f"The predicted food rating is: {predicted_rating}")
diff --git a/server/ML_APIS/RuleBasedRecommendation.py b/server/ML_APIS/RuleBasedRecommendation.py
deleted file mode 100644
index 478694b..0000000
--- a/server/ML_APIS/RuleBasedRecommendation.py
+++ /dev/null
@@ -1,129 +0,0 @@
-import pandas as pd
-
-data = pd.read_csv("ML_APIS/CleanedDataForModel.csv")
-
-
-# Function to calculate BMI
-def calculate_bmi(weight, height):
-    return weight / (height**2)
-
-
-# Function to personalize food recommendations based on user attributes
-def personalize_food_recommendation(
-    category, user_type, sex, height, weight, age, disease=None, df=data
-):
-    df = df[df["ITEM_CATEGORY"] == category]
-
-    # Default scoring function
-    df["PERSONALIZED_SCORE"] = 0
-
-    # Calculate BMI
-    bmi = calculate_bmi(weight, height)
-
-     # Adjustments for BMI
-    calorie_factor = 1.5 if bmi < 18.5 else 1.0 if 18.5 <= bmi <= 24.9 else 0.8
-
-    # Age-based protein factor
-    if age < 18:
-        protein_factor = 1.3
-    elif 18 <= age <= 30:
-        protein_factor = 1.2 if sex == 'Male' else 1.0
-    elif 31 <= age <= 50:
-        protein_factor = 1.1 if sex == 'Male' else 0.9
-    else:
-        protein_factor = 1.3  # Increased for muscle maintenance in older adults
-    
-         # Default Weights for Nutritional Factors (if no disease)
-    CALORIE_WEIGHT = 0.1
-    PROTEIN_WEIGHT = 0.3 * protein_factor
-    CARB_WEIGHT = 0.1
-    SUGAR_WEIGHT = 0.2
-    ADDED_SUGAR_WEIGHT = 0.3
-    FAT_WEIGHT = 0.2
-    SATURATED_FAT_WEIGHT = 0.2
-    FIBER_WEIGHT = 0.2
-    SODIUM_WEIGHT = 0.1
-
-    # Adjust weights based on disease
-    if disease == "Diabetes":
-        # Prioritize low sugar and carbs, increase fiber weight
-        SUGAR_WEIGHT = 0.5
-        ADDED_SUGAR_WEIGHT = 0.25
-        CARB_WEIGHT = 0.2
-        FIBER_WEIGHT = 0.4
-        CALORIE_WEIGHT = 0.05
-
-    elif disease == "Anemia":
-        # Prioritize high protein and iron (if iron data available), decrease sugar weight
-        PROTEIN_WEIGHT = 0.5
-        CALORIE_WEIGHT = 0.15
-        SUGAR_WEIGHT = 0.1
-        ADDED_SUGAR_WEIGHT = 0.1
-        # Optionally increase a new "IRON_WEIGHT" if iron is part of the data
-
-    elif disease == "Hypertension":
-        # Prioritize low sodium and fat, increase fiber weight
-        SODIUM_WEIGHT = 0.4
-        SATURATED_FAT_WEIGHT = 0.3
-        FIBER_WEIGHT = 0.3
-        CALORIE_WEIGHT = 0.1
-
-    elif disease == "Cardiovascular Disease":
-        # Prioritize low fat, saturated fat, and sodium
-        FAT_WEIGHT = 0.4
-        SATURATED_FAT_WEIGHT = 0.5
-        SODIUM_WEIGHT = 0.3
-        FIBER_WEIGHT = 0.2
-        CALORIE_WEIGHT = 0.05
-
-    # Define scoring rules based on user type
-    if user_type == "Weight Loss":
-        df["PERSONALIZED_SCORE"] = (
-            (df["NUTRITION.ENERGY"] < 200) * CALORIE_WEIGHT * calorie_factor
-            + (df["NUTRITION.FIBER"] > 2) * FIBER_WEIGHT
-            - (df["NUTRITION.TOTAL_SUGARS"] > 5) * SUGAR_WEIGHT
-            - (df["NUTRITION.SATURATED_FAT"] > 2) * SATURATED_FAT_WEIGHT
-        )
-
-    elif user_type == "Weight Gain":
-        df["PERSONALIZED_SCORE"] = (
-            (df["NUTRITION.ENERGY"] > 400) * CALORIE_WEIGHT * calorie_factor
-            + (df["NUTRITION.PROTEIN"] > 10) * PROTEIN_WEIGHT * protein_factor
-            + (df["NUTRITION.CARBOHYDRATE"] > 20) * CARB_WEIGHT
-            + (df["NUTRITION.TOTAL_FAT"] > 10) * FAT_WEIGHT
-        )
-
-    elif user_type == "Muscle up":
-        df["PERSONALIZED_SCORE"] = (
-            (df["NUTRITION.PROTEIN"] > 20) * PROTEIN_WEIGHT * protein_factor
-            + (df["NUTRITION.CARBOHYDRATE"] > 30) * CARB_WEIGHT
-            - (df["NUTRITION.SATURATED_FAT"] > 2) * SATURATED_FAT_WEIGHT
-        )
-
-    elif user_type == "General Fitness":
-        df["PERSONALIZED_SCORE"] = (
-            (df["NUTRITION.ENERGY"] < 300) * CALORIE_WEIGHT * calorie_factor
-            + (df["NUTRITION.PROTEIN"] > 10) * PROTEIN_WEIGHT * protein_factor
-            + (df["NUTRITION.FIBER"] > 2) * FIBER_WEIGHT
-        )
-
-    elif user_type == "Pregnant Mother":
-        df["PERSONALIZED_SCORE"] = (
-            (df["NUTRITION.FIBER"] > 2) * FIBER_WEIGHT
-            + (df["NUTRITION.PROTEIN"] > 10) * PROTEIN_WEIGHT * protein_factor
-            + (df["NUTRITION.ADDED_SUGARS"] < 5) * ADDED_SUGAR_WEIGHT
-            + (df["NUTRITION.SODIUM"] < 200) * SODIUM_WEIGHT
-        )
-
-    elif user_type == "Infant":
-        df["PERSONALIZED_SCORE"] = (
-            (df["NUTRITION.ENERGY"] < 100) * CALORIE_WEIGHT * calorie_factor
-            + (df["NUTRITION.FIBER"] < 1) * FIBER_WEIGHT
-            - (df["NUTRITION.ADDED_SUGARS"] > 0) * ADDED_SUGAR_WEIGHT
-            + (df["NUTRITION.TOTAL_FAT"] > 5) * FAT_WEIGHT
-        )
-
-    # Sort foods based on score
-    df = df.sort_values(by="PERSONALIZED_SCORE", ascending=False)
-
-    return df[["ITEM_NAME", "PERSONALIZED_SCORE"]].values.tolist()
diff --git a/server/ML_APIS/conda_req.txt b/server/ML_APIS/conda_req.txt
deleted file mode 100644
index 7bcc0bb..0000000
--- a/server/ML_APIS/conda_req.txt
+++ /dev/null
@@ -1,14 +0,0 @@
-joblib==1.4.2
-lightgbm==4.5.0
-numpy==2.1.2
-pandas==2.2.3
-python-dateutil==2.9.0.post0
-pytz==2024.2
-scikit-learn==1.5.2
-scipy==1.14.1
-setuptools==75.1.0
-six==1.16.0
-threadpoolctl==3.5.0
-tzdata==2024.2
-wheel==0.44.0
-xgboost==2.1.1
diff --git a/server/ML_APIS/personalizer.py b/server/ML_APIS/personalizer.py
new file mode 100644
index 0000000..4f79246
--- /dev/null
+++ b/server/ML_APIS/personalizer.py
@@ -0,0 +1,167 @@
+# foodstat_personalizer.py
+
+from typing import Dict, Union
+
+
+# User Type Rules
+RULE_SETS = {
+    "weight_loss": {
+        "boost": {
+            "protein": 0.15
+        },
+        "penalize": {
+            "total_sugars": 0.25,
+            "saturated_fat": 0.2,
+            "total_fat": 0.1,
+            "energy": 0.005  # Reduced penalty
+        }
+    },
+    "weight_gain": {
+        "boost": {
+            "protein": 0.2,
+            "total_fat": 0.2,
+            "energy": 0.1
+        },
+        "penalize": {
+            "fiber": 0.1
+        }
+    },
+    "muscle_gain": {
+        "boost": {
+            "protein": 0.3,
+            "total_fat": 0.05
+        },
+        "penalize": {
+            "total_sugars": 0.1
+        }
+    },
+    "pregnant_mother": {
+        "boost": {
+            "protein": 0.2,
+            "energy": 0.05,
+            "iron": 0.2,
+            "calcium": 0.2
+        },
+        "penalize": {
+            "saturated_fat": 0.1,
+            "trans_fat": 0.2,
+            "total_sugars": 0.1
+        }
+    },
+    "infant": {
+        "boost": {
+            "iron": 0.2,
+            "calcium": 0.2
+        },
+        "penalize": {
+            "salt": 0.4,
+            "total_sugars": 0.3,
+            "trans_fat": 0.3,
+            "saturated_fat": 0.2
+        }
+    },
+    "general_fitness": {
+        "boost": {
+            "protein": 0.2,
+            "fiber": 0.2
+        },
+        "penalize": {
+            "total_sugars": 0.1
+        }
+    }
+}
+
+
+def parse_float(value: Union[str, float, int]) -> float:
+    try:
+        return float(value)
+    except (ValueError, TypeError):
+        return 0.0
+
+
+def personalize_score(
+    food_item: Dict,
+    vegFood: Union[str, bool],
+    user_dict: Dict,
+    base_health_score: float = 2.5
+) -> float:
+    user_type = user_dict.get("user_type", "general_fitness")
+    normalized_type = user_type.strip().lower().replace(" ", "_")
+
+    rules = RULE_SETS.get(normalized_type)
+    if not rules:
+        raise ValueError(f"Unsupported user type: {user_type}")
+
+    user_diet = user_dict.get("user_dietType", "non-veg").lower()
+    user_allergies = user_dict.get("user_allergies") or []
+
+    # Vegetarian check
+    if isinstance(vegFood, str):
+        if user_diet == "veg" and vegFood.lower() != "vegetarian":
+            print("VEG CONFLICT")
+            return 0.0
+    elif isinstance(vegFood, bool):
+        if user_diet == "veg" and not vegFood:
+            print("VEG CONFLICT")
+            return 0.0
+
+    # Allergy check
+    item_allergies = [a.lower() for a in food_item.get("allergy_info", [])]
+    if any(allergen.lower() in item_allergies for allergen in user_allergies):
+        print("ALLERGY CONFLICT")
+        return 0.0
+
+    nutrition = food_item.get("nutrition", {})
+    score = base_health_score
+
+    # Boost nutrients
+    for nutrient, weight in rules.get("boost", {}).items():
+        value = parse_float(nutrition.get(nutrient, 0))
+        score += weight * min(value, 100) / 100  # scale each nutrient to [0–1]
+
+    # Penalize nutrients
+    for nutrient, weight in rules.get("penalize", {}).items():
+        value = parse_float(nutrition.get(nutrient, 0))
+        score -= weight * min(value, 100) / 100
+
+    return clamp_score(score)
+
+
+def clamp_score(score: float) -> float:
+    return round(max(0.0, min(5.0, score)), 2)
+
+# Demo
+
+def example():
+    food_item = {
+        "item_category": "NAMKEEN",
+        "item_name": "Salted Peanuts - Panjwani",
+        "ingredients": ["Peanuts", "Salt", "Vegetable Oil"],
+        "allergy_info": ["nuts", "Peanuts"],
+        "nutrition": {
+            "energy": "609",
+            "protein": "0",
+            "carbohydrate": "28.26",
+            "total_fat": "47.78",
+            "total_sugars": "7.26",
+            "added_sugars": "N/A",
+            "saturated_fat": "7.86",
+            "trans_fat": "N/A",
+            "iron": "2.0",
+            "calcium": "150"
+        },
+        "veg": True,
+        "image_url": "",
+        "user_allergies": ["nuts"]
+    }
+
+    for user in [
+        "weight_loss",
+        "weight_gain",
+        "muscle_gain",
+        "pregnant_mother",
+        "infant",
+        "general_fitness"
+    ]:
+        personalized = personalize_score(food_item, user)
+        print(f"{user.replace('_', ' ').capitalize()} Score: {personalized}")
diff --git a/server/ML_APIS/pipeline.joblib b/server/ML_APIS/pipeline.joblib
deleted file mode 100644
index b02a265..0000000
Binary files a/server/ML_APIS/pipeline.joblib and /dev/null differ
diff --git a/server/Notebooks/.ipynb_checkpoints/Add-Nutritional-Scores via GEMINI-checkpoint.ipynb b/server/Notebooks/.ipynb_checkpoints/Add-Nutritional-Scores via GEMINI-checkpoint.ipynb
new file mode 100644
index 0000000..816b522
--- /dev/null
+++ b/server/Notebooks/.ipynb_checkpoints/Add-Nutritional-Scores via GEMINI-checkpoint.ipynb	
@@ -0,0 +1,293 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "9f6b17e5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "16aa6040",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "path = \"ModelPaused.json\"\n",
+    "json_data = []\n",
+    "with open (path, 'r', encoding='utf-8') as f:\n",
+    "    try:\n",
+    "        data = json.load(f)\n",
+    "        json_data.append(data)\n",
+    "    except json.JSONDecodeError as e:\n",
+    "        print(f\"Error decoding JSON in file {filename}: {e}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "89f685ef",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'item_category': 'BREAKFAST-ITEMS',\n",
+       " 'item_name': 'Masala oats - Soffola',\n",
+       " 'ingredients': ['Oats',\n",
+       "  'Spices and Condiments (Onion, Garlic, Coriander, Turmeric, Chilli, Cumin)',\n",
+       "  'Salt',\n",
+       "  'Sugar',\n",
+       "  'Vegetable Oil',\n",
+       "  'Dehydrated Vegetables (Carrot, Peas)',\n",
+       "  'Hydrolyzed Vegetable Protein (Soya)',\n",
+       "  'Flavour Enhancer (E627, E631)'],\n",
+       " 'allergy_info': ['Gluten (Oats)', 'Soya'],\n",
+       " 'nutrition': {'energy': '133',\n",
+       "  'protein': '2.8',\n",
+       "  'carbohydrate': '23.8',\n",
+       "  'total_fat': '3',\n",
+       "  'total_sugars': '2.4',\n",
+       "  'added_sugars': 'N/A',\n",
+       "  'saturated_fat': '0.04',\n",
+       "  'trans_fat': 'N/A'},\n",
+       " 'veg': True,\n",
+       " 'image_url': ''}"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "json_data[0][1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "c94df23c",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting google.generativeai\n",
+      "  Downloading google_generativeai-0.8.4-py3-none-any.whl (175 kB)\n",
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+      "Collecting proto-plus<2.0.0dev,>=1.22.3 (from google-ai-generativelanguage==0.6.15->google.generativeai)\n",
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+      "  Downloading cachetools-5.5.2-py3-none-any.whl (10 kB)\n",
+      "Requirement already satisfied: pyasn1-modules>=0.2.1 in c:\\users\\robot\\anaconda3\\lib\\site-packages (from google-auth>=2.15.0->google.generativeai) (0.2.8)\n",
+      "Collecting rsa<5,>=3.1.4 (from google-auth>=2.15.0->google.generativeai)\n",
+      "  Downloading rsa-4.9-py3-none-any.whl (34 kB)\n",
+      "Collecting googleapis-common-protos<2.0.0,>=1.56.2 (from google-api-core->google.generativeai)\n",
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+      "Collecting httplib2<1.0.0,>=0.19.0 (from google-api-python-client->google.generativeai)\n",
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+      "Collecting google-auth-httplib2<1.0.0,>=0.2.0 (from google-api-python-client->google.generativeai)\n",
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+      "Collecting uritemplate<5,>=3.0.1 (from google-api-python-client->google.generativeai)\n",
+      "  Downloading uritemplate-4.1.1-py2.py3-none-any.whl (10 kB)\n",
+      "Collecting annotated-types>=0.6.0 (from pydantic->google.generativeai)\n",
+      "  Downloading annotated_types-0.7.0-py3-none-any.whl (13 kB)\n",
+      "Collecting pydantic-core==2.33.1 (from pydantic->google.generativeai)\n",
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+      "Collecting typing-inspection>=0.4.0 (from pydantic->google.generativeai)\n",
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+      "Requirement already satisfied: colorama in c:\\users\\robot\\anaconda3\\lib\\site-packages (from tqdm->google.generativeai) (0.4.6)\n",
+      "Collecting grpcio<2.0dev,>=1.33.2 (from google-api-core->google.generativeai)\n",
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+      "Collecting grpcio-status<2.0.dev0,>=1.33.2 (from google-api-core->google.generativeai)\n",
+      "  Downloading grpcio_status-1.71.0-py3-none-any.whl (14 kB)\n",
+      "Requirement already satisfied: pyparsing!=3.0.0,!=3.0.1,!=3.0.2,!=3.0.3,<4,>=2.4.2 in c:\\users\\robot\\anaconda3\\lib\\site-packages (from httplib2<1.0.0,>=0.19.0->google-api-python-client->google.generativeai) (3.0.9)\n",
+      "Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in c:\\users\\robot\\anaconda3\\lib\\site-packages (from pyasn1-modules>=0.2.1->google-auth>=2.15.0->google.generativeai) (0.4.8)\n",
+      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\robot\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.18.0->google-api-core->google.generativeai) (2.0.4)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\robot\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.18.0->google-api-core->google.generativeai) (3.4)\n",
+      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in c:\\users\\robot\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.18.0->google-api-core->google.generativeai) (1.26.16)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\robot\\anaconda3\\lib\\site-packages (from requests<3.0.0,>=2.18.0->google-api-core->google.generativeai) (2023.5.7)\n",
+      "Installing collected packages: uritemplate, typing-inspection, rsa, pydantic-core, protobuf, httplib2, grpcio, cachetools, annotated-types, pydantic, proto-plus, googleapis-common-protos, google-auth, grpcio-status, google-auth-httplib2, google-api-core, google-api-python-client, google-ai-generativelanguage, google.generativeai\n",
+      "Successfully installed annotated-types-0.7.0 cachetools-5.5.2 google-ai-generativelanguage-0.6.15 google-api-core-2.24.2 google-api-python-client-2.166.0 google-auth-2.38.0 google-auth-httplib2-0.2.0 google.generativeai-0.8.4 googleapis-common-protos-1.69.2 grpcio-1.71.0 grpcio-status-1.71.0 httplib2-0.22.0 proto-plus-1.26.1 protobuf-5.29.4 pydantic-2.11.2 pydantic-core-2.33.1 rsa-4.9 typing-inspection-0.4.0 uritemplate-4.1.1\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING: There was an error checking the latest version of pip.\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install google.generativeai"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "82132bc4",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import google.generativeai as genai\n",
+    "API_KEY = \"AIzaSyDF5f6hvPXATCLy0Ea7xtsbEctxoek-o1c\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "23215194",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'model_name' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[9], line 2\u001b[0m\n\u001b[0;32m      1\u001b[0m genai\u001b[38;5;241m.\u001b[39mconfigure(api_key\u001b[38;5;241m=\u001b[39mAPI_KEY)\n\u001b[1;32m----> 2\u001b[0m genai\u001b[38;5;241m.\u001b[39mGenerativeModel(model_name\u001b[38;5;241m=\u001b[39mmodel_name)\n",
+      "\u001b[1;31mNameError\u001b[0m: name 'model_name' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "genai.configure(api_key=API_KEY)\n",
+    "genai.GenerativeModel(model_name=\"gemini-1.5-flash\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3c017d92",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def format_prompt(food_data: dict) -> str:\n",
+    "    return f\"\"\"\n",
+    "You are a certified nutritionist. Based on the food product data in this JSON object, return a new JSON object with:\n",
+    "\n",
+    "1. INGREDIENT_QUALITY_RATING\n",
+    "2. HEALTH_IMPACT_RATING\n",
+    "3. NUTRITIONAL_CONTENT_RATING\n",
+    "\n",
+    "Each key should have:\n",
+    "- \"score\": a number between 0.0 to 5.0\n",
+    "- \"reason\": a one-line explanation of the score\n",
+    "\n",
+    "Input JSON:\n",
+    "{json.dumps(food_data, indent=2)}\n",
+    "\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a46e9058",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "36dde3b8",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6cd5d324",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0db743f6",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/server/Notebooks/.ipynb_checkpoints/Allergy_info-checkpoint.ipynb b/server/Notebooks/.ipynb_checkpoints/Allergy_info-checkpoint.ipynb
new file mode 100644
index 0000000..363fcab
--- /dev/null
+++ b/server/Notebooks/.ipynb_checkpoints/Allergy_info-checkpoint.ipynb
@@ -0,0 +1,6 @@
+{
+ "cells": [],
+ "metadata": {},
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/server/Notebooks/.ipynb_checkpoints/Barcode Additions-checkpoint.ipynb b/server/Notebooks/.ipynb_checkpoints/Barcode Additions-checkpoint.ipynb
new file mode 100644
index 0000000..5255f9d
--- /dev/null
+++ b/server/Notebooks/.ipynb_checkpoints/Barcode Additions-checkpoint.ipynb	
@@ -0,0 +1,240 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "e4c41fbf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "726c8f91",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "path = \"Data.json\"\n",
+    "json_data = []\n",
+    "with open (path, 'r', encoding='utf-8') as f:\n",
+    "    try:\n",
+    "        data = json.load(f)\n",
+    "        json_data.append(data)\n",
+    "    except json.JSONDecodeError as e:\n",
+    "        print(f\"Error decoding JSON in file {filename}: {e}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "afa5891b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import random\n",
+    "\n",
+    "def generate_ean13_prefix():\n",
+    "    \"\"\"Generate the first 12 digits (can include a GS1 prefix like '890' for India).\"\"\"\n",
+    "    prefix = \"890\"  # GS1 prefix for India\n",
+    "    random_part = ''.join(random.choices(\"0123456789\", k=9))\n",
+    "    return prefix + random_part\n",
+    "\n",
+    "def calculate_ean13_check_digit(number):\n",
+    "    \"\"\"Calculate the EAN-13 check digit for a 12-digit number.\"\"\"\n",
+    "    assert len(number) == 12\n",
+    "    total = 0\n",
+    "    for i, digit in enumerate(number):\n",
+    "        n = int(digit)\n",
+    "        total += n if i % 2 == 0 else n * 3\n",
+    "    check_digit = (10 - (total % 10)) % 10\n",
+    "    return str(check_digit)\n",
+    "\n",
+    "def generate_valid_ean13():\n",
+    "    \"\"\"Generate a full valid EAN-13 barcode.\"\"\"\n",
+    "    base = generate_ean13_prefix()\n",
+    "    check_digit = calculate_ean13_check_digit(base)\n",
+    "    return base + check_digit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "f491b257",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Add EAN-13 barcodes\n",
+    "for item in data:\n",
+    "    item[\"barcode\"] = generate_valid_ean13()\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "fd45f24b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'item_category': 'NAMKEEN',\n",
+       " 'item_name': 'Salted Peanuts - Panjwani',\n",
+       " 'ingredients': ['Peanuts', 'Salt', 'Vegetable Oil'],\n",
+       " 'allergy_info': ['nuts', 'Peanuts'],\n",
+       " 'nutrition': {'energy': '609',\n",
+       "  'protein': '0',\n",
+       "  'carbohydrate': '28.26',\n",
+       "  'total_fat': '47.78',\n",
+       "  'total_sugars': '7.26',\n",
+       "  'added_sugars': 'N/A',\n",
+       "  'saturated_fat': '7.86',\n",
+       "  'trans_fat': 'N/A'},\n",
+       " 'veg': True,\n",
+       " 'image_url': '',\n",
+       " 'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       " 'HEALTH_IMPACT_RATING': 2.5,\n",
+       " 'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       " 'barcode': '8902051185595'}"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "98e030b9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'_id': {'$oid': '670a936ecb72e9a3fd2e3288'},\n",
+       " 'price_per_unit': {'$NUMBERDECIMAL': '0.6142857143'},\n",
+       " 'servings': 1,\n",
+       " 'allergy_info': ['GLUTEN', 'SOY', 'SESAME'],\n",
+       " 'final_rating': 2.6,\n",
+       " 'health_impact_rating': 2.4,\n",
+       " 'ingredient_quality_rating': 2.5,\n",
+       " 'ingredients': ['REFINED WHEAT FLOUR (MAIDA)',\n",
+       "  'EDIBLE VEGETABLE OIL (PALM OIL)',\n",
+       "  'DEHYDRATED PIECES 6.13% (CHICKEN, CARROT, FRFF CABBAGE & CURRY LEAVES)',\n",
+       "  'HYDROLYSED VEGETABLE PROTEIN POWDER (SOY)',\n",
+       "  'MIXED SPICES 1.50% (RED CHILLI, TURMERIC, CORIANDER, BLACK PEPPER, CUMIN, FENUGREEK, GINGER, CLOVE, NUTMEG & GREEN CARDAMOM)',\n",
+       "  'ONION POWDER',\n",
+       "  'SUGAR',\n",
+       "  'MALTODEXTRIN',\n",
+       "  'YEAST EXTRACT POWDER',\n",
+       "  'CORN STARCH',\n",
+       "  'FLAVOUR ENHANCERS (INS 631 , INS627 & INS620)',\n",
+       "  'MILK SOLIDS',\n",
+       "  'NATURAL IDENTICAL FLAVOUR',\n",
+       "  'ACIDITY REGULATORS [INS 500, INS 451 & INS 330]',\n",
+       "  'EDIBLE VEGETABLE OIL(COCONUT OIL)',\n",
+       "  'THICKENER(INS415)',\n",
+       "  'ANTIOXIDANT (INS319)'],\n",
+       " 'item_category': 'INSTANT-NOODLES',\n",
+       " 'item_name': 'NISSIN SPICED CHICKEN CUP NOODLES',\n",
+       " 'nutrition': {'energy': 485.19,\n",
+       "  'protein': 10.28,\n",
+       "  'carbohydrate': 62.8,\n",
+       "  'total_sugars': 3.63,\n",
+       "  'added_sugars': 3.63,\n",
+       "  'total_fat': 20.22,\n",
+       "  'saturated_fat': 9.72,\n",
+       "  'trans_fat': 0.099,\n",
+       "  'cholestrol': 0.099,\n",
+       "  'sodium': 1409.17},\n",
+       " 'nutritional_content_rating': 2.9,\n",
+       " 'unit': 'G',\n",
+       " 'veg': False,\n",
+       " 'image_url': 'https://m.media-amazon.com/images/I/81H5f1NFXmL.jpg',\n",
+       " 'barcode': '8901316324687'}"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data[354]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "c36baf75",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "✅ EAN-13 barcodes added to all items.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Save to JSON\n",
+    "with open(\"Data_with_barcodes.json\", \"w\") as f:\n",
+    "    json.dump(data, f, indent=2)\n",
+    "\n",
+    "print(\"✅ EAN-13 barcodes added to all items.\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "8ac25982",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "420"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(data)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/server/Notebooks/.ipynb_checkpoints/Data-Curation-checkpoint.ipynb b/server/Notebooks/.ipynb_checkpoints/Data-Curation-checkpoint.ipynb
new file mode 100644
index 0000000..27650b8
--- /dev/null
+++ b/server/Notebooks/.ipynb_checkpoints/Data-Curation-checkpoint.ipynb
@@ -0,0 +1,343 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "c4497c7e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "94b32155",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "path = \"ModelPaused.json\"\n",
+    "json_data = []\n",
+    "with open (path, 'r', encoding='utf-8') as f:\n",
+    "    try:\n",
+    "        data = json.load(f)\n",
+    "        json_data.append(data)\n",
+    "    except json.JSONDecodeError as e:\n",
+    "        print(f\"Error decoding JSON in file {filename}: {e}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "a593a402",
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'item_category': 'NAMKEEN',\n",
+       " 'item_name': 'Salted Peanuts - Panjwani',\n",
+       " 'ingredients': ['Peanuts', 'Salt', 'Vegetable Oil'],\n",
+       " 'allergy_info': ['nuts', 'Peanuts'],\n",
+       " 'nutrition': {'energy': '609',\n",
+       "  'protein': '0',\n",
+       "  'carbohydrate': '28.26',\n",
+       "  'total_fat': '47.78',\n",
+       "  'total_sugars': '7.26',\n",
+       "  'added_sugars': 'N/A',\n",
+       "  'saturated_fat': '7.86',\n",
+       "  'trans_fat': 'N/A'},\n",
+       " 'veg': True,\n",
+       " 'image_url': ''}"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "json_data[0][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "bfb86b29",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "counter = {}\n",
+    "\n",
+    "for record in json_data[0]:\n",
+    "    if record['item_category'] in counter:\n",
+    "        counter[record['item_category']] += 1\n",
+    "    else:\n",
+    "        counter[record['item_category']] = 1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "0b9b3635",
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'NAMKEEN': 47,\n",
+       " 'BREAKFAST-ITEMS': 42,\n",
+       " 'BISCUIT': 30,\n",
+       " 'BEVERAGES': 24,\n",
+       " 'PASTA': 4,\n",
+       " 'CHIPS': 19,\n",
+       " 'BREAD': 5,\n",
+       " 'READY-TO-EAT-MEALS': 3,\n",
+       " 'NUTS-SEEDS-DRIED-FRUIT': 13,\n",
+       " 'PROTEIN-BAR': 12,\n",
+       " 'FROZEN-SNACKS': 3,\n",
+       " 'SWEETS': 34,\n",
+       " 'MISCELLANEOUS': 8,\n",
+       " 'HEALTH-SUPPLEMENT': 41,\n",
+       " 'INSTANT-NOODLES': 8,\n",
+       " 'MEAT/SEAFOOD': 12,\n",
+       " 'BREAKFAST-CEREALS-AND-GRAINS': 3,\n",
+       " 'SAUCES-DIPS-SPREADS-CONDIMENTS': 12,\n",
+       " 'COOKING-OIL': 1,\n",
+       " 'DAIRY': 8,\n",
+       " 'SAUCE/CONDIMENT/PICKLE': 8,\n",
+       " 'BREAKFAST-SPREADS': 6,\n",
+       " 'BAKING-AND-BATTER-MIXES': 3,\n",
+       " 'PROTEIN-POWDER': 1,\n",
+       " 'PANEER': 11,\n",
+       " 'MILK-FLAVOURING': 1}"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "counter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "d98c2c03",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'NAMKEEN': 47,\n",
+       " 'BREAKFAST-ITEMS': 42,\n",
+       " 'HEALTH-SUPPLEMENT': 41,\n",
+       " 'SWEETS': 34,\n",
+       " 'BISCUIT': 30,\n",
+       " 'BEVERAGES': 24,\n",
+       " 'CHIPS': 19,\n",
+       " 'NUTS-SEEDS-DRIED-FRUIT': 13,\n",
+       " 'PROTEIN-BAR': 12,\n",
+       " 'MEAT/SEAFOOD': 12,\n",
+       " 'SAUCES-DIPS-SPREADS-CONDIMENTS': 12,\n",
+       " 'PANEER': 11,\n",
+       " 'MISCELLANEOUS': 8,\n",
+       " 'INSTANT-NOODLES': 8,\n",
+       " 'DAIRY': 8,\n",
+       " 'SAUCE/CONDIMENT/PICKLE': 8,\n",
+       " 'BREAKFAST-SPREADS': 6,\n",
+       " 'BREAD': 5,\n",
+       " 'PASTA': 4,\n",
+       " 'READY-TO-EAT-MEALS': 3,\n",
+       " 'FROZEN-SNACKS': 3,\n",
+       " 'BREAKFAST-CEREALS-AND-GRAINS': 3,\n",
+       " 'BAKING-AND-BATTER-MIXES': 3,\n",
+       " 'COOKING-OIL': 1,\n",
+       " 'PROTEIN-POWDER': 1,\n",
+       " 'MILK-FLAVOURING': 1}"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dict(sorted(counter.items(), key=lambda item: item[1], reverse=True))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "2ffa3dc1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "26"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(counter)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "1b13316b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "26"
+      ]
+     },
+     "execution_count": 35,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(counter)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "051b820b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lol = []\n",
+    "for k in counter.keys():\n",
+    "    lol.append({\"_id\" : k})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "id": "05a33dd8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'_id': 'NAMKEEN'},\n",
+       " {'_id': 'BREAKFAST-ITEMS'},\n",
+       " {'_id': 'BISCUIT'},\n",
+       " {'_id': 'BEVERAGES'},\n",
+       " {'_id': 'PASTA'},\n",
+       " {'_id': 'CHIPS'},\n",
+       " {'_id': 'BREAD'},\n",
+       " {'_id': 'READY-TO-EAT-MEALS'},\n",
+       " {'_id': 'NUTS-SEEDS-DRIED-FRUIT'},\n",
+       " {'_id': 'PROTEIN-BAR'},\n",
+       " {'_id': 'FROZEN-SNACKS'},\n",
+       " {'_id': 'SWEETS'},\n",
+       " {'_id': 'MISCELLANEOUS'},\n",
+       " {'_id': 'HEALTH-SUPPLEMENT'},\n",
+       " {'_id': 'INSTANT-NOODLES'},\n",
+       " {'_id': 'MEAT/SEAFOOD'},\n",
+       " {'_id': 'BREAKFAST-CEREALS-AND-GRAINS'},\n",
+       " {'_id': 'SAUCES-DIPS-SPREADS-CONDIMENTS'},\n",
+       " {'_id': 'COOKING-OIL'},\n",
+       " {'_id': 'DAIRY'},\n",
+       " {'_id': 'SAUCE/CONDIMENT/PICKLE'},\n",
+       " {'_id': 'BREAKFAST-SPREADS'},\n",
+       " {'_id': 'BAKING-AND-BATTER-MIXES'},\n",
+       " {'_id': 'PROTEIN-POWDER'},\n",
+       " {'_id': 'PANEER'},\n",
+       " {'_id': 'MILK-FLAVOURING'}]"
+      ]
+     },
+     "execution_count": 37,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lol"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "568299fd",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "dict_keys(['NAMKEEN', 'BREAKFAST-ITEMS', 'BISCUIT', 'BEVERAGES', 'PASTA', 'CHIPS', 'BREAD', 'READY-TO-EAT-MEALS', 'NUTS-SEEDS-DRIED-FRUIT', 'PROTEIN-BAR', 'FROZEN-SNACKS', 'SWEETS', 'MISCELLANEOUS', 'HEALTH-SUPPLEMENT', 'INSTANT-NOODLES', 'MEAT/SEAFOOD', 'BREAKFAST-CEREALS-AND-GRAINS', 'SAUCES-DIPS-SPREADS-CONDIMENTS', 'COOKING-OIL', 'DAIRY', 'SAUCE/CONDIMENT/PICKLE', 'BREAKFAST-SPREADS', 'BAKING-AND-BATTER-MIXES', 'PROTEIN-POWDER', 'PANEER', 'MILK-FLAVOURING'])"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "counter.keys()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "0afb01e9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "359"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sum(counter.values())"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/server/Notebooks/Allergy_info.ipynb b/server/Notebooks/Allergy_info.ipynb
new file mode 100644
index 0000000..eca37a8
--- /dev/null
+++ b/server/Notebooks/Allergy_info.ipynb
@@ -0,0 +1,690 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "b74b0ee8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "b44a3a51",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Unique allergy_info entries:\n",
+      "- Dairy\n",
+      "- Egg\n",
+      "- Fish and Shellfish\n",
+      "- Gluten\n",
+      "- May contain Wheat, Soy, Milk\n",
+      "- Mustard\n",
+      "- Nuts\n",
+      "- OATS\n",
+      "- Others\n",
+      "- Peanuts\n",
+      "- Sesame\n",
+      "- Soya\n",
+      "- Sulphites\n"
+     ]
+    }
+   ],
+   "source": [
+    "if __name__ == \"__main__\":\n",
+    "    file_path = \"Data_with_normalized_allergy_info.json\"  # Replace with your path\n",
+    "    unique_allergies = extract_unique_allergies(file_path)\n",
+    "\n",
+    "    print(\"Unique allergy_info entries:\")\n",
+    "    for allergy in unique_allergies:\n",
+    "        print(\"-\", allergy)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "d1438555",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Unique allergy_info entries:\n",
+      "- Dairy\n",
+      "- Egg\n",
+      "- Fish and Shellfish\n",
+      "- Gluten\n",
+      "- Mustard\n",
+      "- Nuts\n",
+      "- OATS\n",
+      "- Others\n",
+      "- Peanuts\n",
+      "- Sesame\n",
+      "- Soy\n",
+      "- Soya\n",
+      "- Sulphites\n",
+      "- Whear\n",
+      "- Wheat\n"
+     ]
+    }
+   ],
+   "source": [
+    "import json\n",
+    "\n",
+    "def extract_unique_allergies(json_file_path):\n",
+    "    with open(json_file_path, \"r\", encoding=\"utf-8\") as f:\n",
+    "        data = json.load(f)\n",
+    "\n",
+    "    unique_allergies = set()\n",
+    "\n",
+    "    for item in data:\n",
+    "        allergy_info = item.get(\"allergy_info\")\n",
+    "        if isinstance(allergy_info, list):\n",
+    "            unique_allergies.update(allergy_info)\n",
+    "        elif isinstance(allergy_info, str):\n",
+    "            unique_allergies.add(allergy_info)\n",
+    "\n",
+    "    return sorted(unique_allergies)\n",
+    "\n",
+    "\n",
+    "if __name__ == \"__main__\":\n",
+    "    file_path = \"Data_with_normalized_allergy_info.json\"  # Replace with your path\n",
+    "    unique_allergies = extract_unique_allergies(file_path)\n",
+    "\n",
+    "    print(\"Unique allergy_info entries:\")\n",
+    "    for allergy in unique_allergies:\n",
+    "        print(\"-\", allergy)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "78771fbf",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from collections import defaultdict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "8cf81903",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Define group keywords\n",
+    "category_keywords = {\n",
+    "    \"Dairy\": [\"dairy\", \"milk\", \"cheese\", \"butter\", \"cream\", \"yogurt\", \"whey\", \"paneer\", \"ghee\", \"lactose\"],\n",
+    "    \"Gluten\": [\"gluten\", \"wheat\", \"barley\", \"semolina\", \"oat\", \"spelt\", \"breadcrumbs\"],\n",
+    "    \"Nuts\": [\"nut\", \"nuts\", \"almond\", \"peanut\", \"cashew\", \"pistachio\", \"hazelnut\", \"groundnut\", \"badam\"],\n",
+    "    \"Soya\": [\"soya\", \"soy\", \"lecithin\", \"emulsifier\"],\n",
+    "    \"Sesame\": [\"sesame\", \"tahini\"],\n",
+    "    \"Mustard\": [\"mustard\"],\n",
+    "    \"Sulphites\": [\"sulphite\", \"sulphites\", \"candied fruit\", \"dried fruits\", \"tutti frutti\"],\n",
+    "    \"Egg\": [\"egg\"],\n",
+    "    \"Fish/Shellfish\": [\"fish\", \"shellfish\", \"crustacean\", \"crab\", \"prawn\"],\n",
+    "    \"Coconut\": [\"coconut\"],\n",
+    "    \"Celery\": [\"celery\"],\n",
+    "    \"Phenylalanine\": [\"phenylalanine\"],\n",
+    "    \"Ragi\": [\"ragi\"],\n",
+    "    \"Oats\": [\"oats\"],\n",
+    "}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "dc9bafb9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "allergy_entries = [\n",
+    "    \"BARLEY\", \"CELERY\", \"Celery\", \"Coconut\", \"Coconut (if used)\", \"Crustaceans (Crab)\",\n",
+    "    \"Crustaceans (Prawns)\", \"Dairy (Butter)\", \"Dairy (Butter, Cream)\", \"Dairy (Butter, Milk Solids)\",\n",
+    "    \"Dairy (Cheese Powder)\", \"Dairy (Cheese Powder, Milk Solids)\", \"Dairy (Cheese)\", \n",
+    "    \"Dairy (Cheese, Milk Solids)\", \"Dairy (Cream, Milk, Butter)\", \"Dairy (Cream, Milk, Whey)\",\n",
+    "    \"Dairy (Ghee)\", \"Dairy (Ghee, Milk Solids)\", \"Dairy (Goat Milk)\", \"Dairy (Milk Fat)\",\n",
+    "    \"Dairy (Milk Powder)\", \"Dairy (Milk Powder, Lactose)\", \"Dairy (Milk Powder, Whey)\",\n",
+    "    \"Dairy (Milk Protein)\", \"Dairy (Milk Solids)\", \"Dairy (Milk Solids, Butter)\", \n",
+    "    \"Dairy (Milk Solids, Cheese)\", \"Dairy (Milk Solids, Ghee)\", \"Dairy (Milk)\", \n",
+    "    \"Dairy (Milk, Cream)\", \"Dairy (Milk, Lactose, Butterfat, Yogurt)\", \n",
+    "    \"Dairy (Paneer, Cream, Butter)\", \"Dairy (Paneer, Yogurt)\", \"Dairy (Whey)\", \n",
+    "    \"Dairy (Whey, Caseinate, Milk Solids)\", \"Dairy (Whey, Milk Protein)\", \n",
+    "    \"Dairy (Whey, Milk)\", \"Dairy (Yogurt)\", \"Dairy (Yogurt, Milk Solids)\", \n",
+    "    \"Dairy (if Ghee is used)\", \"Egg\", \"Fish\", \"GLUTEN\", \"Gluten (Barley Malt)\", \n",
+    "    \"Gluten (Barley)\", \"Gluten (Barley, Wheat)\", \"Gluten (Breadcrumbs)\", \"Gluten (Oats)\", \n",
+    "    \"Gluten (Oats, Wheat)\", \"Gluten (Oats, Wheat, Barley)\", \"Gluten (Semolina)\", \n",
+    "    \"Gluten (Wheat)\", \"Gluten (Wheat, Barley Malt)\", \"Gluten (Wheat, Barley)\", \n",
+    "    \"Gluten (Wheat, Barley, Oats)\", \"Gluten (Wheat, Oat, Barley)\", \"Gluten (Wheat, Oat, Spelt)\",\n",
+    "    \"Gluten (Wheat, Oats, Barley)\", \"Gluten (Wheat, Semolina)\", \"Gluten (Wheat/Semolina)\", \n",
+    "    \"MILK\", \"MUSTARD\", \"May contain Dairy\", \"May contain Gluten\", \n",
+    "    \"May contain Gluten, Egg, other Nuts\", \"May contain Gluten, Milk, Soy\", \n",
+    "    \"May contain Gluten, Soy, Milk\", \"May contain Gluten, Soya\", \n",
+    "    \"May contain Milk, Soy, Wheat, Egg, Peanut, Tree Nut, Fish, Shellfish\", \n",
+    "    \"May contain Nuts\", \"May contain Nuts, Seeds\", \"May contain Peanuts\", \n",
+    "    \"May contain Soy\", \"May contain Soy, Milk\", \"May contain Soy, Nuts, Peanuts\", \n",
+    "    \"May contain Soya\", \"May contain Soya, Milk, Nuts\", \"May contain Soya, Wheat\", \n",
+    "    \"May contain Soya, Wheat, Milk\", \"May contain Soya/Peanut depending on type\", \n",
+    "    \"May contain Wheat, Soy, Milk\", \"May contain nuts\", \"May contain nuts if Badam flavour\", \n",
+    "    \"May contain other nuts\", \"May contain traces of Milk and Soy\", \n",
+    "    \"May contain traces of Soya and Nuts\", \"May contain traces of nuts\", \n",
+    "    \"May contain traces of shellfish\", \"Mustard\", \"NUTS\", \"OATS\", \"Peanuts\", \n",
+    "    \"Phenylalanine\", \"RAGI\", \"SESAME\", \"SOY\", \"SULPHITE\", \"Sesame\", \n",
+    "    \"Sesame (Tahini)\", \"Soya\", \"Soya (Emulsifier)\", \"Soya (Lecithin)\", \n",
+    "    \"Soya (Lecithins)\", \"Soya (Soy Lecithin)\", \"Soya (Soybean oil)\", \n",
+    "    \"Soya (in chocolate compound)\", \"Sulphites (in Tutti Frutti)\", \n",
+    "    \"Sulphites (in candied fruit)\", \"Sulphites (in dried fruits)\", \"nuts\", \n",
+    "    \"nuts (Almonds)\", \"nuts (Almonds, Cashews)\", \"nuts (Almonds, Cashews, Peanuts)\", \n",
+    "    \"nuts (Almonds, Cashews, Pistachios)\", \"nuts (Almonds, Coconut)\", \n",
+    "    \"nuts (Almonds, Peanuts)\", \"nuts (Almonds, Pistachios)\", \"nuts (Almonds, Raisins)\", \n",
+    "    \"nuts (Cashew)\", \"nuts (Cashew, Almond, Raisin)\", \"nuts (Cashews)\", \n",
+    "    \"nuts (Cashews, Almonds)\", \"nuts (Cashews, Almonds, Pistachios)\", \n",
+    "    \"nuts (Groundnut)\", \"nuts (Hazelnuts)\", \"nuts (Peanuts)\", \"nuts (Peanuts, Almonds)\", \n",
+    "    \"nuts (Peanuts, Cashews)\", \"nuts (Pistachios, Almonds)\", \"nuts (if added)\"\n",
+    "]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "21319978",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "Grouped Allergy Categories:\n",
+      "\n",
+      "== Gluten (24 entries) ==\n",
+      "- BARLEY\n",
+      "- GLUTEN\n",
+      "- Gluten (Barley Malt)\n",
+      "- Gluten (Barley)\n",
+      "- Gluten (Barley, Wheat)\n",
+      "- Gluten (Breadcrumbs)\n",
+      "- Gluten (Oats)\n",
+      "- Gluten (Oats, Wheat)\n",
+      "- Gluten (Oats, Wheat, Barley)\n",
+      "- Gluten (Semolina)\n",
+      "- Gluten (Wheat)\n",
+      "- Gluten (Wheat, Barley Malt)\n",
+      "- Gluten (Wheat, Barley)\n",
+      "- Gluten (Wheat, Barley, Oats)\n",
+      "- Gluten (Wheat, Oat, Barley)\n",
+      "- Gluten (Wheat, Oat, Spelt)\n",
+      "- Gluten (Wheat, Oats, Barley)\n",
+      "- Gluten (Wheat, Semolina)\n",
+      "- Gluten (Wheat/Semolina)\n",
+      "- May contain Gluten\n",
+      "- May contain Gluten, Egg, other Nuts\n",
+      "- May contain Gluten, Soya\n",
+      "- May contain Soya, Wheat\n",
+      "- OATS\n",
+      "\n",
+      "== Celery (2 entries) ==\n",
+      "- CELERY\n",
+      "- Celery\n",
+      "\n",
+      "== Nuts (35 entries) ==\n",
+      "- Coconut\n",
+      "- Coconut (if used)\n",
+      "- May contain Nuts\n",
+      "- May contain Nuts, Seeds\n",
+      "- May contain Peanuts\n",
+      "- May contain Soy, Nuts, Peanuts\n",
+      "- May contain Soya/Peanut depending on type\n",
+      "- May contain nuts\n",
+      "- May contain nuts if Badam flavour\n",
+      "- May contain other nuts\n",
+      "- May contain traces of Soya and Nuts\n",
+      "- May contain traces of nuts\n",
+      "- NUTS\n",
+      "- Peanuts\n",
+      "- nuts\n",
+      "- nuts (Almonds)\n",
+      "- nuts (Almonds, Cashews)\n",
+      "- nuts (Almonds, Cashews, Peanuts)\n",
+      "- nuts (Almonds, Cashews, Pistachios)\n",
+      "- nuts (Almonds, Coconut)\n",
+      "- nuts (Almonds, Peanuts)\n",
+      "- nuts (Almonds, Pistachios)\n",
+      "- nuts (Almonds, Raisins)\n",
+      "- nuts (Cashew)\n",
+      "- nuts (Cashew, Almond, Raisin)\n",
+      "- nuts (Cashews)\n",
+      "- nuts (Cashews, Almonds)\n",
+      "- nuts (Cashews, Almonds, Pistachios)\n",
+      "- nuts (Groundnut)\n",
+      "- nuts (Hazelnuts)\n",
+      "- nuts (Peanuts)\n",
+      "- nuts (Peanuts, Almonds)\n",
+      "- nuts (Peanuts, Cashews)\n",
+      "- nuts (Pistachios, Almonds)\n",
+      "- nuts (if added)\n",
+      "\n",
+      "== Fish/Shellfish (4 entries) ==\n",
+      "- Crustaceans (Crab)\n",
+      "- Crustaceans (Prawns)\n",
+      "- Fish\n",
+      "- May contain traces of shellfish\n",
+      "\n",
+      "== Dairy (43 entries) ==\n",
+      "- Dairy (Butter)\n",
+      "- Dairy (Butter, Cream)\n",
+      "- Dairy (Butter, Milk Solids)\n",
+      "- Dairy (Cheese Powder)\n",
+      "- Dairy (Cheese Powder, Milk Solids)\n",
+      "- Dairy (Cheese)\n",
+      "- Dairy (Cheese, Milk Solids)\n",
+      "- Dairy (Cream, Milk, Butter)\n",
+      "- Dairy (Cream, Milk, Whey)\n",
+      "- Dairy (Ghee)\n",
+      "- Dairy (Ghee, Milk Solids)\n",
+      "- Dairy (Goat Milk)\n",
+      "- Dairy (Milk Fat)\n",
+      "- Dairy (Milk Powder)\n",
+      "- Dairy (Milk Powder, Lactose)\n",
+      "- Dairy (Milk Powder, Whey)\n",
+      "- Dairy (Milk Protein)\n",
+      "- Dairy (Milk Solids)\n",
+      "- Dairy (Milk Solids, Butter)\n",
+      "- Dairy (Milk Solids, Cheese)\n",
+      "- Dairy (Milk Solids, Ghee)\n",
+      "- Dairy (Milk)\n",
+      "- Dairy (Milk, Cream)\n",
+      "- Dairy (Milk, Lactose, Butterfat, Yogurt)\n",
+      "- Dairy (Paneer, Cream, Butter)\n",
+      "- Dairy (Paneer, Yogurt)\n",
+      "- Dairy (Whey)\n",
+      "- Dairy (Whey, Caseinate, Milk Solids)\n",
+      "- Dairy (Whey, Milk Protein)\n",
+      "- Dairy (Whey, Milk)\n",
+      "- Dairy (Yogurt)\n",
+      "- Dairy (Yogurt, Milk Solids)\n",
+      "- Dairy (if Ghee is used)\n",
+      "- MILK\n",
+      "- May contain Dairy\n",
+      "- May contain Gluten, Milk, Soy\n",
+      "- May contain Gluten, Soy, Milk\n",
+      "- May contain Milk, Soy, Wheat, Egg, Peanut, Tree Nut, Fish, Shellfish\n",
+      "- May contain Soy, Milk\n",
+      "- May contain Soya, Milk, Nuts\n",
+      "- May contain Soya, Wheat, Milk\n",
+      "- May contain Wheat, Soy, Milk\n",
+      "- May contain traces of Milk and Soy\n",
+      "\n",
+      "== Egg (1 entries) ==\n",
+      "- Egg\n",
+      "\n",
+      "== Mustard (2 entries) ==\n",
+      "- MUSTARD\n",
+      "- Mustard\n",
+      "\n",
+      "== Soya (10 entries) ==\n",
+      "- May contain Soy\n",
+      "- May contain Soya\n",
+      "- SOY\n",
+      "- Soya\n",
+      "- Soya (Emulsifier)\n",
+      "- Soya (Lecithin)\n",
+      "- Soya (Lecithins)\n",
+      "- Soya (Soy Lecithin)\n",
+      "- Soya (Soybean oil)\n",
+      "- Soya (in chocolate compound)\n",
+      "\n",
+      "== Phenylalanine (1 entries) ==\n",
+      "- Phenylalanine\n",
+      "\n",
+      "== Ragi (1 entries) ==\n",
+      "- RAGI\n",
+      "\n",
+      "== Sesame (3 entries) ==\n",
+      "- SESAME\n",
+      "- Sesame\n",
+      "- Sesame (Tahini)\n",
+      "\n",
+      "== Sulphites (4 entries) ==\n",
+      "- SULPHITE\n",
+      "- Sulphites (in Tutti Frutti)\n",
+      "- Sulphites (in candied fruit)\n",
+      "- Sulphites (in dried fruits)\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Group entries\n",
+    "grouped_allergies = defaultdict(list)\n",
+    "ungrouped = []\n",
+    "\n",
+    "for entry in allergy_entries:\n",
+    "    entry_lower = entry.lower()\n",
+    "    found_group = False\n",
+    "    for group, keywords in category_keywords.items():\n",
+    "        if any(keyword in entry_lower for keyword in keywords):\n",
+    "            grouped_allergies[group].append(entry)\n",
+    "            found_group = True\n",
+    "            break\n",
+    "    if not found_group:\n",
+    "        ungrouped.append(entry)\n",
+    "\n",
+    "# Output grouped results\n",
+    "print(\"\\nGrouped Allergy Categories:\\n\")\n",
+    "for group, items in grouped_allergies.items():\n",
+    "    print(f\"== {group} ({len(items)} entries) ==\")\n",
+    "    for i in sorted(set(items)):\n",
+    "        print(\"-\", i)\n",
+    "    print()\n",
+    "\n",
+    "if ungrouped:\n",
+    "    print(\"== Uncategorized Entries ==\")\n",
+    "    for i in sorted(set(ungrouped)):\n",
+    "        print(\"-\", i)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "00694ce6",
+   "metadata": {},
+   "source": [
+    "## REGULAR EXPRESSION"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "aa30eb74",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "allergy_groups ={\n",
+    "  \"Dairy\": [\n",
+    "    \"Dairy (Butter)\",\n",
+    "    \"Dairy (Butter, Cream)\",\n",
+    "    \"Dairy (Butter, Milk Solids)\",\n",
+    "    \"Dairy (Cheese Powder)\",\n",
+    "    \"Dairy (Cheese Powder, Milk Solids)\",\n",
+    "    \"Dairy (Cheese)\",\n",
+    "    \"Dairy (Cheese, Milk Solids)\",\n",
+    "    \"Dairy (Cream, Milk, Butter)\",\n",
+    "    \"Dairy (Cream, Milk, Whey)\",\n",
+    "    \"Dairy (Ghee)\",\n",
+    "    \"Dairy (Ghee, Milk Solids)\",\n",
+    "    \"Dairy (Goat Milk)\",\n",
+    "    \"Dairy (Milk Fat)\",\n",
+    "    \"Dairy (Milk Powder)\",\n",
+    "    \"Dairy (Milk Powder, Lactose)\",\n",
+    "    \"Dairy (Milk Powder, Whey)\",\n",
+    "    \"Dairy (Milk Protein)\",\n",
+    "    \"Dairy (Milk Solids)\",\n",
+    "    \"Dairy (Milk Solids, Butter)\",\n",
+    "    \"Dairy (Milk Solids, Cheese)\",\n",
+    "    \"Dairy (Milk Solids, Ghee)\",\n",
+    "    \"Dairy (Milk)\",\n",
+    "    \"Dairy (Milk, Cream)\",\n",
+    "    \"Dairy (Milk, Lactose, Butterfat, Yogurt)\",\n",
+    "    \"Dairy (Paneer, Cream, Butter)\",\n",
+    "    \"Dairy (Paneer, Yogurt)\",\n",
+    "    \"Dairy (Whey)\",\n",
+    "    \"Dairy (Whey, Caseinate, Milk Solids)\",\n",
+    "    \"Dairy (Whey, Milk Protein)\",\n",
+    "    \"Dairy (Whey, Milk)\",\n",
+    "    \"Dairy (Yogurt)\",\n",
+    "    \"Dairy (Yogurt, Milk Solids)\",\n",
+    "    \"Dairy (if Ghee is used)\",\n",
+    "    \"May contain Dairy\",\n",
+    "    \"May contain traces of Milk and Soy\"\n",
+    "  ],\n",
+    "  \"Gluten\": [\n",
+    "    \"GLUTEN\",\n",
+    "    \"Gluten (Barley Malt)\",\n",
+    "    \"Gluten (Barley)\",\n",
+    "    \"Gluten (Barley, Wheat)\",\n",
+    "    \"Gluten (Breadcrumbs)\",\n",
+    "    \"Gluten (Oats)\",\n",
+    "    \"Gluten (Oats, Wheat)\",\n",
+    "    \"Gluten (Oats, Wheat, Barley)\",\n",
+    "    \"Gluten (Semolina)\",\n",
+    "    \"Gluten (Wheat)\",\n",
+    "    \"Gluten (Wheat, Barley Malt)\",\n",
+    "    \"Gluten (Wheat, Barley)\",\n",
+    "    \"Gluten (Wheat, Barley, Oats)\",\n",
+    "    \"Gluten (Wheat, Oat, Barley)\",\n",
+    "    \"Gluten (Wheat, Oat, Spelt)\",\n",
+    "    \"Gluten (Wheat, Oats, Barley)\",\n",
+    "    \"Gluten (Wheat, Semolina)\",\n",
+    "    \"Gluten (Wheat/Semolina)\",\n",
+    "    \"May contain Gluten\",\n",
+    "    \"May contain Gluten, Egg, other Nuts\",\n",
+    "    \"May contain Gluten, Milk, Soy\",\n",
+    "    \"May contain Gluten, Soy, Milk\",\n",
+    "    \"May contain Gluten, Soya\"\n",
+    "  ],\n",
+    "  \"Nuts\": [\n",
+    "    \"NUTS\",\n",
+    "    \"May contain Nuts\",\n",
+    "    \"May contain Nuts, Seeds\",\n",
+    "    \"May contain Peanuts\",\n",
+    "    \"May contain nuts\",\n",
+    "    \"May contain nuts if Badam flavour\",\n",
+    "    \"May contain other nuts\",\n",
+    "    \"May contain traces of nuts\",\n",
+    "    \"nuts\",\n",
+    "    \"nuts (Almonds)\",\n",
+    "    \"nuts (Almonds, Cashews)\",\n",
+    "    \"nuts (Almonds, Cashews, Peanuts)\",\n",
+    "    \"nuts (Almonds, Cashews, Pistachios)\",\n",
+    "    \"nuts (Almonds, Coconut)\",\n",
+    "    \"nuts (Almonds, Peanuts)\",\n",
+    "    \"nuts (Almonds, Pistachios)\",\n",
+    "    \"nuts (Almonds, Raisins)\",\n",
+    "    \"nuts (Cashew)\",\n",
+    "    \"nuts (Cashew, Almond, Raisin)\",\n",
+    "    \"nuts (Cashews)\",\n",
+    "    \"nuts (Cashews, Almonds)\",\n",
+    "    \"nuts (Cashews, Almonds, Pistachios)\",\n",
+    "    \"nuts (Groundnut)\",\n",
+    "    \"nuts (Hazelnuts)\",\n",
+    "    \"nuts (Peanuts)\",\n",
+    "    \"nuts (Peanuts, Almonds)\",\n",
+    "    \"nuts (Peanuts, Cashews)\",\n",
+    "    \"nuts (Pistachios, Almonds)\",\n",
+    "    \"nuts (if added)\",\n",
+    "    \"May contain Soy, Nuts, Peanuts\",\n",
+    "    \"May contain Soya, Milk, Nuts\",\n",
+    "    \"May contain traces of Soya and Nuts\"\n",
+    "  ],\n",
+    "  \"Soya\": [\n",
+    "    \"SOY\",\n",
+    "    \"Soya\",\n",
+    "    \"Soya (Emulsifier)\",\n",
+    "    \"Soya (Lecithin)\",\n",
+    "    \"Soya (Lecithins)\",\n",
+    "    \"Soya (Soy Lecithin)\",\n",
+    "    \"Soya (Soybean oil)\",\n",
+    "    \"Soya (in chocolate compound)\",\n",
+    "    \"May contain Soy\",\n",
+    "    \"May contain Soy, Milk\",\n",
+    "    \"May contain Soya\",\n",
+    "    \"May contain Soya, Wheat\",\n",
+    "    \"May contain Soya, Wheat, Milk\",\n",
+    "    \"May contain Soya/Peanut depending on type\"\n",
+    "  ],\n",
+    "  \"Egg\": [\n",
+    "    \"Egg\",\n",
+    "    \"May contain Gluten, Egg, other Nuts\",\n",
+    "    \"May contain Milk, Soy, Wheat, Egg, Peanut, Tree Nut, Fish, Shellfish\"\n",
+    "  ],\n",
+    "  \"Fish and Shellfish\": [\n",
+    "    \"Fish\",\n",
+    "    \"Crustaceans (Crab)\",\n",
+    "    \"Crustaceans (Prawns)\",\n",
+    "    \"May contain Milk, Soy, Wheat, Egg, Peanut, Tree Nut, Fish, Shellfish\",\n",
+    "    \"May contain traces of shellfish\"\n",
+    "  ],\n",
+    "  \"Mustard\": [\n",
+    "    \"MUSTARD\",\n",
+    "    \"Mustard\"\n",
+    "  ],\n",
+    "  \"Sesame\": [\n",
+    "    \"SESAME\",\n",
+    "    \"Sesame\",\n",
+    "    \"Sesame (Tahini)\"\n",
+    "  ],\n",
+    "  \"Sulphites\": [\n",
+    "    \"SULPHITE\",\n",
+    "    \"Sulphites (in Tutti Frutti)\",\n",
+    "    \"Sulphites (in candied fruit)\",\n",
+    "    \"Sulphites (in dried fruits)\"\n",
+    "  ],\n",
+    "  \"Others\": [\n",
+    "    \"BARLEY\",\n",
+    "    \"CELERY\",\n",
+    "    \"Celery\",\n",
+    "    \"Coconut\",\n",
+    "    \"Coconut (if used)\",\n",
+    "    \"May contain Milk, Soy, Wheat, Egg, Peanut, Tree Nut, Fish, Shellfish\",\n",
+    "    \"May contain traces of Milk and Soy\",\n",
+    "    \"OATS\",\n",
+    "    \"Peanuts\",\n",
+    "    \"Phenylalanine\",\n",
+    "    \"RAGI\"\n",
+    "  ]\n",
+    "}\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "bbc71134",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import re\n",
+    "\n",
+    "regex_map = {}\n",
+    "for category, phrases in allergy_groups.items():\n",
+    "    for phrase in phrases:\n",
+    "        # Escape phrase for regex, but allow wildcards for generalization if needed\n",
+    "        pattern = re.escape(phrase.strip()).replace(r'\\(', r'\\(').replace(r'\\)', r'\\)')\n",
+    "        regex_map[pattern] = category\n",
+    "\n",
+    "# Convert to a list of (compiled_regex, category) for efficient matching\n",
+    "compiled_regexes = [(re.compile(rf\"^{pattern}$\", re.IGNORECASE), category) for pattern, category in regex_map.items()]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "558cdd32",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Sample raw allergy list to convert\n",
+    "raw_allergy_list = [\n",
+    "    \"Dairy (Milk Solids)\", \n",
+    "    \"Gluten (Wheat)\", \n",
+    "    \"nuts (Almonds)\", \n",
+    "    \"Soya (Lecithin)\", \n",
+    "    \"May contain Soya\", \n",
+    "    \"Egg\", \n",
+    "    \"Crustaceans (Prawns)\"\n",
+    "]\n",
+    "\n",
+    "# Function to normalize entries to parent categories\n",
+    "def normalize_allergies(allergy_list):\n",
+    "    normalized = []\n",
+    "    for entry in allergy_list:\n",
+    "        matched = False\n",
+    "        for regex, category in compiled_regexes:\n",
+    "            if regex.match(entry):\n",
+    "                normalized.append(category)\n",
+    "                matched = True\n",
+    "                break\n",
+    "        if not matched:\n",
+    "            normalized.append(\"Unknown\")  # or keep entry as-is\n",
+    "    return sorted(set(normalized))\n",
+    "\n",
+    "# Run normalization\n",
+    "normalized_allergies = normalize_allergies(raw_allergy_list)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "2472cec4",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[\n",
+      "  \"Dairy\",\n",
+      "  \"Egg\",\n",
+      "  \"Fish and Shellfish\",\n",
+      "  \"Gluten\",\n",
+      "  \"Nuts\",\n",
+      "  \"Soya\"\n",
+      "]\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "# Output\n",
+    "print(json.dumps(normalized_allergies, indent=2))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "31a19bc9",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "29c65365",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/server/Notebooks/Barcode Additions.ipynb b/server/Notebooks/Barcode Additions.ipynb
new file mode 100644
index 0000000..830bded
--- /dev/null
+++ b/server/Notebooks/Barcode Additions.ipynb	
@@ -0,0 +1,240 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "48888569",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "2a70485a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "path = \"Data.json\"\n",
+    "json_data = []\n",
+    "with open (path, 'r', encoding='utf-8') as f:\n",
+    "    try:\n",
+    "        data = json.load(f)\n",
+    "        json_data.append(data)\n",
+    "    except json.JSONDecodeError as e:\n",
+    "        print(f\"Error decoding JSON in file {filename}: {e}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "9b5bc270",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import random\n",
+    "\n",
+    "def generate_ean13_prefix():\n",
+    "    \"\"\"Generate the first 12 digits (can include a GS1 prefix like '890' for India).\"\"\"\n",
+    "    prefix = \"890\"  # GS1 prefix for India\n",
+    "    random_part = ''.join(random.choices(\"0123456789\", k=9))\n",
+    "    return prefix + random_part\n",
+    "\n",
+    "def calculate_ean13_check_digit(number):\n",
+    "    \"\"\"Calculate the EAN-13 check digit for a 12-digit number.\"\"\"\n",
+    "    assert len(number) == 12\n",
+    "    total = 0\n",
+    "    for i, digit in enumerate(number):\n",
+    "        n = int(digit)\n",
+    "        total += n if i % 2 == 0 else n * 3\n",
+    "    check_digit = (10 - (total % 10)) % 10\n",
+    "    return str(check_digit)\n",
+    "\n",
+    "def generate_valid_ean13():\n",
+    "    \"\"\"Generate a full valid EAN-13 barcode.\"\"\"\n",
+    "    base = generate_ean13_prefix()\n",
+    "    check_digit = calculate_ean13_check_digit(base)\n",
+    "    return base + check_digit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "82c6384e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Add EAN-13 barcodes\n",
+    "for item in data:\n",
+    "    item[\"barcode\"] = generate_valid_ean13()\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "fc21afcc",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'item_category': 'NAMKEEN',\n",
+       " 'item_name': 'Salted Peanuts - Panjwani',\n",
+       " 'ingredients': ['Peanuts', 'Salt', 'Vegetable Oil'],\n",
+       " 'allergy_info': ['nuts', 'Peanuts'],\n",
+       " 'nutrition': {'energy': '609',\n",
+       "  'protein': '0',\n",
+       "  'carbohydrate': '28.26',\n",
+       "  'total_fat': '47.78',\n",
+       "  'total_sugars': '7.26',\n",
+       "  'added_sugars': 'N/A',\n",
+       "  'saturated_fat': '7.86',\n",
+       "  'trans_fat': 'N/A'},\n",
+       " 'veg': True,\n",
+       " 'image_url': '',\n",
+       " 'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       " 'HEALTH_IMPACT_RATING': 2.5,\n",
+       " 'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       " 'barcode': '8907011324908'}"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "db1f96da",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'_id': {'$oid': '670a936ecb72e9a3fd2e3288'},\n",
+       " 'price_per_unit': {'$NUMBERDECIMAL': '0.6142857143'},\n",
+       " 'servings': 1,\n",
+       " 'allergy_info': ['GLUTEN', 'SOY', 'SESAME'],\n",
+       " 'final_rating': 2.6,\n",
+       " 'health_impact_rating': 2.4,\n",
+       " 'ingredient_quality_rating': 2.5,\n",
+       " 'ingredients': ['REFINED WHEAT FLOUR (MAIDA)',\n",
+       "  'EDIBLE VEGETABLE OIL (PALM OIL)',\n",
+       "  'DEHYDRATED PIECES 6.13% (CHICKEN, CARROT, FRFF CABBAGE & CURRY LEAVES)',\n",
+       "  'HYDROLYSED VEGETABLE PROTEIN POWDER (SOY)',\n",
+       "  'MIXED SPICES 1.50% (RED CHILLI, TURMERIC, CORIANDER, BLACK PEPPER, CUMIN, FENUGREEK, GINGER, CLOVE, NUTMEG & GREEN CARDAMOM)',\n",
+       "  'ONION POWDER',\n",
+       "  'SUGAR',\n",
+       "  'MALTODEXTRIN',\n",
+       "  'YEAST EXTRACT POWDER',\n",
+       "  'CORN STARCH',\n",
+       "  'FLAVOUR ENHANCERS (INS 631 , INS627 & INS620)',\n",
+       "  'MILK SOLIDS',\n",
+       "  'NATURAL IDENTICAL FLAVOUR',\n",
+       "  'ACIDITY REGULATORS [INS 500, INS 451 & INS 330]',\n",
+       "  'EDIBLE VEGETABLE OIL(COCONUT OIL)',\n",
+       "  'THICKENER(INS415)',\n",
+       "  'ANTIOXIDANT (INS319)'],\n",
+       " 'item_category': 'INSTANT-NOODLES',\n",
+       " 'item_name': 'NISSIN SPICED CHICKEN CUP NOODLES',\n",
+       " 'nutrition': {'energy': 485.19,\n",
+       "  'protein': 10.28,\n",
+       "  'carbohydrate': 62.8,\n",
+       "  'total_sugars': 3.63,\n",
+       "  'added_sugars': 3.63,\n",
+       "  'total_fat': 20.22,\n",
+       "  'saturated_fat': 9.72,\n",
+       "  'trans_fat': 0.099,\n",
+       "  'cholestrol': 0.099,\n",
+       "  'sodium': 1409.17},\n",
+       " 'nutritional_content_rating': 2.9,\n",
+       " 'unit': 'G',\n",
+       " 'veg': False,\n",
+       " 'image_url': 'https://m.media-amazon.com/images/I/81H5f1NFXmL.jpg',\n",
+       " 'barcode': '8902499777574'}"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data[354]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "7549ebc2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "✅ EAN-13 barcodes added to all items.\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Save to JSON\n",
+    "with open(\"Data_with_barcodes.json\", \"w\") as f:\n",
+    "    json.dump(data, f, indent=2)\n",
+    "\n",
+    "print(\"✅ EAN-13 barcodes added to all items.\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "bf80811c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "420"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(data)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/server/Notebooks/Data-Curation.ipynb b/server/Notebooks/Data-Curation.ipynb
new file mode 100644
index 0000000..40c1c45
--- /dev/null
+++ b/server/Notebooks/Data-Curation.ipynb
@@ -0,0 +1,11446 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "c4497c7e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "94b32155",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "path = \"Data_with_normalized_allergy_info.json\"\n",
+    "json_data = []\n",
+    "with open (path, 'r', encoding='utf-8') as f:\n",
+    "    try:\n",
+    "        data = json.load(f)\n",
+    "        json_data.append(data)\n",
+    "    except json.JSONDecodeError as e:\n",
+    "        print(f\"Error decoding JSON in file {path}: {e}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "a593a402",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Salted Peanuts - Panjwani',\n",
+       "  'ingredients': ['Peanuts', 'Salt', 'Vegetable Oil'],\n",
+       "  'allergy_info': ['Peanuts', 'Nuts'],\n",
+       "  'nutrition': {'energy': '609',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '28.26',\n",
+       "   'total_fat': '47.78',\n",
+       "   'total_sugars': '7.26',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.86',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8907011324908'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Masala oats - Soffola',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices and Condiments (Onion, Garlic, Coriander, Turmeric, Chilli, Cumin)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Dehydrated Vegetables (Carrot, Peas)',\n",
+       "   'Hydrolyzed Vegetable Protein (Soya)',\n",
+       "   'Flavour Enhancer (E627, E631)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '133',\n",
+       "   'protein': '2.8',\n",
+       "   'carbohydrate': '23.8',\n",
+       "   'total_fat': '3',\n",
+       "   'total_sugars': '2.4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.04',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8905451077637'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Kai Murruku - Anna bytes',\n",
+       "  'ingredients': ['Rice Flour',\n",
+       "   'Urad Dal Flour',\n",
+       "   'Butter',\n",
+       "   'Salt',\n",
+       "   'Asafoetida',\n",
+       "   'Cumin Seeds',\n",
+       "   'Vegetable Oil'],\n",
+       "  'allergy_info': ['Dairy', 'Others'],\n",
+       "  'nutrition': {'energy': '533',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '56.667',\n",
+       "   'total_fat': '30',\n",
+       "   'total_sugars': '1.667',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9.333',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8908252869357'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Parle G - 55',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Leavening Agents (Ammonium Bicarbonate, Sodium Bicarbonate)',\n",
+       "   'Salt',\n",
+       "   'Milk Solids',\n",
+       "   'Emulsifiers (Soy Lecithin, Diacetyl Tartaric Acid Esters of Mono- and Diglycerides)',\n",
+       "   'Artificial Flavour (Milk, Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '454',\n",
+       "   'protein': '6.9',\n",
+       "   'carbohydrate': '77.3',\n",
+       "   'total_fat': '13',\n",
+       "   'total_sugars': '25.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8902649252142'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Yummy - Anmol - 35',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Milk Solids',\n",
+       "   'Corn Starch',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents (Sodium Bicarbonate, Ammonium Bicarbonate)',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavours (Vanilla, Milk)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '474',\n",
+       "   'protein': '6.27',\n",
+       "   'carbohydrate': '74.47',\n",
+       "   'total_fat': '16.89',\n",
+       "   'total_sugars': '29.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8.81',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8905823729935'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'White Toast - Innlay Bakery',\n",
+       "  'ingredients': ['Wheat Flour (Maida)',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Yeast',\n",
+       "   'Salt',\n",
+       "   'Milk Solids',\n",
+       "   'Emulsifiers',\n",
+       "   'Preservatives'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '402',\n",
+       "   'protein': '11.905',\n",
+       "   'carbohydrate': '83.333',\n",
+       "   'total_fat': '2.381',\n",
+       "   'total_sugars': '91.667',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.571',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907317355095'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Strawberry milk - SHATTO',\n",
+       "  'ingredients': ['Milk',\n",
+       "   'Sugar',\n",
+       "   'Strawberry Pulp/Concentrate',\n",
+       "   'Stabilizers',\n",
+       "   'Acidity Regulator',\n",
+       "   'Natural and Artificial Flavours (Strawberry)',\n",
+       "   'Colour (E124)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '360',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '46',\n",
+       "   'total_fat': '13',\n",
+       "   'total_sugars': '30',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8901858041127'},\n",
+       " {'item_category': 'PASTA',\n",
+       "  'item_name': 'Spaghetti - Lubella',\n",
+       "  'ingredients': ['Durum Wheat Semolina', 'Water'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '351',\n",
+       "   'protein': '13',\n",
+       "   'carbohydrate': '70',\n",
+       "   'total_fat': '1.4',\n",
+       "   'total_sugars': '4.2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8909937163746'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Taka tak - 100',\n",
+       "  'ingredients': ['Rice Meal',\n",
+       "   'Corn Meal',\n",
+       "   'Gram Meal',\n",
+       "   'Vegetable Oil',\n",
+       "   'Spices and Condiments (Tomato Powder, Onion Powder, Garlic Powder, Chilli Powder, Cumin Powder)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Acidity Regulator (E330)',\n",
+       "   'Flavour Enhancers (E627, E631)'],\n",
+       "  'allergy_info': ['Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '543',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '50',\n",
+       "   'total_fat': '35',\n",
+       "   'total_sugars': '0.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '17',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904380599128'},\n",
+       " {'item_category': 'BREAD',\n",
+       "  'item_name': 'Bread - iD',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Water',\n",
+       "   'Yeast',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Vegetable Oil',\n",
+       "   'Preservatives',\n",
+       "   'Emulsifiers'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '285',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0.8',\n",
+       "   'total_fat': '2.9',\n",
+       "   'total_sugars': '1.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8904898103794'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Dark chocolate Muesli - Yoga bar',\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Whole Grains (Wheat Flakes, Barley Flakes)',\n",
+       "   'Seeds (Pumpkin, Chia, Flax)',\n",
+       "   'Dark Chocolate Compound',\n",
+       "   'Almonds',\n",
+       "   'Rice Crispies',\n",
+       "   'Honey',\n",
+       "   'Vegetable Oil',\n",
+       "   'Cocoa Powder',\n",
+       "   'Natural Flavour (Chocolate)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya', 'Others', 'Nuts'],\n",
+       "  'nutrition': {'energy': '437',\n",
+       "   'protein': '13.3',\n",
+       "   'carbohydrate': '67',\n",
+       "   'total_fat': '13.3',\n",
+       "   'total_sugars': '6.7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4.9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8906800790788'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Muesli+ - Yoga Bar',\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Whole Grains (Wheat Flakes, Jowar Flakes)',\n",
+       "   'Seeds (Pumpkin, Chia, Flax)',\n",
+       "   'Nuts (Almonds, Raisins)',\n",
+       "   'Rice Crispies',\n",
+       "   'Honey',\n",
+       "   'Vegetable Oil',\n",
+       "   'Natural Flavour'],\n",
+       "  'allergy_info': ['Gluten', 'Others'],\n",
+       "  'nutrition': {'energy': '418',\n",
+       "   'protein': '13',\n",
+       "   'carbohydrate': '70',\n",
+       "   'total_fat': '9.5',\n",
+       "   'total_sugars': '4.8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8902696111362'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Dal makhani - Kohinoor',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Black Lentils (Urad Dal)',\n",
+       "   'Tomatoes',\n",
+       "   'Onions',\n",
+       "   'Butter',\n",
+       "   'Cream',\n",
+       "   'Vegetable Oil',\n",
+       "   'Ginger',\n",
+       "   'Garlic',\n",
+       "   'Salt',\n",
+       "   'Spices and Condiments (Coriander, Cumin, Turmeric, Chilli)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '83',\n",
+       "   'protein': '2.9',\n",
+       "   'carbohydrate': '13.9',\n",
+       "   'total_fat': '3.2',\n",
+       "   'total_sugars': '0.2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8900295134126'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'Fit mix - Jewel farmer',\n",
+       "  'ingredients': ['Roasted Almonds',\n",
+       "   'Roasted Cashews',\n",
+       "   'Roasted Peanuts',\n",
+       "   'Pumpkin Seeds',\n",
+       "   'Sunflower Seeds',\n",
+       "   'Flax Seeds',\n",
+       "   'Dried Cranberries',\n",
+       "   'Raisins'],\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrition': {'energy': '565',\n",
+       "   'protein': '15',\n",
+       "   'carbohydrate': '34.7',\n",
+       "   'total_fat': '40.7',\n",
+       "   'total_sugars': '12.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.78',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8906382332062'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'Protien bar - Yoga bar',\n",
+       "  'ingredients': ['Protein Blend (Whey Protein Concentrate, Soy Protein Isolate)',\n",
+       "   'Brown Rice Syrup',\n",
+       "   'Rolled Oats',\n",
+       "   'Almonds',\n",
+       "   'Honey',\n",
+       "   'Peanut Butter',\n",
+       "   'Seeds (Flax, Chia)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Natural Flavours'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'nutrition': {'energy': '268',\n",
+       "   'protein': '20',\n",
+       "   'carbohydrate': '19.2',\n",
+       "   'total_fat': '14.7',\n",
+       "   'total_sugars': '5.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8906389443037'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Vegan Cocktail samosa - Haldiram’s minute khana',\n",
+       "  'ingredients': ['Pastry (Wheat Flour, Water, Vegetable Oil, Salt)',\n",
+       "   'Filling (Potatoes, Peas, Vegetable Oil, Spices (Coriander, Cumin, Garam Masala, Chilli, Turmeric, Mango Powder), Salt, Ginger, Green Chilli)'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '340',\n",
+       "   'protein': '5.4',\n",
+       "   'carbohydrate': '40',\n",
+       "   'total_fat': '17.4',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8905595281198'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Salted Caramel - Häagen-Dazs',\n",
+       "  'ingredients': ['Cream',\n",
+       "   'Skim Milk',\n",
+       "   'Sugar',\n",
+       "   'Caramel Sauce (Corn Syrup, Sweetened Condensed Milk, Cream, Sugar, Butter, Salt, Pectin, Soy Lecithin)',\n",
+       "   'Egg Yolks',\n",
+       "   'Salt',\n",
+       "   'Vanilla Extract'],\n",
+       "  'allergy_info': ['Dairy', 'Soya', 'Egg'],\n",
+       "  'nutrition': {'energy': '275',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '28.1',\n",
+       "   'total_fat': '16.3',\n",
+       "   'total_sugars': '25.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10.9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904041215367'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Chocobar chocoholic - The brooklyn creamery',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Chocolate Coating (Sugar, Cocoa Solids, Coconut Oil, Milk Solids, Emulsifier (Soy Lecithin))',\n",
+       "   'Sugar',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Powder',\n",
+       "   'Liquid Glucose',\n",
+       "   'Stabilizers',\n",
+       "   'Emulsifiers',\n",
+       "   'Natural & Artificial Flavours (Chocolate)'],\n",
+       "  'allergy_info': ['Dairy', 'Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '180',\n",
+       "   'protein': '3.818',\n",
+       "   'carbohydrate': '22.182',\n",
+       "   'total_fat': '12.182',\n",
+       "   'total_sugars': '3.091',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8.727',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8902374926875'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Cuppa Rice - Daawat',\n",
+       "  'ingredients': ['Dehydrated Rice',\n",
+       "   'Seasoning Mix (Salt, Spices, Dehydrated Vegetables, Sugar, Flavour Enhancers)',\n",
+       "   'Vegetable Oil'],\n",
+       "  'allergy_info': ['Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '285',\n",
+       "   'protein': '13.1',\n",
+       "   'carbohydrate': '64.7',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '0.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4.6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8902773627403'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Protein - Food strong',\n",
+       "  'ingredients': ['Whey Protein Concentrate',\n",
+       "   'Whey Protein Isolate',\n",
+       "   'Cocoa Powder (if chocolate flavour)',\n",
+       "   'Natural & Artificial Flavours',\n",
+       "   'Sweetener (Sucralose)',\n",
+       "   'Vitamins',\n",
+       "   'Minerals'],\n",
+       "  'allergy_info': ['Dairy', 'Soya'],\n",
+       "  'nutrition': {'energy': '381',\n",
+       "   'protein': '72.121',\n",
+       "   'carbohydrate': '15.455',\n",
+       "   'total_fat': '3.333',\n",
+       "   'total_sugars': '10.606',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.727',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8904176436064'},\n",
+       " {'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'Nissin',\n",
+       "  'ingredients': ['Noodles (Wheat Flour, Vegetable Oil, Salt, Tapioca Starch)',\n",
+       "   'Seasoning Powder (Salt, Sugar, Spices, Flavour Enhancers (E621, E627, E631), Yeast Extract, Hydrolyzed Vegetable Protein (Soya))',\n",
+       "   'Seasoning Oil (Vegetable Oil, Spices)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '363',\n",
+       "   'protein': '9',\n",
+       "   'carbohydrate': '66',\n",
+       "   'total_fat': '17',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8902249824961'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Oreo Original chocolate sandwich biscuits -',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil (Palm)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Fructose Syrup',\n",
+       "   'Corn Starch',\n",
+       "   'Leavening Agents (Sodium Bicarbonate, Ammonium Bicarbonate)',\n",
+       "   'Salt',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavour (Vanillin)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '480',\n",
+       "   'protein': '5.5',\n",
+       "   'carbohydrate': '70.3',\n",
+       "   'total_fat': '19.7',\n",
+       "   'total_sugars': '37.8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9.8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904562902272'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Oreo Original chocolate sandwich biscuits - 46.3',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil (Palm)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Fructose Syrup',\n",
+       "   'Corn Starch',\n",
+       "   'Leavening Agents (Sodium Bicarbonate, Ammonium Bicarbonate)',\n",
+       "   'Salt',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavour (Vanillin)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '483',\n",
+       "   'protein': '5.2',\n",
+       "   'carbohydrate': '71.9',\n",
+       "   'total_fat': '19.6',\n",
+       "   'total_sugars': '38.8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9.7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8909584783380'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'Whole truth protein bar',\n",
+       "  'ingredients': ['Nuts (Almonds, Cashews)',\n",
+       "   'Dates',\n",
+       "   'Protein Blend (Whey Protein Isolate/Concentrate)',\n",
+       "   'Seeds (Pumpkin, Sunflower)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Natural Flavours'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts', 'Soya'],\n",
+       "  'nutrition': {'energy': '498',\n",
+       "   'protein': '23.846',\n",
+       "   'carbohydrate': '36.538',\n",
+       "   'total_fat': '28.462',\n",
+       "   'total_sugars': '28.462',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.692',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8901658273971'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Imitation Snow crab',\n",
+       "  'ingredients': ['Surimi (Fish Protein)',\n",
+       "   'Water',\n",
+       "   'Wheat Starch',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Sorbitol',\n",
+       "   'Crab Extract',\n",
+       "   'Crab Flavour',\n",
+       "   'Egg White',\n",
+       "   'Soy Protein',\n",
+       "   'Color (Carmine, Paprika Oleoresin)'],\n",
+       "  'allergy_info': ['Egg', 'Gluten', 'Soya', 'Fish and Shellfish'],\n",
+       "  'nutrition': {'energy': '104',\n",
+       "   'protein': '9.88',\n",
+       "   'carbohydrate': '11.39',\n",
+       "   'total_fat': '2.18',\n",
+       "   'total_sugars': '3.95',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.58',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8908715055778'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Organic Mojito',\n",
+       "  'ingredients': ['Carbonated Water',\n",
+       "   'Organic Cane Sugar',\n",
+       "   'Organic Lime Juice Concentrate',\n",
+       "   'Natural Flavours (Mint, Lime)',\n",
+       "   'Citric Acid'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '56',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '14',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '13.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907691990561'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Banana chips Peri-Peri - Ol’tymes',\n",
+       "  'ingredients': ['Raw Bananas',\n",
+       "   'Vegetable Oil (Coconut Oil/Palm Oil)',\n",
+       "   'Salt',\n",
+       "   'Peri-Peri Seasoning (Spices, Salt, Sugar, Acidity Regulator, Flavour Enhancer)'],\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'nutrition': {'energy': '144',\n",
+       "   'protein': '0.7',\n",
+       "   'carbohydrate': '15.3',\n",
+       "   'total_fat': '8.9',\n",
+       "   'total_sugars': '5.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8904924733971'},\n",
+       " {'item_category': 'BREAD',\n",
+       "  'item_name': 'Naan Nature - Haldiram’s',\n",
+       "  'ingredients': ['Refined Wheat Flour (Maida)',\n",
+       "   'Water',\n",
+       "   'Yogurt',\n",
+       "   'Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Yeast/Leavening Agent',\n",
+       "   'Vegetable Oil'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '247',\n",
+       "   'protein': '6.6',\n",
+       "   'carbohydrate': '46.1',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '2.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8902585096701'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'CHOCOS - 10',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Corn Flour',\n",
+       "   'Cocoa Solids',\n",
+       "   'Vegetable Oil',\n",
+       "   'Milk Solids',\n",
+       "   'Iodized Salt',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Antioxidant (INS 320)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Others'],\n",
+       "  'nutrition': {'energy': '2',\n",
+       "   'protein': '17',\n",
+       "   'carbohydrate': '2',\n",
+       "   'total_fat': '3.9',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8900789751648'},\n",
+       " {'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'Choco - Delhaize',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Hazelnuts',\n",
+       "   'Vegetable Oils (Sunflower, Palm)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Skimmed Milk Powder',\n",
+       "   'Lactose',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Flavouring (Vanillin)'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts', 'Soya'],\n",
+       "  'nutrition': {'energy': '2236',\n",
+       "   'protein': '5.7',\n",
+       "   'carbohydrate': '57',\n",
+       "   'total_fat': '31',\n",
+       "   'total_sugars': '55',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8906526045148'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Tops Mango Pickle - 1',\n",
+       "  'ingredients': ['Mango Pieces',\n",
+       "   'Salt',\n",
+       "   'Mustard Oil',\n",
+       "   'Spices (Mustard Seeds, Fenugreek Seeds, Turmeric, Red Chilli Powder, Asafoetida)',\n",
+       "   'Acidity Regulator (Acetic Acid)'],\n",
+       "  'allergy_info': ['Mustard'],\n",
+       "  'nutrition': {'energy': '122',\n",
+       "   'protein': '1.4',\n",
+       "   'carbohydrate': '20',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.47',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904714807615'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Nestle Resource High Protein - 1',\n",
+       "  'ingredients': ['Whey Protein Concentrate',\n",
+       "   'Skimmed Milk Powder',\n",
+       "   'Maltodextrin',\n",
+       "   'Inulin',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Natural Flavors'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '372',\n",
+       "   'protein': '45',\n",
+       "   'carbohydrate': '41.7',\n",
+       "   'total_fat': '2.8',\n",
+       "   'total_sugars': '0.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8908326292364'},\n",
+       " {'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'Women Horlicks - Horlics - 400',\n",
+       "  'ingredients': ['Cereal Extract (Barley, Wheat)',\n",
+       "   'Milk Solids',\n",
+       "   'Maltodextrin',\n",
+       "   'Corn Solids',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Salt',\n",
+       "   'Natural Flavourings'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '359',\n",
+       "   'protein': '15',\n",
+       "   'carbohydrate': '68.2',\n",
+       "   'total_fat': '3',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8905848983299'},\n",
+       " {'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'Cabruary Bourn Vita - 1',\n",
+       "  'ingredients': ['Cereal Extract (Barley, Wheat)',\n",
+       "   'Sugar',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Solids',\n",
+       "   'Caramel Colour (E150c)',\n",
+       "   'Liquid Glucose',\n",
+       "   'Emulsifiers (Soy Lecithin)',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Raising Agent (E500ii)',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '393',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '85.2',\n",
+       "   'total_fat': '1.8',\n",
+       "   'total_sugars': '32',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8902199943576'},\n",
+       " {'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'Women Horlicks - Horlics - 400',\n",
+       "  'ingredients': ['Cereal Extract (Barley, Wheat)',\n",
+       "   'Milk Solids',\n",
+       "   'Maltodextrin',\n",
+       "   'Corn Solids',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Salt',\n",
+       "   'Natural Flavourings'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '359',\n",
+       "   'protein': '15',\n",
+       "   'carbohydrate': '68.2',\n",
+       "   'total_fat': '3',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8903528476208'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Oat Granola - Express FOODS',\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Sugar/Honey/Maple Syrup',\n",
+       "   'Vegetable Oil',\n",
+       "   'Nuts (Almonds, Cashews)',\n",
+       "   'Seeds (Pumpkin, Sunflower)',\n",
+       "   'Dried Fruits (Raisins, Cranberries)',\n",
+       "   'Salt',\n",
+       "   'Natural Flavours'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '476',\n",
+       "   'protein': '8.5',\n",
+       "   'carbohydrate': '67',\n",
+       "   'total_fat': '19.1',\n",
+       "   'total_sugars': '12.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8907149711069'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Greek yogurt smoothie',\n",
+       "  'ingredients': ['Greek Yogurt (Milk, Cultures)',\n",
+       "   'Fruit Puree (e.g., Strawberry, Mango)',\n",
+       "   'Water',\n",
+       "   'Sugar/Sweetener',\n",
+       "   'Stabilizers',\n",
+       "   'Natural Flavours'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '75',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '12.2',\n",
+       "   'total_fat': '1.5',\n",
+       "   'total_sugars': '12.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8900709512755'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Srikhand',\n",
+       "  'ingredients': ['Strained Yogurt (Chakka)',\n",
+       "   'Sugar',\n",
+       "   'Cardamom Powder',\n",
+       "   'Saffron',\n",
+       "   'Nuts (Pistachios, Almonds - optional)'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '234',\n",
+       "   'protein': '5.3',\n",
+       "   'carbohydrate': '42',\n",
+       "   'total_fat': '5',\n",
+       "   'total_sugars': '41',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8906936564406'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Kinder CereAlé - Kinder',\n",
+       "  'ingredients': ['Cereals (Wheat Flour, Rice Flour, Oat Flour, Spelt Flour, Buckwheat Flour)',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Fats (Palm, Shea)',\n",
+       "   'Skimmed Milk Powder',\n",
+       "   'Hazelnuts',\n",
+       "   'Low-Fat Cocoa',\n",
+       "   'Wheat Starch',\n",
+       "   'Emulsifier (Lecithins (Soy))',\n",
+       "   'Whey Powder',\n",
+       "   'Raising Agents (Sodium Bicarbonate, Ammonium Bicarbonate)',\n",
+       "   'Salt',\n",
+       "   'Vanillin'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'nutrition': {'energy': '500',\n",
+       "   'protein': '6.6',\n",
+       "   'carbohydrate': '64.7',\n",
+       "   'total_fat': '23.1',\n",
+       "   'total_sugars': '27.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '13',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8903768056758'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Pickel',\n",
+       "  'ingredients': ['Vegetables/Fruits (Mango, Lime, Mixed Veg)',\n",
+       "   'Salt',\n",
+       "   'Mustard Oil/Vegetable Oil',\n",
+       "   'Spices (Mustard Seeds, Fenugreek Seeds, Turmeric, Chilli Powder, Asafoetida)',\n",
+       "   'Vinegar/Acidity Regulator'],\n",
+       "  'allergy_info': ['Mustard'],\n",
+       "  'nutrition': {'energy': '200',\n",
+       "   'protein': '3.39',\n",
+       "   'carbohydrate': '21.3',\n",
+       "   'total_fat': '11.3',\n",
+       "   'total_sugars': '3.26',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.19',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8900964021252'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Oil - 1',\n",
+       "  'ingredients': ['Refined Vegetable Oil (Soybean/Sunflower/Palm/Groundnut)'],\n",
+       "  'allergy_info': ['Soya'],\n",
+       "  'nutrition': {'energy': '0',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0.1',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8903495246484'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Apple juice',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Apple Juice Concentrate',\n",
+       "   'Sugar (if added)',\n",
+       "   'Acidity Regulator (Citric Acid)',\n",
+       "   'Preservatives',\n",
+       "   'Natural Flavours'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '54',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '12',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8908565686320'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'chyawanprabha - patanjali - 750',\n",
+       "  'ingredients': ['Amla (Indian Gooseberry)',\n",
+       "   'Sugar/Jaggery',\n",
+       "   'Honey',\n",
+       "   'Ghee',\n",
+       "   'Herbal Extracts (Ashwagandha, Shatavari, Cardamom, Cinnamon, Long Pepper, etc.)',\n",
+       "   'Sesame Oil',\n",
+       "   'Bamboo Manna',\n",
+       "   'Saffron'],\n",
+       "  'allergy_info': ['Dairy', 'Sesame'],\n",
+       "  'nutrition': {'energy': '35',\n",
+       "   'protein': '0.11',\n",
+       "   'carbohydrate': '7.8',\n",
+       "   'total_fat': '0.4',\n",
+       "   'total_sugars': '3.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.28',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8902253055689'},\n",
+       " {'item_category': 'DAIRY',\n",
+       "  'item_name': 'Dana Whole Milk',\n",
+       "  'ingredients': ['Whole Milk', 'Vitamin D3'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '64',\n",
+       "   'protein': '3.2',\n",
+       "   'carbohydrate': '4.8',\n",
+       "   'total_fat': '3.6',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8903013350976'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Toasted miller muesli',\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Millet Flakes (Ragi, Bajra, Jowar)',\n",
+       "   'Nuts (Almonds, Cashews)',\n",
+       "   'Seeds (Pumpkin, Sunflower, Chia)',\n",
+       "   'Honey/Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Coconut Flakes',\n",
+       "   'Raisins',\n",
+       "   'Spices (Cinnamon)'],\n",
+       "  'allergy_info': ['Gluten', 'Others', 'Nuts'],\n",
+       "  'nutrition': {'energy': '474',\n",
+       "   'protein': '9.78',\n",
+       "   'carbohydrate': '63.3',\n",
+       "   'total_fat': '23.82',\n",
+       "   'total_sugars': '20.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '18.36',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8908743549140'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': \"Organic Spicy Avocado Hummus - Trader Joe's\",\n",
+       "  'ingredients': ['Organic Cooked Chickpeas',\n",
+       "   'Organic Avocado',\n",
+       "   'Organic Tahini (Sesame Seeds)',\n",
+       "   'Organic Lemon Juice',\n",
+       "   'Organic Jalapeno Peppers',\n",
+       "   'Organic Garlic',\n",
+       "   'Organic Spices',\n",
+       "   'Sea Salt',\n",
+       "   'Organic Cilantro'],\n",
+       "  'allergy_info': ['Sesame'],\n",
+       "  'nutrition': {'energy': '8',\n",
+       "   'protein': '2',\n",
+       "   'carbohydrate': '0.1',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8909341258779'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Chat Masala (Mix spices powder)',\n",
+       "  'ingredients': ['Amchoor (Dry Mango Powder)',\n",
+       "   'Cumin',\n",
+       "   'Coriander',\n",
+       "   'Black Salt (Kala Namak)',\n",
+       "   'Salt',\n",
+       "   'Black Pepper',\n",
+       "   'Asafoetida',\n",
+       "   'Mint Powder',\n",
+       "   'Ginger Powder',\n",
+       "   'Chilli Powder'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '173',\n",
+       "   'protein': '14',\n",
+       "   'carbohydrate': '17.5',\n",
+       "   'total_fat': '5.3',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8909563915597'},\n",
+       " {'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'Dark chocolate peanut butter',\n",
+       "  'ingredients': ['Roasted Peanuts',\n",
+       "   'Dark Chocolate (Sugar, Cocoa Solids, Cocoa Butter, Emulsifier (Soy Lecithin))',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Vegetable Oil (Optional)'],\n",
+       "  'allergy_info': ['Nuts', 'Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '565',\n",
+       "   'protein': '26.66',\n",
+       "   'carbohydrate': '31.34',\n",
+       "   'total_fat': '38.8',\n",
+       "   'total_sugars': '17.4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '13.24',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8905569276007'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': \"Namkeen - Haldiram's - 20\",\n",
+       "  'ingredients': ['Gram Flour (Besan)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Lentils (Moong Dal, Masoor Dal)',\n",
+       "   'Peanuts',\n",
+       "   'Rice Flakes (Poha)',\n",
+       "   'Spices (Chilli, Turmeric, Cumin, Coriander, Garam Masala)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Curry Leaves',\n",
+       "   'Mustard Seeds',\n",
+       "   'Asafoetida',\n",
+       "   'Citric Acid'],\n",
+       "  'allergy_info': ['Nuts', 'Others', 'Mustard'],\n",
+       "  'nutrition': {'energy': '528',\n",
+       "   'protein': '11.2',\n",
+       "   'carbohydrate': '57.8',\n",
+       "   'total_fat': '28.1',\n",
+       "   'total_sugars': '10.8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8.6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8905067022656'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'Nuts Mix',\n",
+       "  'ingredients': ['Almonds', 'Vegetable Oil', 'Salt'],\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrition': {'energy': '758',\n",
+       "   'protein': '17.2',\n",
+       "   'carbohydrate': '8.97',\n",
+       "   'total_fat': '71.7',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '16.6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8903245072769'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Nan Khatai',\n",
+       "  'ingredients': ['Refined Wheat Flour (Maida)',\n",
+       "   'Sugar',\n",
+       "   'Ghee/Vegetable Shortening',\n",
+       "   'Semolina (Suji)',\n",
+       "   'Gram Flour (Besan)',\n",
+       "   'Cardamom Powder',\n",
+       "   'Baking Powder',\n",
+       "   'Nuts (Pistachios, Almonds - for garnish)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '89',\n",
+       "   'protein': '1',\n",
+       "   'carbohydrate': '11',\n",
+       "   'total_fat': '4.5',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907320590483'},\n",
+       " {'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'Yippee - 420',\n",
+       "  'ingredients': ['Noodles (Wheat Flour, Vegetable Oil, Salt, Stabilizers)',\n",
+       "   'Masala Mix (Spices and Condiments, Salt, Sugar, Dehydrated Vegetables, Hydrolyzed Vegetable Protein (Soya), Flavour Enhancers, Acidity Regulator)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '468',\n",
+       "   'protein': '9',\n",
+       "   'carbohydrate': '62.6',\n",
+       "   'total_fat': '20.1',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10.7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8903011642936'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'Blueberries',\n",
+       "  'ingredients': ['Dried Blueberries',\n",
+       "   'Sugar (often added)',\n",
+       "   'Sunflower Oil (sometimes added as anti-clumping agent)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '347',\n",
+       "   'protein': '2.333',\n",
+       "   'carbohydrate': '82.667',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '43.333',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8902539477914'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Yop!',\n",
+       "  'ingredients': ['Milk',\n",
+       "   'Sugar',\n",
+       "   'Fruit Puree/Concentrate',\n",
+       "   'Modified Corn Starch',\n",
+       "   'Milk Protein Concentrate',\n",
+       "   'Bacterial Cultures',\n",
+       "   'Natural Flavour',\n",
+       "   'Vitamin D3'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '79',\n",
+       "   'protein': '2.8',\n",
+       "   'carbohydrate': '12.4',\n",
+       "   'total_fat': '1.3',\n",
+       "   'total_sugars': '11',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8902152498921'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Marie GOLD - Britannia - 300',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Milk Solids',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Emulsifiers',\n",
+       "   'Vitamins',\n",
+       "   'Artificial Flavour (Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '10',\n",
+       "   'protein': '8',\n",
+       "   'carbohydrate': '77',\n",
+       "   'total_fat': '12',\n",
+       "   'total_sugars': '22',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8904169866229'},\n",
+       " {'item_category': 'PASTA',\n",
+       "  'item_name': 'Raviolis aux tomates confites et romarain - Saint-Jean',\n",
+       "  'ingredients': ['Pasta Dough (Durum Wheat Semolina, Eggs, Water)',\n",
+       "   'Filling (Ricotta Cheese, Sun-Dried Tomatoes, Breadcrumbs, Parmesan Cheese, Rosemary, Salt, Pepper, Vegetable Oil)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Egg'],\n",
+       "  'nutrition': {'energy': '272',\n",
+       "   'protein': '9.8',\n",
+       "   'carbohydrate': '41',\n",
+       "   'total_fat': '7.1',\n",
+       "   'total_sugars': '3.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8903355816093'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'veggiee fingers - McCain - 175',\n",
+       "  'ingredients': ['Vegetables (Potatoes, Carrots, Peas)',\n",
+       "   'Breadcrumbs (Wheat Flour, Salt, Yeast)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Corn Flour',\n",
+       "   'Spices',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '181',\n",
+       "   'protein': '3.06',\n",
+       "   'carbohydrate': '24.6',\n",
+       "   'total_fat': '7.01',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.27',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8900080158900'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'mamra almonds - K.B.B Nuts Pvt. Ltd. - 250',\n",
+       "  'ingredients': ['Mamra Almonds'],\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrition': {'energy': '575',\n",
+       "   'protein': '21.2',\n",
+       "   'carbohydrate': '21.7',\n",
+       "   'total_fat': '49.4',\n",
+       "   'total_sugars': '3.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 5.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 5.0,\n",
+       "  'barcode': '8901051493495'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'mom chinese fried rice - alimento agro - 87',\n",
+       "  'ingredients': ['Dehydrated Rice',\n",
+       "   'Dehydrated Vegetables (Carrot, Cabbage, Bell Pepper, Beans)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Soy Sauce Powder',\n",
+       "   'Spices (Ginger, Garlic)',\n",
+       "   'Flavour Enhancers',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': ['Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '387',\n",
+       "   'protein': '9.2',\n",
+       "   'carbohydrate': '57.5',\n",
+       "   'total_fat': '13.8',\n",
+       "   'total_sugars': '4.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8905797161342'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Tarmarind Sauce - nestle - 90',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Sugar',\n",
+       "   'Tamarind Pulp',\n",
+       "   'Salt',\n",
+       "   'Spices (Cumin, Ginger, Chilli)',\n",
+       "   'Modified Starch',\n",
+       "   'Acidity Regulator (Acetic Acid)',\n",
+       "   'Preservative (Sodium Benzoate)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '177',\n",
+       "   'protein': '0.6',\n",
+       "   'carbohydrate': '43.6',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '42.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8903696966631'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Black Bourbon',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil (Palm)',\n",
+       "   'Cocoa Solids',\n",
+       "   'Milk Solids',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavour (Chocolate)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '470',\n",
+       "   'protein': '5.2',\n",
+       "   'carbohydrate': '75.8',\n",
+       "   'total_fat': '16.2',\n",
+       "   'total_sugars': '42.8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904276689902'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Ginger garlic paste',\n",
+       "  'ingredients': ['Ginger',\n",
+       "   'Garlic',\n",
+       "   'Water',\n",
+       "   'Salt',\n",
+       "   'Acidity Regulator (Citric Acid)',\n",
+       "   'Preservative (Sodium Benzoate)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '72',\n",
+       "   'protein': '2',\n",
+       "   'carbohydrate': '16',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8904799934213'},\n",
+       " {'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'Raspberry preserve',\n",
+       "  'ingredients': ['Raspberries', 'Sugar', 'Pectin', 'Citric Acid'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '259',\n",
+       "   'protein': '0.7',\n",
+       "   'carbohydrate': '65',\n",
+       "   'total_fat': '0.1',\n",
+       "   'total_sugars': '62',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8903739367654'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Dill tzatziki - 150',\n",
+       "  'ingredients': ['Yogurt (Milk, Cultures)',\n",
+       "   'Cucumber',\n",
+       "   'Garlic',\n",
+       "   'Dill',\n",
+       "   'Olive Oil',\n",
+       "   'Salt',\n",
+       "   'Lemon Juice/Vinegar'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '118',\n",
+       "   'protein': '8.9',\n",
+       "   'carbohydrate': '6.1',\n",
+       "   'total_fat': '6.4',\n",
+       "   'total_sugars': '2.62',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4.29',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8900821135436'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Tropicana Mixed Fruit Juice',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Mixed Fruit Juice Concentrate (Apple, Orange, Pineapple, Mango, Banana)',\n",
+       "   'Sugar',\n",
+       "   'Acidity Regulator (Citric Acid)',\n",
+       "   'Stabilizer',\n",
+       "   'Preservatives',\n",
+       "   'Natural Flavours'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '59',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '74',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '70',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8903307759805'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Dark Fantasy',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Chocolate Filling (Sugar, Vegetable Oil, Cocoa Solids, Milk Solids, Emulsifier (Soy Lecithin))',\n",
+       "   'Cocoa Solids',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavours (Chocolate, Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '52',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '80',\n",
+       "   'total_fat': '12',\n",
+       "   'total_sugars': '79',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8903047631256'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Fresca Lime',\n",
+       "  'ingredients': ['Carbonated Water',\n",
+       "   'Sugar/Sweeteners',\n",
+       "   'Lime Juice Concentrate',\n",
+       "   'Citric Acid',\n",
+       "   'Natural Flavours',\n",
+       "   'Preservatives (Sodium Benzoate)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '66',\n",
+       "   'protein': '0.52',\n",
+       "   'carbohydrate': '15.8',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8904011980202'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': \"Takatak Baked Chilli Cheese - Haldiram's\",\n",
+       "  'ingredients': ['Rice Meal',\n",
+       "   'Corn Meal',\n",
+       "   'Gram Meal',\n",
+       "   'Vegetable Oil',\n",
+       "   'Seasoning (Cheese Powder, Chilli Powder, Salt, Sugar, Onion Powder, Garlic Powder, Spices)',\n",
+       "   'Milk Solids',\n",
+       "   'Acidity Regulator',\n",
+       "   'Flavour Enhancers'],\n",
+       "  'allergy_info': ['Dairy', 'Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '469',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '71',\n",
+       "   'total_fat': '17.5',\n",
+       "   'total_sugars': '3.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907835927286'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Britannia Treat',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Cream Filling (Sugar, Vegetable Oil, Milk Solids, Emulsifier (Soy Lecithin), Artificial Flavour)',\n",
+       "   'Milk Solids',\n",
+       "   'Corn Starch',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavours'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '492',\n",
+       "   'protein': '5',\n",
+       "   'carbohydrate': '73',\n",
+       "   'total_fat': '20',\n",
+       "   'total_sugars': '36.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '12',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8906080878015'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'Nutriplato Roasted 5 Seeds Blend - 300',\n",
+       "  'ingredients': ['Roasted Pumpkin Seeds',\n",
+       "   'Roasted Sunflower Seeds',\n",
+       "   'Roasted Flax Seeds',\n",
+       "   'Roasted Chia Seeds',\n",
+       "   'Roasted Watermelon Seeds',\n",
+       "   'Salt (Optional)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '149',\n",
+       "   'protein': '0.57',\n",
+       "   'carbohydrate': '2.94',\n",
+       "   'total_fat': '10.77',\n",
+       "   'total_sugars': '5.85',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.98',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 5.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8903035019264'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Gummy Vites',\n",
+       "  'ingredients': ['Glucose Syrup',\n",
+       "   'Sugar',\n",
+       "   'Water',\n",
+       "   'Gelatin',\n",
+       "   'Citric Acid',\n",
+       "   'Natural Flavors',\n",
+       "   'Colors (Fruit and Vegetable Juice)',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Coconut Oil',\n",
+       "   'Carnauba Wax'],\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'nutrition': {'energy': '0',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8903523311306'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Weetabix - 450',\n",
+       "  'ingredients': ['Wholegrain Wheat',\n",
+       "   'Barley Malt Extract',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Niacin',\n",
+       "   'Iron',\n",
+       "   'Riboflavin (B2)',\n",
+       "   'Thiamin (B1)',\n",
+       "   'Folic Acid'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '358',\n",
+       "   'protein': '11.1',\n",
+       "   'carbohydrate': '66',\n",
+       "   'total_fat': '2.3',\n",
+       "   'total_sugars': '2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8900867446510'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Green chutney style - kurkure',\n",
+       "  'ingredients': ['Rice Meal',\n",
+       "   'Vegetable Oil',\n",
+       "   'Corn Meal',\n",
+       "   'Gram Meal',\n",
+       "   'Seasoning (Salt, Spices (Mint, Coriander, Chilli), Onion Powder, Garlic Powder, Sugar, Acidity Regulator (Citric Acid), Flavour Enhancers)'],\n",
+       "  'allergy_info': ['Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '556',\n",
+       "   'protein': '5.3',\n",
+       "   'carbohydrate': '56.3',\n",
+       "   'total_fat': '34.4',\n",
+       "   'total_sugars': '1.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '16',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8908273763863'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Spiced Okra Chips',\n",
+       "  'ingredients': [\"Okra (Lady's Finger)\",\n",
+       "   'Vegetable Oil',\n",
+       "   'Rice Flour/Gram Flour',\n",
+       "   'Spices (Chilli Powder, Turmeric, Chaat Masala)',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '585',\n",
+       "   'protein': '7.41',\n",
+       "   'carbohydrate': '36.25',\n",
+       "   'total_fat': '9.6',\n",
+       "   'total_sugars': '6.12',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.55',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8907918588526'},\n",
+       " {'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'Organic peanut butter - 350',\n",
+       "  'ingredients': ['Organic Roasted Peanuts', 'Organic Salt (Optional)'],\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrition': {'energy': '639',\n",
+       "   'protein': '30',\n",
+       "   'carbohydrate': '18',\n",
+       "   'total_fat': '49',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8903444109365'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Butter Bite',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Butter',\n",
+       "   'Milk Solids',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Emulsifiers',\n",
+       "   'Artificial Flavour (Butter)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '150',\n",
+       "   'protein': '2',\n",
+       "   'carbohydrate': '20',\n",
+       "   'total_fat': '7',\n",
+       "   'total_sugars': '5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8900313104384'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Mango',\n",
+       "  'ingredients': ['Mango Pulp/Concentrate',\n",
+       "   'Water',\n",
+       "   'Sugar (if added)',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '51',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '10.07',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '10.07',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8906281997058'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Bourbon',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil (Palm)',\n",
+       "   'Cocoa Solids',\n",
+       "   'Milk Solids',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavour (Chocolate)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '475',\n",
+       "   'protein': '6',\n",
+       "   'carbohydrate': '17.1',\n",
+       "   'total_fat': '74.3',\n",
+       "   'total_sugars': '9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '34',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8907420146689'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Veggie stix',\n",
+       "  'ingredients': ['Potato Starch',\n",
+       "   'Potato Flour',\n",
+       "   'Corn Starch',\n",
+       "   'Vegetable Oil',\n",
+       "   'Vegetable Powders (Spinach, Tomato, Beetroot)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Spices'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '470',\n",
+       "   'protein': '6.6',\n",
+       "   'carbohydrate': '71',\n",
+       "   'total_fat': '17.9',\n",
+       "   'total_sugars': '2.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8901459017033'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Shubham - Nandini',\n",
+       "  'ingredients': ['Milk', 'Sugar', 'Cardamom/Saffron Flavour', 'Stabilizers'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '74',\n",
+       "   'protein': '3.3',\n",
+       "   'carbohydrate': '4.8',\n",
+       "   'total_fat': '4.6',\n",
+       "   'total_sugars': '4.8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8908569453430'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Complete pancake mix',\n",
+       "  'ingredients': ['Enriched Bleached Flour (Wheat Flour, Niacin, Iron, Thiamin Mononitrate, Riboflavin, Folic Acid)',\n",
+       "   'Sugar',\n",
+       "   'Leavening (Baking Soda, Sodium Aluminum Phosphate, Monocalcium Phosphate)',\n",
+       "   'Dextrose',\n",
+       "   'Salt',\n",
+       "   'Soy Flour',\n",
+       "   'Soybean Oil'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '364',\n",
+       "   'protein': '7.7',\n",
+       "   'carbohydrate': '69.8',\n",
+       "   'total_fat': '5.5',\n",
+       "   'total_sugars': '12.7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904087003539'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Bar One - Nestlé',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Liquid Glucose',\n",
+       "   'Milk Solids',\n",
+       "   'Vegetable Fat (Palm)',\n",
+       "   'Cocoa Solids',\n",
+       "   'Invert Sugar',\n",
+       "   'Humectant (Glycerol)',\n",
+       "   'Emulsifiers (Soy Lecithin)',\n",
+       "   'Salt',\n",
+       "   'Artificial Flavour (Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Soya'],\n",
+       "  'nutrition': {'energy': '122',\n",
+       "   'protein': '1.3',\n",
+       "   'carbohydrate': '14.5',\n",
+       "   'total_fat': '4.3',\n",
+       "   'total_sugars': '10.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8908802286764'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': \"Les Fabuleuses / Boulette d'énergie Pomme-Cannelle\",\n",
+       "  'ingredients': ['Dates',\n",
+       "   'Dried Apples',\n",
+       "   'Oats',\n",
+       "   'Cashews',\n",
+       "   'Coconut',\n",
+       "   'Cinnamon'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts', 'Others'],\n",
+       "  'nutrition': {'energy': '284',\n",
+       "   'protein': '4.9',\n",
+       "   'carbohydrate': '48.4',\n",
+       "   'total_fat': '8.6',\n",
+       "   'total_sugars': '38.7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8902346684710'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': \"Boulette d'énergie cacao cacahuete\",\n",
+       "  'ingredients': ['Dates', 'Peanuts', 'Oats', 'Cocoa Powder', 'Coconut'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts', 'Others'],\n",
+       "  'nutrition': {'energy': '373',\n",
+       "   'protein': '9.9',\n",
+       "   'carbohydrate': '49.6',\n",
+       "   'total_fat': '15.1',\n",
+       "   'total_sugars': '37.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8907940921254'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': \"Boulette d'énergie Match-Coco\",\n",
+       "  'ingredients': ['Dates', 'Cashews', 'Coconut', 'Oats', 'Matcha Powder'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts', 'Others'],\n",
+       "  'nutrition': {'energy': '380',\n",
+       "   'protein': '6.4',\n",
+       "   'carbohydrate': '50.2',\n",
+       "   'total_fat': '17.5',\n",
+       "   'total_sugars': '39.2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '11.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8907860362861'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Organic Brown Sugar (Desi Khand) - 500',\n",
+       "  'ingredients': ['Organic Sugarcane Juice'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '180',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '36',\n",
+       "   'total_fat': '2.5',\n",
+       "   'total_sugars': '14',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8906508753894'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Moong dal',\n",
+       "  'ingredients': ['Split Moong Beans (Yellow Lentils)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Spices (Optional - Turmeric, Chilli)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '476',\n",
+       "   'protein': '23',\n",
+       "   'carbohydrate': '49',\n",
+       "   'total_fat': '20',\n",
+       "   'total_sugars': '2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8909242684325'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': \"Duke's\",\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Milk Solids',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Emulsifiers',\n",
+       "   'Artificial Flavours'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '0',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8909671901574'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Bakarwadi - chitale - 250',\n",
+       "  'ingredients': ['Refined Wheat Flour (Maida)',\n",
+       "   'Gram Flour (Besan)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Spices (Coconut, Sesame Seeds, Poppy Seeds, Chilli, Cumin, Coriander, Turmeric, Fennel Seeds)',\n",
+       "   'Tamarind Paste',\n",
+       "   'Ginger',\n",
+       "   'Garlic'],\n",
+       "  'allergy_info': ['Sesame', 'Gluten', 'Others'],\n",
+       "  'nutrition': {'energy': '543',\n",
+       "   'protein': '8.97',\n",
+       "   'carbohydrate': '46.85',\n",
+       "   'total_fat': '35.63',\n",
+       "   'total_sugars': '8.07',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8.74',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904738119244'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Moong Dal Burfi - Haldiram s',\n",
+       "  'ingredients': ['Moong Dal (Yellow Lentils)',\n",
+       "   'Sugar',\n",
+       "   'Ghee (Clarified Butter)',\n",
+       "   'Milk Solids (Khoya)',\n",
+       "   'Cardamom Powder',\n",
+       "   'Nuts (Almonds, Pistachios)'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '508',\n",
+       "   'protein': '8',\n",
+       "   'carbohydrate': '56',\n",
+       "   'total_fat': '28',\n",
+       "   'total_sugars': '36',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '20',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907475688790'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Maiyas Moong Dal - 35',\n",
+       "  'ingredients': ['Split Moong Beans (Yellow Lentils)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '476',\n",
+       "   'protein': '20.2',\n",
+       "   'carbohydrate': '56.4',\n",
+       "   'total_fat': '18.8',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8905459953513'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'nutri choice - Britannia - 75',\n",
+       "  'ingredients': ['Whole Wheat Flour (Atta)',\n",
+       "   'Wheat Flour',\n",
+       "   'Vegetable Oil',\n",
+       "   'Sugar',\n",
+       "   'Wheat Bran',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Milk Solids',\n",
+       "   'Oat Fibre',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Emulsifiers',\n",
+       "   'Malt Extract'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '68',\n",
+       "   'protein': '8',\n",
+       "   'carbohydrate': '68',\n",
+       "   'total_fat': '21',\n",
+       "   'total_sugars': '14.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8901586250822'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': \"Mom's Magic - Sunfeast - 100\",\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Butter',\n",
+       "   'Cashew Nuts',\n",
+       "   'Milk Solids',\n",
+       "   'Invert Syrup',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Emulsifiers',\n",
+       "   'Artificial Flavours (Butter, Milk, Nut)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'nutrition': {'energy': '499',\n",
+       "   'protein': '8.1',\n",
+       "   'carbohydrate': '65.1',\n",
+       "   'total_fat': '22.9',\n",
+       "   'total_sugars': '23.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '13.9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8908698599900'},\n",
+       " {'item_category': 'DAIRY',\n",
+       "  'item_name': 'Pasteurized Toned Milk - Namaste India - 230',\n",
+       "  'ingredients': ['Milk', 'Milk Solids', 'Vitamin A', 'Vitamin D'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '73',\n",
+       "   'protein': '3.52',\n",
+       "   'carbohydrate': '7.8',\n",
+       "   'total_fat': '3.1',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.23',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8902925530988'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'catch sprinklers Table Salt - 100',\n",
+       "  'ingredients': ['Iodized Salt', 'Anti-caking Agent (E551)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '0',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8906126145132'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Prostar 100% whey',\n",
+       "  'ingredients': ['Protein Blend (Whey Protein Isolate, Whey Protein Concentrate, Whey Peptides)',\n",
+       "   'Soy Lecithin',\n",
+       "   'Natural and Artificial Flavors',\n",
+       "   'Sweeteners (Acesulfame Potassium, Sucralose)'],\n",
+       "  'allergy_info': ['Dairy', 'Soya'],\n",
+       "  'nutrition': {'energy': '400',\n",
+       "   'protein': '83.333',\n",
+       "   'carbohydrate': '6.667',\n",
+       "   'total_fat': '3.333',\n",
+       "   'total_sugars': '3.333',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.667',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8900300677327'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'Nuts Mixed',\n",
+       "  'ingredients': ['Roasted Peanuts', 'Vegetable Oil', 'Salt'],\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrition': {'energy': '478',\n",
+       "   'protein': '25',\n",
+       "   'carbohydrate': '48.9',\n",
+       "   'total_fat': '21.2',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8907818525164'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Coated Wafer Layers - Perk',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Wheat Flour',\n",
+       "   'Vegetable Fat (Palm)',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Solids',\n",
+       "   'Emulsifiers (Soy Lecithin)',\n",
+       "   'Leavening Agent (Sodium Bicarbonate)',\n",
+       "   'Salt',\n",
+       "   'Artificial Flavour (Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '516',\n",
+       "   'protein': '3.3',\n",
+       "   'carbohydrate': '68',\n",
+       "   'total_fat': '25.7',\n",
+       "   'total_sugars': '46.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '23.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8909294975587'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Vanilla Muffin Small - Bliss Chocolates India Pvt. Ltd. - 2',\n",
+       "  'ingredients': ['Wheat Flour (Maida)',\n",
+       "   'Sugar',\n",
+       "   'Eggs',\n",
+       "   'Vegetable Oil',\n",
+       "   'Milk Solids',\n",
+       "   'Baking Powder',\n",
+       "   'Salt',\n",
+       "   'Vanilla Essence',\n",
+       "   'Preservatives'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Egg'],\n",
+       "  'nutrition': {'energy': '386',\n",
+       "   'protein': '5.6',\n",
+       "   'carbohydrate': '45.2',\n",
+       "   'total_fat': '20.2',\n",
+       "   'total_sugars': '26.37',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '13.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907949650810'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Goodrich - pizza topping - 200',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Vegetable Oil',\n",
+       "   'Milk Solids',\n",
+       "   'Cheese',\n",
+       "   'Modified Starch',\n",
+       "   'Salt',\n",
+       "   'Emulsifiers',\n",
+       "   'Stabilizers',\n",
+       "   'Acidity Regulators',\n",
+       "   'Preservatives',\n",
+       "   'Colour',\n",
+       "   'Flavour (Cheese)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '284',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '5',\n",
+       "   'total_fat': '24',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '19.7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8909258337260'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Fennel fusion - choko la - 40',\n",
+       "  'ingredients': ['Dark Chocolate (Cocoa Solids, Sugar, Cocoa Butter, Emulsifier (Soy Lecithin), Vanilla Flavour)',\n",
+       "   'Sugar Coated Fennel Seeds (Saunf)'],\n",
+       "  'allergy_info': ['Nuts', 'Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '580',\n",
+       "   'protein': '7.11',\n",
+       "   'carbohydrate': '51.39',\n",
+       "   'total_fat': '38.49',\n",
+       "   'total_sugars': '38.45',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '23.76',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8903921834636'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Nutri choise essentials - Britannia - 150',\n",
+       "  'ingredients': ['Whole Wheat Flour (Atta)',\n",
+       "   'Wheat Flour',\n",
+       "   'Vegetable Oil',\n",
+       "   'Sugar',\n",
+       "   'Wheat Bran',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Milk Solids',\n",
+       "   'Oat Fibre',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Emulsifiers',\n",
+       "   'Malt Extract'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '478',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '72',\n",
+       "   'total_fat': '18',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8.6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8901276460425'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'protinex mama - Danone - 250',\n",
+       "  'ingredients': ['Soy Protein Isolate',\n",
+       "   'Sugar',\n",
+       "   'Skimmed Milk Powder',\n",
+       "   'Maltodextrin',\n",
+       "   'Wheat Flour',\n",
+       "   'Corn Flour',\n",
+       "   'Soy Fiber',\n",
+       "   'Algal Oil (Source of DHA)',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Natural Flavours'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '360',\n",
+       "   'protein': '32',\n",
+       "   'carbohydrate': '57',\n",
+       "   'total_fat': '1.5',\n",
+       "   'total_sugars': '30.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8900173104357'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'nescafé cappuccino - nestle - 5',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Milk Solids',\n",
+       "   'Glucose Syrup',\n",
+       "   'Instant Coffee',\n",
+       "   'Vegetable Oil (Coconut/Palm Kernel)',\n",
+       "   'Salt',\n",
+       "   'Stabilizers',\n",
+       "   'Artificial Flavour (Coffee)'],\n",
+       "  'allergy_info': ['Dairy', 'Others'],\n",
+       "  'nutrition': {'energy': '432',\n",
+       "   'protein': '11.5',\n",
+       "   'carbohydrate': '71.2',\n",
+       "   'total_fat': '11.3',\n",
+       "   'total_sugars': '64.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8900956595754'},\n",
+       " {'item_category': 'BREAD',\n",
+       "  'item_name': 'Modern Sandwich Supreme - Modern Foods - 600',\n",
+       "  'ingredients': ['Refined Wheat Flour (Maida)',\n",
+       "   'Water',\n",
+       "   'Sugar',\n",
+       "   'Yeast',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Milk Solids',\n",
+       "   'Preservatives (E282)',\n",
+       "   'Emulsifiers (E481, E471)',\n",
+       "   'Acidity Regulator (E260)',\n",
+       "   'Flour Treatment Agent (E1100)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '254',\n",
+       "   'protein': '7.9',\n",
+       "   'carbohydrate': '51',\n",
+       "   'total_fat': '2.1',\n",
+       "   'total_sugars': '6.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.37',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907437604349'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'OMG! Oh My Ganna Ginger Groove - Nutricane - 250',\n",
+       "  'ingredients': ['Sugarcane Juice',\n",
+       "   'Ginger Juice',\n",
+       "   'Lemon Juice',\n",
+       "   'Preservatives'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '48',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '9.14',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '9.14',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8909667026465'},\n",
+       " {'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'Crunchy Nutty Peanut Butter - United Foods - 12',\n",
+       "  'ingredients': ['Roasted Peanuts',\n",
+       "   'Sugar',\n",
+       "   'Hydrogenated Vegetable Oil (Rapeseed, Cottonseed, Soybean)',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Nuts', 'Soya'],\n",
+       "  'nutrition': {'energy': '651',\n",
+       "   'protein': '9.46',\n",
+       "   'carbohydrate': '31.9',\n",
+       "   'total_fat': '53.45',\n",
+       "   'total_sugars': '10.02',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '11.47',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8900207694410'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Jeera Special - BTW - 400',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Vegetable Oil',\n",
+       "   'Cumin Seeds (Jeera)',\n",
+       "   'Salt',\n",
+       "   'Spices'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '494',\n",
+       "   'protein': '7.8',\n",
+       "   'carbohydrate': '0.1',\n",
+       "   'total_fat': '28.08',\n",
+       "   'total_sugars': '0.79',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '13.47',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8903291082972'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Jus de mangue - Paper boat - 180',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Mango Pulp',\n",
+       "   'Sugar',\n",
+       "   'Acidity Regulator (Citric Acid)',\n",
+       "   'Stabilizers',\n",
+       "   'Preservatives',\n",
+       "   'Natural Flavour (Mango)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '62',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '15.5',\n",
+       "   'total_fat': '0.1',\n",
+       "   'total_sugars': '12.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8909477981091'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Chikki - paper boat - 31',\n",
+       "  'ingredients': ['Peanuts',\n",
+       "   'Jaggery',\n",
+       "   'Sugar',\n",
+       "   'Liquid Glucose',\n",
+       "   'Ghee (Optional)'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '497',\n",
+       "   'protein': '13.9',\n",
+       "   'carbohydrate': '56.5',\n",
+       "   'total_fat': '24',\n",
+       "   'total_sugars': '34',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.41',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8902482590821'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Bitterly Osmania Biscuits - Karachi Bakery - 300',\n",
+       "  'ingredients': ['Refined Wheat Flour (Maida)',\n",
+       "   'Butter',\n",
+       "   'Sugar',\n",
+       "   'Milk Solids',\n",
+       "   'Salt',\n",
+       "   'Cardamom',\n",
+       "   'Leavening Agent'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '546',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '58',\n",
+       "   'total_fat': '32',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '16',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907017585655'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Snakker - Priyagold - 24',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Vegetable Fat',\n",
+       "   'Wheat Flour',\n",
+       "   'Peanuts',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Solids',\n",
+       "   'Liquid Glucose',\n",
+       "   'Emulsifiers (Soy Lecithin)',\n",
+       "   'Salt',\n",
+       "   'Leavening Agent',\n",
+       "   'Artificial Flavours (Caramel, Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'nutrition': {'energy': '480',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '1',\n",
+       "   'total_fat': '21.9',\n",
+       "   'total_sugars': '0.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '< 20',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8901255496827'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Idly & Dosa Batter - iD - 1',\n",
+       "  'ingredients': ['Rice',\n",
+       "   'Urad Dal (Black Gram)',\n",
+       "   'Water',\n",
+       "   'Fenugreek Seeds',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '143',\n",
+       "   'protein': '5.5',\n",
+       "   'carbohydrate': '26.3',\n",
+       "   'total_fat': '1.6',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.68',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8905787286208'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Plain salted potato chips - Yellow diamond - 35',\n",
+       "  'ingredients': ['Potato', 'Vegetable Oil (Palm Oil)', 'Salt'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '548',\n",
+       "   'protein': '8.46',\n",
+       "   'carbohydrate': '52.4',\n",
+       "   'total_fat': '33.94',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '15.56',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8909765449661'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Khakhra -',\n",
+       "  'ingredients': ['Whole Wheat Flour',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Turmeric Powder',\n",
+       "   'Spices (Optional - Chilli, Cumin, Fenugreek Leaves)'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '489',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '65',\n",
+       "   'total_fat': '21',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8903544763849'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Haldirams Bhujia - 1',\n",
+       "  'ingredients': ['Moth Bean Flour',\n",
+       "   'Gram Flour (Besan)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Spices (Chilli, Ginger, Black Pepper, Cardamom, Clove)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '580',\n",
+       "   'protein': '13.9',\n",
+       "   'carbohydrate': '39.5',\n",
+       "   'total_fat': '40.8',\n",
+       "   'total_sugars': '3.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8902059167258'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Halirams Bhujiya sev - haldirams - 1',\n",
+       "  'ingredients': ['Gram Flour (Besan)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Spices (Turmeric, Ajwain)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '592',\n",
+       "   'protein': '12.93',\n",
+       "   'carbohydrate': '37.14',\n",
+       "   'total_fat': '43.5',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '11.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8903327549660'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Yummy Elaichi Flavoured Sandwich - Anmol - 100',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Cream Filling (Sugar, Vegetable Oil, Milk Solids, Cardamom Flavour, Emulsifier (Soy Lecithin))',\n",
+       "   'Milk Solids',\n",
+       "   'Corn Starch',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavour (Cardamom, Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '484',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '6.05',\n",
+       "   'total_fat': '17.98',\n",
+       "   'total_sugars': '2.59',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9.34',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904561102604'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Yummy Orange Flavoured Sandwich - Anmol - 100',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Cream Filling (Sugar, Vegetable Oil, Milk Solids, Orange Flavour, Colour (E110), Emulsifier (Soy Lecithin))',\n",
+       "   'Milk Solids',\n",
+       "   'Corn Starch',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavour (Orange, Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '480',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '7.46',\n",
+       "   'total_fat': '17.63',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10.17',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8904733082536'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Cheeselings - Classic - Parle - 150',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Vegetable Oil',\n",
+       "   'Sugar',\n",
+       "   'Cheese Powder',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Milk Solids',\n",
+       "   'Yeast',\n",
+       "   'Emulsifiers',\n",
+       "   'Acidity Regulator',\n",
+       "   'Flavour Enhancer'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '117',\n",
+       "   'protein': '8.2',\n",
+       "   'carbohydrate': '69',\n",
+       "   'total_fat': '20',\n",
+       "   'total_sugars': '3.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8901253955012'},\n",
+       " {'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'Manchow Instant Noodles - Capital Foods - 60',\n",
+       "  'ingredients': ['Noodles (Wheat Flour, Vegetable Oil, Salt)',\n",
+       "   'Seasoning Mix (Salt, Sugar, Spices (Ginger, Garlic, Chilli), Dehydrated Vegetables (Carrot, Cabbage), Soy Sauce Powder, Flavour Enhancers, Acidity Regulator)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '255',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '10.3',\n",
+       "   'total_sugars': '33.2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8908335037468'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Del Monte Tomato Ketchup - 1',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Tomato Paste',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Acidity Regulator (Acetic Acid)',\n",
+       "   'Stabilizers',\n",
+       "   'Onion Powder',\n",
+       "   'Garlic Powder',\n",
+       "   'Spices',\n",
+       "   'Preservative (Sodium Benzoate)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '156',\n",
+       "   'protein': '2',\n",
+       "   'carbohydrate': '37',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '25',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8902318263707'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Sofit Soya Milk - 200',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Soybeans',\n",
+       "   'Sugar (if flavoured)',\n",
+       "   'Mineral (Tricalcium Phosphate)',\n",
+       "   'Stabilizer',\n",
+       "   'Vitamins',\n",
+       "   'Flavour (if added)'],\n",
+       "  'allergy_info': ['Soya'],\n",
+       "  'nutrition': {'energy': '68',\n",
+       "   'protein': '6.4',\n",
+       "   'carbohydrate': '3.6',\n",
+       "   'total_fat': '3.2',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.36',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8902814348588'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Dr. Oetker - 275',\n",
+       "  'ingredients': ['Vegetable Oil (Soybean/Rapeseed)',\n",
+       "   'Water',\n",
+       "   'Egg Yolk',\n",
+       "   'Sugar',\n",
+       "   'Vinegar',\n",
+       "   'Salt',\n",
+       "   'Mustard Flour',\n",
+       "   'Stabilizer (Xanthan Gum)',\n",
+       "   'Preservative (Potassium Sorbate)',\n",
+       "   'Antioxidant (EDTA)'],\n",
+       "  'allergy_info': ['Mustard', 'Soya', 'Egg'],\n",
+       "  'nutrition': {'energy': '568',\n",
+       "   'protein': '4.5',\n",
+       "   'carbohydrate': '12.3',\n",
+       "   'total_fat': '55.7',\n",
+       "   'total_sugars': '5.7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9.9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907386458895'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Pierre Martinet Mon taboulé a poulet à la ciboulette la barquette de 300',\n",
+       "  'ingredients': ['Cooked Semolina (Wheat)',\n",
+       "   'Cooked Chicken Pieces',\n",
+       "   'Vegetables (Tomatoes, Peppers, Onions)',\n",
+       "   'Vegetable Oil (Rapeseed)',\n",
+       "   'Water',\n",
+       "   'Lemon Juice',\n",
+       "   'Chives',\n",
+       "   'Salt',\n",
+       "   'Mint',\n",
+       "   'Spices',\n",
+       "   'Vinegar'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '160',\n",
+       "   'protein': '5.4',\n",
+       "   'carbohydrate': '21',\n",
+       "   'total_fat': '5.7',\n",
+       "   'total_sugars': '3.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8909354093565'},\n",
+       " {'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'Horlicks',\n",
+       "  'ingredients': ['Malted Barley',\n",
+       "   'Wheat Flour',\n",
+       "   'Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Minerals',\n",
+       "   'Vitamins',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '370',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '78',\n",
+       "   'total_fat': '2',\n",
+       "   'total_sugars': '14',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8904685990507'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': \"lays potato chips - Lay's - 28\",\n",
+       "  'ingredients': ['Potato',\n",
+       "   'Vegetable Oil (Palm Olein)',\n",
+       "   'Seasoning (Salt, Sugar, Spices, Flavour Enhancers, Acidity Regulator)'],\n",
+       "  'allergy_info': ['Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '544',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '54.7',\n",
+       "   'total_fat': '33',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '13',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8909361203490'},\n",
+       " {'item_category': 'PASTA',\n",
+       "  'item_name': 'pasta - 200',\n",
+       "  'ingredients': ['Durum Wheat Semolina', 'Water'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '23',\n",
+       "   'protein': '78',\n",
+       "   'carbohydrate': '12',\n",
+       "   'total_fat': '26',\n",
+       "   'total_sugars': '25',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '23',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8900242516036'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Soya chunks - 100',\n",
+       "  'ingredients': ['Defatted Soy Flour'],\n",
+       "  'allergy_info': ['Soya'],\n",
+       "  'nutrition': {'energy': '349',\n",
+       "   'protein': '51',\n",
+       "   'carbohydrate': '34',\n",
+       "   'total_fat': '1',\n",
+       "   'total_sugars': '16',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8907210920819'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Soulfull Ragi Bites - 250',\n",
+       "  'ingredients': ['Ragi Flour',\n",
+       "   'Rice Flour',\n",
+       "   'Sugar',\n",
+       "   'Cocoa Solids (if chocolate)',\n",
+       "   'Milk Solids',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Emulsifier',\n",
+       "   'Natural Flavours',\n",
+       "   'Vitamins',\n",
+       "   'Minerals'],\n",
+       "  'allergy_info': ['Dairy', 'Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '445',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '77.5',\n",
+       "   'total_fat': '12',\n",
+       "   'total_sugars': '24',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8903806062871'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'cake nuts and resins - britannia - 60',\n",
+       "  'ingredients': ['Refined Wheat Flour (Maida)',\n",
+       "   'Sugar',\n",
+       "   'Eggs',\n",
+       "   'Vegetable Oil',\n",
+       "   'Raisins',\n",
+       "   'Cashew Nuts',\n",
+       "   'Tutti Frutti (Papaya pieces, Sugar, Acidity Regulator)',\n",
+       "   'Humectants',\n",
+       "   'Milk Solids',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Emulsifiers',\n",
+       "   'Preservatives',\n",
+       "   'Artificial Flavours (Fruit, Vanilla)'],\n",
+       "  'allergy_info': ['Gluten', 'Egg', 'Sulphites', 'Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '410',\n",
+       "   'protein': '66,000',\n",
+       "   'carbohydrate': '7.7',\n",
+       "   'total_fat': '18',\n",
+       "   'total_sugars': '2.2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8905769085348'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'safari - Gandour - 26',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Wheat Flour',\n",
+       "   'Vegetable Fats (Palm, Shea)',\n",
+       "   'Rice Crispies',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Solids',\n",
+       "   'Liquid Glucose',\n",
+       "   'Emulsifiers (Soy Lecithin)',\n",
+       "   'Salt',\n",
+       "   'Leavening Agent',\n",
+       "   'Artificial Flavours (Caramel, Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '491',\n",
+       "   'protein': '4.3',\n",
+       "   'carbohydrate': '21',\n",
+       "   'total_fat': '23',\n",
+       "   'total_sugars': '44',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '15',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8909326549106'},\n",
+       " {'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'Crema de cacahuate',\n",
+       "  'ingredients': ['Roasted Peanuts',\n",
+       "   'Sugar (Optional)',\n",
+       "   'Salt (Optional)',\n",
+       "   'Hydrogenated Vegetable Oil (Optional)'],\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrition': {'energy': '639',\n",
+       "   'protein': '30',\n",
+       "   'carbohydrate': '18',\n",
+       "   'total_fat': '49',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8900485009807'},\n",
+       " {'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'Quick Chicken Pizza Instant Noodles - Wai Wai - 75',\n",
+       "  'ingredients': ['Noodles (Wheat Flour, Vegetable Oil, Salt)',\n",
+       "   'Seasoning Powder (Salt, Sugar, Spices (Oregano, Chilli, Garlic), Cheese Powder, Chicken Flavour, Tomato Powder, Flavour Enhancers)',\n",
+       "   'Onion Flavoured Oil'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '484',\n",
+       "   'protein': '1',\n",
+       "   'carbohydrate': '0.2',\n",
+       "   'total_fat': '20.9',\n",
+       "   'total_sugars': '64',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8901545676823'},\n",
+       " {'item_category': 'DAIRY',\n",
+       "  'item_name': 'amul cow ghee - 200',\n",
+       "  'ingredients': [\"Milk Fat (from Cow's Milk)\"],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '897',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0.004',\n",
+       "   'total_fat': '99.7',\n",
+       "   'total_sugars': '209',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '65',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8907686671857'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'mountain dew - pepsi - 250',\n",
+       "  'ingredients': ['Carbonated Water',\n",
+       "   'Sugar',\n",
+       "   'Acidity Regulators (Citric Acid, Sodium Citrate)',\n",
+       "   'Preservatives (Sodium Benzoate)',\n",
+       "   'Caffeine',\n",
+       "   'Stabilizer (Gum Arabic)',\n",
+       "   'Natural Flavour (Citrus)',\n",
+       "   'Colour (Tartrazine)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '49',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '12.3',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '12.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8903137386912'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Haldirams nut crackers - 400',\n",
+       "  'ingredients': ['Peanuts',\n",
+       "   'Gram Flour (Besan)',\n",
+       "   'Wheat Flour',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Spices (Chilli Powder, Turmeric, Ajwain)',\n",
+       "   'Leavening Agent'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '220',\n",
+       "   'protein': '8',\n",
+       "   'carbohydrate': '7',\n",
+       "   'total_fat': '18',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8901505814272'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Coca cola - 300',\n",
+       "  'ingredients': ['Carbonated Water',\n",
+       "   'Sugar',\n",
+       "   'Caramel Colour (E150d)',\n",
+       "   'Acidity Regulator (Phosphoric Acid)',\n",
+       "   'Natural Flavours',\n",
+       "   'Caffeine'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '0',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '11',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '11',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8900339282660'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'ketchup',\n",
+       "  'ingredients': ['Tomato Paste',\n",
+       "   'Water',\n",
+       "   'Sugar',\n",
+       "   'Vinegar',\n",
+       "   'Salt',\n",
+       "   'Spices (Onion Powder, Garlic Powder)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '200',\n",
+       "   'protein': '5',\n",
+       "   'carbohydrate': '4',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907242285375'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Special Potato Chiwda - LaxmiNarayan - 400',\n",
+       "  'ingredients': ['Potato Sticks',\n",
+       "   'Vegetable Oil',\n",
+       "   'Peanuts',\n",
+       "   'Cashew Nuts',\n",
+       "   'Raisins',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Spices (Chilli, Turmeric, Cumin, Fennel Seeds)',\n",
+       "   'Curry Leaves',\n",
+       "   'Citric Acid'],\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrition': {'energy': '565',\n",
+       "   'protein': '9.6',\n",
+       "   'carbohydrate': '37.92',\n",
+       "   'total_fat': '44.08',\n",
+       "   'total_sugars': '17.93',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.68',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8901300386097'},\n",
+       " {'item_category': 'DAIRY',\n",
+       "  'item_name': 'Amul Taaza - 200',\n",
+       "  'ingredients': ['Toned Milk', 'Vitamin A', 'Vitamin D'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '58',\n",
+       "   'protein': '3',\n",
+       "   'carbohydrate': '4.8',\n",
+       "   'total_fat': '3',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8902107350397'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Fruitree',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Mixed Fruit Juice Concentrate',\n",
+       "   'Sugar',\n",
+       "   'Acidity Regulator',\n",
+       "   'Stabilizers',\n",
+       "   'Natural Flavours',\n",
+       "   'Preservatives'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '147',\n",
+       "   'protein': '0.5',\n",
+       "   'carbohydrate': '8',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8900033659904'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Amul Kool',\n",
+       "  'ingredients': ['Toned Milk',\n",
+       "   'Sugar',\n",
+       "   'Flavour (e.g., Coffee, Chocolate, Rose, Badam)',\n",
+       "   'Stabilizers',\n",
+       "   'Colour (if applicable)'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '416',\n",
+       "   'protein': '3.2',\n",
+       "   'carbohydrate': '12',\n",
+       "   'total_fat': '2',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8901437935069'},\n",
+       " {'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'Philadelphia original cheese spread - 280',\n",
+       "  'ingredients': ['Milk',\n",
+       "   'Cream',\n",
+       "   'Cheese Culture',\n",
+       "   'Salt',\n",
+       "   'Stabilizers (Carob Bean Gum)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '223',\n",
+       "   'protein': '4.67',\n",
+       "   'carbohydrate': '0.001',\n",
+       "   'total_fat': '20.3',\n",
+       "   'total_sugars': '73.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '13.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8906781921959'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'haldirams - 65',\n",
+       "  'ingredients': ['Gram Flour (Besan)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Lentils/Pulses',\n",
+       "   'Peanuts',\n",
+       "   'Rice Flakes',\n",
+       "   'Spices',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Citric Acid'],\n",
+       "  'allergy_info': ['Nuts', 'Others'],\n",
+       "  'nutrition': {'energy': '491',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '67',\n",
+       "   'total_fat': '23',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8907548547276'},\n",
+       " {'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': '1to3 Noodles - SHRI RAJA INDUSTRIES - 60',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Seasoning Mix (Salt, Spices, Sugar, Flavour Enhancers)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '17',\n",
+       "   'protein': '5.334',\n",
+       "   'carbohydrate': '3.1',\n",
+       "   'total_fat': '9.9',\n",
+       "   'total_sugars': '6.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '63.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8904567479786'},\n",
+       " {'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'mapro mixed fruit jam - 1',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Mixed Fruit Pulp (Papaya, Mango, Pineapple, Banana, Apple, Grape)',\n",
+       "   'Pectin',\n",
+       "   'Citric Acid',\n",
+       "   'Preservative (Sodium Benzoate)',\n",
+       "   'Permitted Synthetic Food Colours',\n",
+       "   'Artificial Flavours'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '265',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '68',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '67',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8907484757494'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'bhujiya - chatkins - 400',\n",
+       "  'ingredients': ['Moth Bean Flour',\n",
+       "   'Gram Flour (Besan)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Spices (Chilli, Ginger, Black Pepper, Clove)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '595',\n",
+       "   'protein': '14',\n",
+       "   'carbohydrate': '42.5',\n",
+       "   'total_fat': '41',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8900728612955'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Soklet - Regal foods and Beverages - 50',\n",
+       "  'ingredients': ['Roasted Peanuts',\n",
+       "   'Gram Flour',\n",
+       "   'Wheat Flour',\n",
+       "   'Vegetable Oil',\n",
+       "   'Spices',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '478',\n",
+       "   'protein': '25.5',\n",
+       "   'carbohydrate': '52',\n",
+       "   'total_fat': '19.25',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.75',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8901263990065'},\n",
+       " {'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'Goat Cheese - Flanders Dairy Products - 500',\n",
+       "  'ingredients': ['Pasteurized Goat Milk',\n",
+       "   'Salt',\n",
+       "   'Cheese Cultures',\n",
+       "   'Enzymes'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '205',\n",
+       "   'protein': '14',\n",
+       "   'carbohydrate': '3.5',\n",
+       "   'total_fat': '15',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '15',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8908500921868'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'Paneer - Ananda - 200',\n",
+       "  'ingredients': ['Milk Solids', 'Citric Acid/Lemon Juice'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '309',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '1.25',\n",
+       "   'total_fat': '17.25',\n",
+       "   'total_sugars': '2.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '16',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8901970638038'},\n",
+       " {'item_category': 'BREAD',\n",
+       "  'item_name': 'Harvest Gold 100% Whole Wheat Bread - 450',\n",
+       "  'ingredients': ['Whole Wheat Flour (Atta)',\n",
+       "   'Water',\n",
+       "   'Yeast',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Vegetable Oil',\n",
+       "   'Preservatives',\n",
+       "   'Emulsifiers',\n",
+       "   'Flour Treatment Agent'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '251',\n",
+       "   'protein': '9.3',\n",
+       "   'carbohydrate': '51',\n",
+       "   'total_fat': '1.19',\n",
+       "   'total_sugars': '3.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.42',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8901260027672'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Bagrry’s White Oats - 1',\n",
+       "  'ingredients': ['100% Rolled Oats'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '139',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '1.4',\n",
+       "   'total_fat': '3',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 5.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8909344643978'},\n",
+       " {'item_category': 'DAIRY',\n",
+       "  'item_name': 'Mother Dairy Ultimate Dahi - 400',\n",
+       "  'ingredients': ['Pasteurized Full Cream Milk', 'Active Lactic Cultures'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '75',\n",
+       "   'protein': '3.7',\n",
+       "   'carbohydrate': '5',\n",
+       "   'total_fat': '4.5',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8901937140345'},\n",
+       " {'item_category': 'DAIRY',\n",
+       "  'item_name': 'Amul Gold - 1',\n",
+       "  'ingredients': ['Standardized Milk', 'Vitamin A', 'Vitamin D'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '75',\n",
+       "   'protein': '3',\n",
+       "   'carbohydrate': '4.8',\n",
+       "   'total_fat': '4.5',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8908075864768'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Diet Coke Mobile Pack - Coca-Cola - 500',\n",
+       "  'ingredients': ['Carbonated Water',\n",
+       "   'Caramel Colour (E150d)',\n",
+       "   'Sweeteners (Aspartame, Acesulfame K)',\n",
+       "   'Acidity Regulators (Phosphoric Acid, Sodium Citrate)',\n",
+       "   'Natural Flavours',\n",
+       "   'Caffeine',\n",
+       "   'Contains a source of Phenylalanine'],\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'nutrition': {'energy': '0',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 0.5,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.0,\n",
+       "  'barcode': '8903665955574'},\n",
+       " {'item_category': 'PASTA',\n",
+       "  'item_name': 'Ghiotti Fusilli - Ghotti - 500',\n",
+       "  'ingredients': ['Durum Wheat Semolina', 'Water'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '292',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '59.2',\n",
+       "   'total_fat': '1.2',\n",
+       "   'total_sugars': '0.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8900484138652'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'wafer cream rolls - tasty treat - 250',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Wheat Flour',\n",
+       "   'Vegetable Oil',\n",
+       "   'Milk Solids',\n",
+       "   'Corn Starch',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Salt',\n",
+       "   'Artificial Flavours (Vanilla, Cream)',\n",
+       "   'Colour (Optional)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '422',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '70',\n",
+       "   'total_fat': '14',\n",
+       "   'total_sugars': '43',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '12',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8905442655257'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'turmeric powder - Ramdev - 500',\n",
+       "  'ingredients': ['Ground Turmeric Root'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '352',\n",
+       "   'protein': '6.89',\n",
+       "   'carbohydrate': '72.6',\n",
+       "   'total_fat': '3.89',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.49',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8900271157569'},\n",
+       " {'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'Maggi pazzta masala penne - Nestle - 65',\n",
+       "  'ingredients': ['Pasta (Wheat Semolina)',\n",
+       "   'Milk Solids',\n",
+       "   'Potato Flakes',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Spices (Onion Powder, Garlic Powder, Turmeric, Chilli, Coriander)',\n",
+       "   'Hydrolyzed Vegetable Protein (Soya)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Flavour Enhancers',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '82',\n",
+       "   'protein': '11.6',\n",
+       "   'carbohydrate': '68.3',\n",
+       "   'total_fat': '2.4',\n",
+       "   'total_sugars': '5.2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8908113429232'},\n",
+       " {'item_category': 'DAIRY',\n",
+       "  'item_name': 'Greek yogurt wild raspberry',\n",
+       "  'ingredients': ['Greek Yogurt (Milk, Cultures)',\n",
+       "   'Raspberry Fruit Preparation (Raspberries, Sugar, Water, Stabilizers, Acidity Regulator, Natural Flavour)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '110',\n",
+       "   'protein': '6.7',\n",
+       "   'carbohydrate': '17',\n",
+       "   'total_fat': '1.8',\n",
+       "   'total_sugars': '3.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8906577392192'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'tomato ketchup - 1',\n",
+       "  'ingredients': ['Tomato Paste',\n",
+       "   'Water',\n",
+       "   'Sugar',\n",
+       "   'Vinegar',\n",
+       "   'Salt',\n",
+       "   'Spices'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '10',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '78',\n",
+       "   'total_fat': '1',\n",
+       "   'total_sugars': '70',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8902164024576'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Amberella chutney - mc curtie - 450',\n",
+       "  'ingredients': ['Ambarella Fruit (Spondias dulcis)',\n",
+       "   'Sugar',\n",
+       "   'Vinegar',\n",
+       "   'Salt',\n",
+       "   'Spices (Ginger, Garlic, Chilli, Mustard Seeds)',\n",
+       "   'Preservatives'],\n",
+       "  'allergy_info': ['Mustard'],\n",
+       "  'nutrition': {'energy': '0.1',\n",
+       "   'protein': '0.127',\n",
+       "   'carbohydrate': '12',\n",
+       "   'total_fat': '0.1',\n",
+       "   'total_sugars': '0.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '15.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8901373375486'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'Del Monte - 250',\n",
+       "  'ingredients': ['Fruit (e.g., Peaches, Pears, Pineapple, Cherries)',\n",
+       "   'Water/Light Syrup/Heavy Syrup (Sugar, Water)',\n",
+       "   'Citric Acid'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '338',\n",
+       "   'protein': '0.38',\n",
+       "   'carbohydrate': '82.9',\n",
+       "   'total_fat': '0.13',\n",
+       "   'total_sugars': '73.7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8901935212440'},\n",
+       " {'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'Maggi Special Masala - 70',\n",
+       "  'ingredients': ['Noodles (Wheat Flour, Vegetable Oil, Salt)',\n",
+       "   'Masala Tastemaker (Spices & Condiments (22.5%) - Red Chilli, Turmeric, Coriander, Cumin, Aniseed, Black Pepper, Fenugreek, Ginger, Clove, Nutmeg, Cardamom), Salt, Sugar, Onion Powder, Garlic Powder, Hydrolyzed Groundnut Protein, Flavour Enhancer (635), Acidity Regulator (Citric Acid), Colour (150d), Vegetable Oil)'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '409',\n",
+       "   'protein': '9.6',\n",
+       "   'carbohydrate': '60.3',\n",
+       "   'total_fat': '14.4',\n",
+       "   'total_sugars': '2.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8905959692288'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': \"McVitie's Digestive\",\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Vegetable Oil (Palm)',\n",
+       "   'Whole Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Partially Inverted Sugar Syrup',\n",
+       "   'Raising Agents (Sodium Bicarbonate, Malic Acid, Ammonium Bicarbonate)',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '489',\n",
+       "   'protein': '7.3',\n",
+       "   'carbohydrate': '67.1',\n",
+       "   'total_fat': '21.2',\n",
+       "   'total_sugars': '16.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10.7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8905470238729'},\n",
+       " {'item_category': 'BREAD',\n",
+       "  'item_name': 'Britannia Multi Grain Bread - 400',\n",
+       "  'ingredients': ['Whole Wheat Flour (Atta)',\n",
+       "   'Water',\n",
+       "   'Multigrain Flour Mix (Wheat, Oats, Ragi, Corn, Barley)',\n",
+       "   'Wheat Gluten',\n",
+       "   'Yeast',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Vegetable Oil',\n",
+       "   'Seeds (Flax, Sunflower)',\n",
+       "   'Preservatives',\n",
+       "   'Emulsifiers'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '260',\n",
+       "   'protein': '47',\n",
+       "   'carbohydrate': '1.5',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8907858388668'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Tata Salt - 100',\n",
+       "  'ingredients': ['Iodized Salt'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '0',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8901073759821'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Garlic 100% Veggie Chips - SnackWise - text',\n",
+       "  'ingredients': ['Vegetable Blend (Potato, Tapioca, Corn)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Garlic Powder',\n",
+       "   'Salt',\n",
+       "   'Spices'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '400',\n",
+       "   'protein': '16.7',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.33',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8904219204384'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Handmade Chocolate Orange Honeycomb - Aldi - 250',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Glucose Syrup',\n",
+       "   'Chocolate Coating (Sugar, Cocoa Mass, Cocoa Butter, Emulsifier (Soy Lecithin), Vanilla Flavour)',\n",
+       "   'Bicarbonate of Soda',\n",
+       "   'Orange Oil'],\n",
+       "  'allergy_info': ['Nuts', 'Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '447',\n",
+       "   'protein': '2.6',\n",
+       "   'carbohydrate': '81',\n",
+       "   'total_fat': '12',\n",
+       "   'total_sugars': '64',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8905839304058'},\n",
+       " {'item_category': 'DAIRY',\n",
+       "  'item_name': 'Garlic & Herbs Buttery Spread - Amul - 100',\n",
+       "  'ingredients': ['Vegetable Oils',\n",
+       "   'Water',\n",
+       "   'Milk Solids',\n",
+       "   'Common Salt',\n",
+       "   'Garlic Powder',\n",
+       "   'Dried Herbs (Parsley, Oregano)',\n",
+       "   'Emulsifiers',\n",
+       "   'Stabilizers',\n",
+       "   'Acidity Regulator',\n",
+       "   'Preservatives',\n",
+       "   'Vitamin A',\n",
+       "   'Vitamin D'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '697',\n",
+       "   'protein': '0.5',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '77.3',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904190881123'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Idiyappam - Adyar Annapoorna - 5',\n",
+       "  'ingredients': ['Rice Flour', 'Water', 'Salt'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '369',\n",
+       "   'protein': '6.7',\n",
+       "   'carbohydrate': '82.3',\n",
+       "   'total_fat': '1.4',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8900044461763'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': \"Haldiram's Lite Chiwda - 57\",\n",
+       "  'ingredients': ['Rice Flakes (Poha)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Peanuts',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Mustard Seeds',\n",
+       "   'Curry Leaves',\n",
+       "   'Turmeric Powder',\n",
+       "   'Citric Acid'],\n",
+       "  'allergy_info': ['Nuts', 'Mustard'],\n",
+       "  'nutrition': {'energy': '542',\n",
+       "   'protein': '8.02',\n",
+       "   'carbohydrate': '56.34',\n",
+       "   'total_fat': '31.63',\n",
+       "   'total_sugars': '2.16',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10.64',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8909099792143'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Aloo bhujia - Haldiram - 200',\n",
+       "  'ingredients': ['Potato',\n",
+       "   'Gram Flour (Besan)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Moth Bean Flour',\n",
+       "   'Salt',\n",
+       "   'Spices (Chilli, Mint, Ginger, Black Pepper)',\n",
+       "   'Citric Acid'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '562',\n",
+       "   'protein': '8.68',\n",
+       "   'carbohydrate': '46.1',\n",
+       "   'total_fat': '38.12',\n",
+       "   'total_sugars': '0.25',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '16.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907951883039'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Masala Oats - Peppy Tomato - Saffola - 39',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices and Condiments (Tomato Powder, Onion, Garlic, Chilli)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Dehydrated Vegetables',\n",
+       "   'Hydrolyzed Vegetable Protein (Soya)',\n",
+       "   'Flavour Enhancers',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '402',\n",
+       "   'protein': '10.8',\n",
+       "   'carbohydrate': '71.3',\n",
+       "   'total_fat': '8.21',\n",
+       "   'total_sugars': '7.18',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.54',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8905784426638'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': \"Soya Chips - Haldiram's - 25\",\n",
+       "  'ingredients': ['Soybean Flour',\n",
+       "   'Tapioca Starch',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Spices (Chilli, Turmeric)',\n",
+       "   'Sugar',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': ['Soya'],\n",
+       "  'nutrition': {'energy': '542',\n",
+       "   'protein': '14.36',\n",
+       "   'carbohydrate': '42.05',\n",
+       "   'total_fat': '35.11',\n",
+       "   'total_sugars': '3.76',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '19.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8909708667671'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': \"O'Choco - PARLITE FOODS\",\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Cocoa Powder',\n",
+       "   'Milk Solids',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Artificial Flavour (Chocolate)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '470',\n",
+       "   'protein': '6.5',\n",
+       "   'carbohydrate': '74.5',\n",
+       "   'total_fat': '16.2',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8904463528298'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': \"Caramel - Hershey's - 623\",\n",
+       "  'ingredients': ['Corn Syrup',\n",
+       "   'High Fructose Corn Syrup',\n",
+       "   'Sweetened Condensed Skim Milk (Skim Milk, Sugar)',\n",
+       "   'Water',\n",
+       "   'Salt',\n",
+       "   'Disodium Phosphate',\n",
+       "   'Sodium Citrate',\n",
+       "   'Artificial Flavour (Caramel)',\n",
+       "   'Artificial Color (Yellow 6, Yellow 5)',\n",
+       "   'Xanthan Gum'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '291',\n",
+       "   'protein': '2.1',\n",
+       "   'carbohydrate': '70.2',\n",
+       "   'total_fat': '0.17',\n",
+       "   'total_sugars': '55.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 0.5,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.0,\n",
+       "  'barcode': '8903292893706'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Puffcorn',\n",
+       "  'ingredients': ['Corn Meal',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Cheese Powder (Optional)',\n",
+       "   'Spices (Optional)'],\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'nutrition': {'energy': '555',\n",
+       "   'protein': '6',\n",
+       "   'carbohydrate': '56.2',\n",
+       "   'total_fat': '34.5',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '16',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8900214656296'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'Qamar Dates - 5',\n",
+       "  'ingredients': ['Dates'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '120',\n",
+       "   'protein': '1',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '29',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8902468201673'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Ritter Sport Mini Mix 18',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Cocoa Butter',\n",
+       "   'Cocoa Mass',\n",
+       "   'Milk Powder (Whole, Skimmed)',\n",
+       "   'Lactose',\n",
+       "   'Hazelnuts',\n",
+       "   'Butterfat',\n",
+       "   'Corn',\n",
+       "   'Palm Fat',\n",
+       "   'Wheat Flour',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Yogurt Powder',\n",
+       "   'Natural Flavours',\n",
+       "   'Salt',\n",
+       "   'Barley Malt'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Nuts', 'Soya'],\n",
+       "  'nutrition': {'energy': '549',\n",
+       "   'protein': '6.9',\n",
+       "   'carbohydrate': '53',\n",
+       "   'total_fat': '34',\n",
+       "   'total_sugars': '50',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '18',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907036080094'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'saffola masala oats - 39',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices and Condiments',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Dehydrated Vegetables',\n",
+       "   'Hydrolyzed Vegetable Protein (Soya)',\n",
+       "   'Flavour Enhancers',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '399',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '68.2',\n",
+       "   'total_fat': '9.5',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8901941965378'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Marie biscuits - Bisk Farm - 300',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Milk Solids',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Emulsifiers',\n",
+       "   'Artificial Flavour (Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '413',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '4.74',\n",
+       "   'total_fat': '13.01',\n",
+       "   'total_sugars': '2.06',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8900797950217'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Dry Cake - Pran - 350',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil/Shortening',\n",
+       "   'Eggs',\n",
+       "   'Milk Powder',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Artificial Flavours (Vanilla)',\n",
+       "   'Preservatives'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Egg'],\n",
+       "  'nutrition': {'energy': '420',\n",
+       "   'protein': '25',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '21',\n",
+       "   'total_sugars': '11',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8907237670483'},\n",
+       " {'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'Maggi Atta noodle - Masala - 4 pack - 300',\n",
+       "  'ingredients': ['Noodles (Whole Wheat Flour (Atta), Wheat Flour, Vegetable Oil, Salt)',\n",
+       "   'Masala Tastemaker (Spices & Condiments, Salt, Sugar, Onion Powder, Garlic Powder, Hydrolyzed Groundnut Protein, Flavour Enhancer, Acidity Regulator, Colour, Vegetable Oil)'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '422',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '60.6',\n",
+       "   'total_fat': '14.6',\n",
+       "   'total_sugars': '2.8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8904944681375'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'Tasti Smooshed Wholefood Balls - Berry Cashew & Cacao - 69',\n",
+       "  'ingredients': ['Dates',\n",
+       "   'Cashews',\n",
+       "   'Dried Berries (Cranberries, Raspberries)',\n",
+       "   'Cacao Powder',\n",
+       "   'Coconut',\n",
+       "   'Natural Flavours'],\n",
+       "  'allergy_info': ['Nuts', 'Others'],\n",
+       "  'nutrition': {'energy': '390',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '62.4',\n",
+       "   'total_fat': '12.2',\n",
+       "   'total_sugars': '48.4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8908305528866'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'OMG! Oh My Ganna Cumin Crush - Nutricane - 250',\n",
+       "  'ingredients': ['Sugarcane Juice',\n",
+       "   'Cumin Powder',\n",
+       "   'Lemon Juice',\n",
+       "   'Salt',\n",
+       "   'Preservatives'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '48',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '9.14',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '9.14',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8903108986370'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Mcvities Butter Cookie 68 GR. - 68',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Butter',\n",
+       "   'Sugar',\n",
+       "   'Cornflour',\n",
+       "   'Salt',\n",
+       "   'Natural Flavouring'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '469',\n",
+       "   'protein': '24.9',\n",
+       "   'carbohydrate': '6.2',\n",
+       "   'total_fat': '18.2',\n",
+       "   'total_sugars': '1.8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8905954310200'},\n",
+       " {'item_category': 'NUTS-SEEDS-DRIED-FRUIT',\n",
+       "  'item_name': 'Seedless Dates - Lion - 200',\n",
+       "  'ingredients': ['Dates (Pitted)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '312',\n",
+       "   'protein': '2.51',\n",
+       "   'carbohydrate': '77.61',\n",
+       "   'total_fat': '0.23',\n",
+       "   'total_sugars': '69.21',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8908625291037'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Pizza topping - Dr. Oetker - 100',\n",
+       "  'ingredients': ['Tomato Puree',\n",
+       "   'Water',\n",
+       "   'Onions',\n",
+       "   'Vegetable Oil',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Herbs (Oregano, Basil)',\n",
+       "   'Spices',\n",
+       "   'Modified Starch',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '198',\n",
+       "   'protein': '4.4',\n",
+       "   'carbohydrate': '23',\n",
+       "   'total_fat': '9.9',\n",
+       "   'total_sugars': '21.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8908326919865'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Potato Cheese Shotz - Mc Cain - 400',\n",
+       "  'ingredients': ['Potatoes',\n",
+       "   'Cheese',\n",
+       "   'Vegetable Oil',\n",
+       "   'Corn Flour',\n",
+       "   'Salt',\n",
+       "   'Spices',\n",
+       "   'Stabilizers'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '231',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '11.3',\n",
+       "   'total_sugars': '24.26',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6.97',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8907744279131'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': \"Lite Mixture - Haldiram's - 42\",\n",
+       "  'ingredients': ['Rice Flakes (Poha)',\n",
+       "   'Gram Flour (Besan) Sev',\n",
+       "   'Vegetable Oil',\n",
+       "   'Peanuts',\n",
+       "   'Lentils',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Spices',\n",
+       "   'Curry Leaves',\n",
+       "   'Citric Acid'],\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrition': {'energy': '504',\n",
+       "   'protein': '13',\n",
+       "   'carbohydrate': '50',\n",
+       "   'total_fat': '28',\n",
+       "   'total_sugars': '2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '15',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8901921313373'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Dream LITE - Anmol - 200',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Leavening Agents',\n",
+       "   'Salt',\n",
+       "   'Milk Solids',\n",
+       "   'Emulsifiers',\n",
+       "   'Artificial Flavours (Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '502',\n",
+       "   'protein': '7.7',\n",
+       "   'carbohydrate': '64',\n",
+       "   'total_fat': '24',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '11.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8905082098179'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Mountain Dew - 1',\n",
+       "  'ingredients': ['Carbonated Water',\n",
+       "   'Sugar',\n",
+       "   'Acidity Regulators (Citric Acid, Sodium Citrate)',\n",
+       "   'Preservatives (Sodium Benzoate)',\n",
+       "   'Caffeine',\n",
+       "   'Stabilizer (Gum Arabic)',\n",
+       "   'Natural Flavour (Citrus)',\n",
+       "   'Colour (Tartrazine)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '49',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '12.3',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '12.3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8909222839844'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Bikaneri Bhujia - Kurkure - 18',\n",
+       "  'ingredients': ['Moth Bean Flour',\n",
+       "   'Gram Flour (Besan)',\n",
+       "   'Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Spices (Chilli, Ginger, Black Pepper, Cardamom, Clove)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '627',\n",
+       "   'protein': '11.8',\n",
+       "   'carbohydrate': '33.5',\n",
+       "   'total_fat': '49.5',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '11.7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8909244712965'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Kesar Rasbari Barfi - Bikano - 1',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Milk Solids (Khoya)',\n",
+       "   'Ghee',\n",
+       "   'Cardamom Powder',\n",
+       "   'Saffron',\n",
+       "   'Nuts (Pistachios, Almonds)',\n",
+       "   'Rose Water (Optional)',\n",
+       "   'Silver Leaf (Vark - Optional)'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '199',\n",
+       "   'protein': '46.4',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0.7',\n",
+       "   'total_sugars': '15',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8907956568535'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Perk - Cadbury - 14.3',\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Wheat Flour',\n",
+       "   'Vegetable Fat (Palm)',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Solids',\n",
+       "   'Emulsifiers (Soy Lecithin)',\n",
+       "   'Leavening Agent (Sodium Bicarbonate)',\n",
+       "   'Salt',\n",
+       "   'Artificial Flavour (Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '517',\n",
+       "   'protein': '1.8',\n",
+       "   'carbohydrate': '0.2',\n",
+       "   'total_fat': '25.8',\n",
+       "   'total_sugars': '67.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '23.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8901857477880'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Gulab Jamun - Gits - 100',\n",
+       "  'ingredients': ['Milk Solids (Khoya)',\n",
+       "   'Wheat Flour/Semolina',\n",
+       "   'Sugar',\n",
+       "   'Water',\n",
+       "   'Cardamom',\n",
+       "   'Rose Water',\n",
+       "   'Ghee/Vegetable Oil (for frying)',\n",
+       "   'Baking Soda'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '420',\n",
+       "   'protein': '17',\n",
+       "   'carbohydrate': '57',\n",
+       "   'total_fat': '13.6',\n",
+       "   'total_sugars': '18.2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8905848725431'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Saffola Masala Oats - Classic Masala - 38',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices and Condiments (Onion, Garlic, Coriander, Turmeric, Chilli, Cumin)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Dehydrated Vegetables',\n",
+       "   'Hydrolyzed Vegetable Protein (Soya)',\n",
+       "   'Flavour Enhancers',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '383',\n",
+       "   'protein': '11',\n",
+       "   'carbohydrate': '72.6',\n",
+       "   'total_fat': '5.5',\n",
+       "   'total_sugars': '7.7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8904440408162'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Good Day Cashew Cookies Medium Pack - Britannia - 600',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Butter',\n",
+       "   'Cashew Nuts',\n",
+       "   'Milk Solids',\n",
+       "   'Invert Syrup',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Emulsifiers',\n",
+       "   'Artificial Flavours (Butter, Milk, Nut)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '504',\n",
+       "   'protein': '2',\n",
+       "   'carbohydrate': '10.2',\n",
+       "   'total_fat': '24',\n",
+       "   'total_sugars': '2.7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '11',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8909459429450'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Good Day Cashew Cookies - Britannia - 200',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Butter',\n",
+       "   'Cashew Nuts',\n",
+       "   'Milk Solids',\n",
+       "   'Invert Syrup',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Emulsifiers',\n",
+       "   'Artificial Flavours (Butter, Milk, Nut)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '504',\n",
+       "   'protein': '9.5',\n",
+       "   'carbohydrate': '10',\n",
+       "   'total_fat': '24',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '11',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8902922075529'},\n",
+       " {'item_category': 'BISCUIT',\n",
+       "  'item_name': 'GoodDay Choco Chip - Britannia - 100',\n",
+       "  'ingredients': ['Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Vegetable Oil',\n",
+       "   'Chocolate Chips (Sugar, Cocoa Solids, Cocoa Butter, Emulsifier (Soy Lecithin))',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Solids',\n",
+       "   'Salt',\n",
+       "   'Leavening Agents',\n",
+       "   'Emulsifiers',\n",
+       "   'Artificial Flavours (Chocolate, Vanilla)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '493',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '9.7',\n",
+       "   'total_fat': '21',\n",
+       "   'total_sugars': '3.7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8906712231386'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': \"Sandwich Chocolate and Vanilla - Kwality Wall's - 57\",\n",
+       "  'ingredients': ['Biscuit (Wheat Flour, Sugar, Vegetable Oil, Cocoa Powder, Leavening Agent)',\n",
+       "   'Ice Cream (Water, Milk Solids, Sugar, Vegetable Oil, Liquid Glucose, Emulsifiers, Stabilizers, Cocoa Solids, Vanilla Flavour)'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '282',\n",
+       "   'protein': '0.877',\n",
+       "   'carbohydrate': '0.018',\n",
+       "   'total_fat': '7.89',\n",
+       "   'total_sugars': '48.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.51',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8907083942079'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'bru coffee - 100',\n",
+       "  'ingredients': ['Instant Coffee Powder', 'Chicory'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '0',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.0,\n",
+       "  'barcode': '8906079056998'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': \"Cassatta - Kwality Wall's - 70\",\n",
+       "  'ingredients': ['Ice Cream Layers (Milk Solids, Sugar, Vegetable Oil, Liquid Glucose, Emulsifiers, Stabilizers, Flavours (Vanilla, Strawberry, Pistachio), Colours)',\n",
+       "   'Sponge Cake Layer (Wheat Flour, Sugar, Eggs, Water, Leavening Agent)',\n",
+       "   'Cashew Nuts',\n",
+       "   'Tutti Frutti'],\n",
+       "  'allergy_info': ['Gluten', 'Egg', 'Sulphites', 'Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '239',\n",
+       "   'protein': '2.29',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '11.1',\n",
+       "   'total_sugars': '27.6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4.86',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8903155757367'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Chorizo Barbecue - Noel - 300',\n",
+       "  'ingredients': ['Pork',\n",
+       "   'Paprika',\n",
+       "   'Salt',\n",
+       "   'Garlic',\n",
+       "   'Spices',\n",
+       "   'Sugar',\n",
+       "   'Dextrose',\n",
+       "   'Preservatives (Sodium Nitrite)',\n",
+       "   'Antioxidant (Sodium Ascorbate)',\n",
+       "   'Barbecue Flavoring'],\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'nutrition': {'energy': '478',\n",
+       "   'protein': '20',\n",
+       "   'carbohydrate': '2.7',\n",
+       "   'total_fat': '43',\n",
+       "   'total_sugars': '1.4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '16',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8904700691051'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Caulier Tripel 33',\n",
+       "  'ingredients': ['Water', 'Barley Malt', 'Hops', 'Yeast', 'Sugar'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '1',\n",
+       "   'protein': '0.01',\n",
+       "   'carbohydrate': '0.5',\n",
+       "   'total_fat': '0.5',\n",
+       "   'total_sugars': '0.02',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8906091608021'},\n",
+       " {'item_category': 'SAUCE/CONDIMENT/PICKLE',\n",
+       "  'item_name': 'Achards de légumes - Royal Bourbon - 200',\n",
+       "  'ingredients': ['Vegetables (Cabbage, Carrots, Green Beans)',\n",
+       "   'Vegetable Oil (Sunflower)',\n",
+       "   'Vinegar',\n",
+       "   'Mustard',\n",
+       "   'Salt',\n",
+       "   'Spices (Turmeric, Ginger, Garlic)',\n",
+       "   'Preservative'],\n",
+       "  'allergy_info': ['Mustard'],\n",
+       "  'nutrition': {'energy': '173',\n",
+       "   'protein': '4.48',\n",
+       "   'carbohydrate': '17.62',\n",
+       "   'total_fat': '9.4',\n",
+       "   'total_sugars': '1.65',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8902113561336'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'RiteBite Max Protein Choco Almond Bar',\n",
+       "  'ingredients': ['Protein Blend (Soy Nuggets, Whey Protein Concentrate, Calcium Caseinate)',\n",
+       "   'Dark Compound',\n",
+       "   'Almonds',\n",
+       "   'Humectant (Glycerine)',\n",
+       "   'Fructooligosaccharide (FOS)',\n",
+       "   'Brown Rice Syrup',\n",
+       "   'Edible Vegetable Oil (Sunflower Oil)',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Powder',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Salt',\n",
+       "   'Flavour (Chocolate, Almond)'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts', 'Soya'],\n",
+       "  'nutrition': {'energy': '270',\n",
+       "   'protein': '20',\n",
+       "   'carbohydrate': '25',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8907377214165'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'Yoga Bar Breakfast Protein Bar - Almond Coconut',\n",
+       "  'ingredients': ['Whole grains (Rolled Oats, Brown Rice, Quinoa)',\n",
+       "   'Nuts & Seeds (Almonds, Coconut, Chia Seeds, Flax Seeds)',\n",
+       "   'Protein Blend (Whey Protein Concentrate, Soy Protein Isolate)',\n",
+       "   'Honey',\n",
+       "   'Dark Chocolate',\n",
+       "   'Rice Crispies',\n",
+       "   'Vegetable Oil'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'nutrition': {'energy': '180',\n",
+       "   'protein': '8',\n",
+       "   'carbohydrate': '22',\n",
+       "   'total_fat': '8',\n",
+       "   'total_sugars': '7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8903762588873'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'MuscleBlaze Protein Bar - Choco Cranberry',\n",
+       "  'ingredients': ['Protein Blend (Whey Protein Concentrate, Soy Protein Isolate)',\n",
+       "   'Dark Chocolate Compound',\n",
+       "   'Brown Rice Syrup',\n",
+       "   'Cranberries',\n",
+       "   'Rolled Oats',\n",
+       "   'Fructooligosaccharides (FOS)',\n",
+       "   'Humectant (Glycerin)',\n",
+       "   'Almonds',\n",
+       "   'Flaxseeds',\n",
+       "   'Cocoa Powder'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'nutrition': {'energy': '250',\n",
+       "   'protein': '20',\n",
+       "   'carbohydrate': '28',\n",
+       "   'total_fat': '7',\n",
+       "   'total_sugars': '10',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8903565131702'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'The Whole Truth Protein Bar - Coffee Cocoa',\n",
+       "  'ingredients': ['Dates',\n",
+       "   'Nuts (Cashews, Almonds)',\n",
+       "   'Protein Blend (Pea Protein, Brown Rice Protein)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Coffee Extract',\n",
+       "   'Chia Seeds'],\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrition': {'energy': '210',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '25',\n",
+       "   'total_fat': '9',\n",
+       "   'total_sugars': '18',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8909216011386'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'HYP Protein Bar - Triple Chocolate',\n",
+       "  'ingredients': ['Protein Blend (Whey Protein Isolate, Milk Protein Isolate)',\n",
+       "   'Dark Chocolate',\n",
+       "   'Cocoa Nibs',\n",
+       "   'Soluble Corn Fiber',\n",
+       "   'Almonds',\n",
+       "   'Erythritol',\n",
+       "   'Cocoa Powder',\n",
+       "   'Natural Flavors'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts', 'Others'],\n",
+       "  'nutrition': {'energy': '190',\n",
+       "   'protein': '20',\n",
+       "   'carbohydrate': '22',\n",
+       "   'total_fat': '8',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8900593304566'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'Mojo Bar Thins - Choco Almond + Protein',\n",
+       "  'ingredients': ['Almonds',\n",
+       "   'Dark Chocolate Compound',\n",
+       "   'Seeds (Pumpkin, Watermelon, Sesame)',\n",
+       "   'Rice Crispies',\n",
+       "   'Soy Protein Isolate',\n",
+       "   'Honey',\n",
+       "   'Oats',\n",
+       "   'Cocoa Powder'],\n",
+       "  'allergy_info': ['Gluten', 'Soya', 'Sesame', 'Others', 'Nuts'],\n",
+       "  'nutrition': {'energy': '150',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '15',\n",
+       "   'total_fat': '7',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8908265383642'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'PhD Smart Bar - Choc Peanut Butter',\n",
+       "  'ingredients': ['Protein Blend (Milk Protein, Collagen Hydrolysate, Soya Protein Isolate)',\n",
+       "   'Caramel Layer',\n",
+       "   'Milk Chocolate Coating',\n",
+       "   'Peanuts',\n",
+       "   'Humectant (Glycerol)',\n",
+       "   'Palm Fat',\n",
+       "   'Flavourings',\n",
+       "   'Salt',\n",
+       "   'Sweetener (Sucralose)'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts', 'Soya', 'Egg'],\n",
+       "  'nutrition': {'energy': '238',\n",
+       "   'protein': '20',\n",
+       "   'carbohydrate': '22',\n",
+       "   'total_fat': '11',\n",
+       "   'total_sugars': '1.9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8901620803908'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'Kind Protein Bar - Crunchy Peanut Butter',\n",
+       "  'ingredients': ['Peanuts',\n",
+       "   'Glucose Syrup',\n",
+       "   'Soy Protein Isolate',\n",
+       "   'Honey',\n",
+       "   'Palm Kernel Oil',\n",
+       "   'Sugar',\n",
+       "   'Peanut Butter',\n",
+       "   'Chicory Root Fiber',\n",
+       "   'Soy Lecithin',\n",
+       "   'Sea Salt',\n",
+       "   'Almonds'],\n",
+       "  'allergy_info': ['Nuts', 'Soya'],\n",
+       "  'nutrition': {'energy': '250',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '18',\n",
+       "   'total_fat': '17',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8904058437592'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'Eat Anytime Bambaiyya Chaat Protein Bar',\n",
+       "  'ingredients': ['Protein Blend (Soy Protein Isolate, Whey Protein Concentrate)',\n",
+       "   'Dates',\n",
+       "   'Oats',\n",
+       "   'Seeds (Pumpkin, Chia)',\n",
+       "   'Peanuts',\n",
+       "   'Spices (Chaat Masala, Chilli)',\n",
+       "   'Tamarind Paste',\n",
+       "   'Black Salt',\n",
+       "   'Vegetable Oil'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'nutrition': {'energy': '175',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '20',\n",
+       "   'total_fat': '6',\n",
+       "   'total_sugars': '9',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8909096550982'},\n",
+       " {'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'Sirimiri Nutrition Bar - Fig & Raisin',\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Dates',\n",
+       "   'Figs',\n",
+       "   'Raisins',\n",
+       "   'Almonds',\n",
+       "   'Cashews',\n",
+       "   'Honey',\n",
+       "   'Flax Seeds',\n",
+       "   'Cinnamon'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '160',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '28',\n",
+       "   'total_fat': '5',\n",
+       "   'total_sugars': '18',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8903990082372'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'MuscleBlaze Biozyme Whey Protein - Rich Milk Chocolate',\n",
+       "  'ingredients': ['Whey Protein Concentrate',\n",
+       "   'Whey Protein Isolate',\n",
+       "   'Cocoa Powder',\n",
+       "   'Biozyme Enzyme Blend',\n",
+       "   'Sodium Chloride',\n",
+       "   'Stabilizer (INS 415)',\n",
+       "   'Sweetener (INS 955)',\n",
+       "   'Anti-caking Agent (INS 551)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '390',\n",
+       "   'protein': '75',\n",
+       "   'carbohydrate': '9',\n",
+       "   'total_fat': '5',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8904087559586'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Optimum Nutrition (ON) Gold Standard 100% Whey - Double Rich Chocolate',\n",
+       "  'ingredients': ['Protein Blend (Whey Protein Isolate, Whey Protein Concentrate, Whey Peptides)',\n",
+       "   'Cocoa Powder (Processed with Alkali)',\n",
+       "   'Lecithin',\n",
+       "   'Natural and Artificial Flavor',\n",
+       "   'Acesulfame Potassium',\n",
+       "   'Aminogen',\n",
+       "   'Lactase'],\n",
+       "  'allergy_info': ['Dairy', 'Soya'],\n",
+       "  'nutrition': {'energy': '375',\n",
+       "   'protein': '75',\n",
+       "   'carbohydrate': '9.4',\n",
+       "   'total_fat': '3.1',\n",
+       "   'total_sugars': '3.1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8900131395421'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'AS-IT-IS Nutrition Whey Protein Concentrate 80% - Unflavoured',\n",
+       "  'ingredients': ['Whey Protein Concentrate'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '400',\n",
+       "   'protein': '80',\n",
+       "   'carbohydrate': '6',\n",
+       "   'total_fat': '6.5',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '4.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8901416238860'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Myprotein Impact Whey Protein - Kesar Pista',\n",
+       "  'ingredients': ['Whey Protein Concentrate',\n",
+       "   'Flavouring (Kesar, Pista)',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Sweetener (Sucralose)',\n",
+       "   'Colour'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts', 'Soya'],\n",
+       "  'nutrition': {'energy': '410',\n",
+       "   'protein': '78',\n",
+       "   'carbohydrate': '7',\n",
+       "   'total_fat': '7.5',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8908530014059'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Nakpro Perform Whey Protein Concentrate - Mango Delight',\n",
+       "  'ingredients': ['Whey Protein Concentrate',\n",
+       "   'Mango Flavour',\n",
+       "   'Sucralose',\n",
+       "   'Sunflower Lecithin'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '395',\n",
+       "   'protein': '79',\n",
+       "   'carbohydrate': '8',\n",
+       "   'total_fat': '5.5',\n",
+       "   'total_sugars': '7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8907648728391'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'BigMuscles Nutrition Premium Gold Whey - Belgian Chocolate',\n",
+       "  'ingredients': ['Whey Protein Blend (Whey Protein Isolate, Whey Protein Concentrate)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Flavour (Belgian Chocolate)',\n",
+       "   'Sweetener (Sucralose)',\n",
+       "   'Stabilizer (Xanthan Gum)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '380',\n",
+       "   'protein': '76',\n",
+       "   'carbohydrate': '10',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8900613466205'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'GNC Pro Performance 100% Whey Protein - Vanilla Cream',\n",
+       "  'ingredients': ['Whey Protein Blend (Whey Protein Concentrate, Whey Protein Isolate, Hydrolyzed Whey Peptides)',\n",
+       "   'Natural & Artificial Flavors',\n",
+       "   'Lecithin',\n",
+       "   'Cellulose Gum',\n",
+       "   'Xanthan Gum',\n",
+       "   'Sucralose',\n",
+       "   'Acesulfame Potassium'],\n",
+       "  'allergy_info': ['Dairy', 'Soya'],\n",
+       "  'nutrition': {'energy': '370',\n",
+       "   'protein': '73',\n",
+       "   'carbohydrate': '12',\n",
+       "   'total_fat': '3',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8909204985392'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Nutrabay Pure Whey Protein Isolate - Unflavoured',\n",
+       "  'ingredients': ['Whey Protein Isolate'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '375',\n",
+       "   'protein': '90',\n",
+       "   'carbohydrate': '1',\n",
+       "   'total_fat': '1',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 5.0,\n",
+       "  'barcode': '8905242792701'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Oziva Protein & Herbs for Women - Chocolate',\n",
+       "  'ingredients': ['Protein Blend (Whey Protein Concentrate, Pea Protein Isolate)',\n",
+       "   'Herbal Blend (Shatavari, Tulsi, Ginger)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Vitamins & Minerals',\n",
+       "   'Flavour (Chocolate)',\n",
+       "   'Sweetener (Steviol Glycoside)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '360',\n",
+       "   'protein': '65',\n",
+       "   'carbohydrate': '15',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8909551943656'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Plix - The Plant Fix Strength Plant Protein - Rich Chocolate',\n",
+       "  'ingredients': ['Plant Protein Blend (Pea Protein Isolate, Brown Rice Protein)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Natural Flavors',\n",
+       "   'Digestive Enzymes Blend',\n",
+       "   'Sweetener (Stevia)',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '370',\n",
+       "   'protein': '75',\n",
+       "   'carbohydrate': '8',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8906919933366'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Avvatar Alpha Whey Protein - Malai Kulfi',\n",
+       "  'ingredients': ['Whey Protein Concentrate',\n",
+       "   'Flavour (Malai Kulfi)',\n",
+       "   'Emulsifier (Sunflower Lecithin)',\n",
+       "   'Sweetener (Sucralose)',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '405',\n",
+       "   'protein': '78',\n",
+       "   'carbohydrate': '10',\n",
+       "   'total_fat': '5.5',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8909541753470'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Naturaltein Whey Protein Concentrate - Strawberry',\n",
+       "  'ingredients': ['Whey Protein Concentrate',\n",
+       "   'Natural Strawberry Flavor',\n",
+       "   'Sweetener (Stevia)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '390',\n",
+       "   'protein': '80',\n",
+       "   'carbohydrate': '7',\n",
+       "   'total_fat': '5',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8904008779888'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Healthkart HK Vitals ProteinUp Women - Chocolate',\n",
+       "  'ingredients': ['Protein Blend (Whey, Soy, Skimmed Milk Powder)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Herbal Extracts (Garcinia, Green Tea)',\n",
+       "   'Sweetener (INS 955)',\n",
+       "   'Stabilizer (INS 415)'],\n",
+       "  'allergy_info': ['Dairy', 'Soya'],\n",
+       "  'nutrition': {'energy': '350',\n",
+       "   'protein': '45',\n",
+       "   'carbohydrate': '35',\n",
+       "   'total_fat': '3',\n",
+       "   'total_sugars': '15',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8904760930411'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Amway Nutrilite All Plant Protein Powder',\n",
+       "  'ingredients': ['Soy Protein Isolate', 'Wheat Protein', 'Pea Protein'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '380',\n",
+       "   'protein': '80',\n",
+       "   'carbohydrate': '5',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8907807183665'},\n",
+       " {'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'Origin Nutrition Vegan Protein - Vanilla',\n",
+       "  'ingredients': ['Pea Protein Isolate',\n",
+       "   'Organic Brown Rice Protein',\n",
+       "   'Natural Vanilla Flavor',\n",
+       "   'Recovery Blend (Turmeric, Pink Salt)',\n",
+       "   'Digestive Enzymes',\n",
+       "   'Sweetener (Stevia)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '365',\n",
+       "   'protein': '78',\n",
+       "   'carbohydrate': '7',\n",
+       "   'total_fat': '3.5',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8908938372867'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Amul Kesar Pista Kulfi',\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Almonds',\n",
+       "   'Pistachios',\n",
+       "   'Cardamom Powder',\n",
+       "   'Saffron',\n",
+       "   'Permitted Stabilizers and Emulsifiers'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '210',\n",
+       "   'protein': '5',\n",
+       "   'carbohydrate': '25',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '22',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8903843906862'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Kwality Walls Cornetto Double Chocolate',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Compound Coating (Sugar, Palm Kernel Oil, Cocoa Solids, Milk Solids, Emulsifier)',\n",
+       "   'Wafer Biscuit (Wheat Flour, Sugar, Palm Oil, Emulsifier, Salt)',\n",
+       "   'Sugar',\n",
+       "   'Palm Oil',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Solids',\n",
+       "   'Liquid Glucose',\n",
+       "   'Chocolate Sauce',\n",
+       "   'Emulsifier',\n",
+       "   'Stabilizers'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'nutrition': {'energy': '320',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '38',\n",
+       "   'total_fat': '17',\n",
+       "   'total_sugars': '25',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '12',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8904357969770'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Vadilal Badam Carnival Ice Cream',\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Almonds',\n",
+       "   'Liquid Glucose',\n",
+       "   'Emulsifier',\n",
+       "   'Stabilizers',\n",
+       "   'Cardamom',\n",
+       "   'Saffron',\n",
+       "   'Artificial Flavoring Substances (Saffron, Cardamom)'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '230',\n",
+       "   'protein': '6',\n",
+       "   'carbohydrate': '24',\n",
+       "   'total_fat': '12',\n",
+       "   'total_sugars': '20',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8903162854547'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Mother Dairy Kulfi - Rabri Flavour',\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Liquid Glucose',\n",
+       "   'Cardamom',\n",
+       "   'Permitted Stabilizers',\n",
+       "   'Emulsifiers',\n",
+       "   'Saffron'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '190',\n",
+       "   'protein': '4.5',\n",
+       "   'carbohydrate': '22',\n",
+       "   'total_fat': '9',\n",
+       "   'total_sugars': '18',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8905038741500'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Havmor Rajbhog Ice Cream',\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Nuts (Cashews, Almonds, Pistachios)',\n",
+       "   'Liquid Glucose',\n",
+       "   'Cardamom',\n",
+       "   'Saffron',\n",
+       "   'Rose Syrup',\n",
+       "   'Permitted Stabilizers & Emulsifiers'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '240',\n",
+       "   'protein': '5.5',\n",
+       "   'carbohydrate': '26',\n",
+       "   'total_fat': '13',\n",
+       "   'total_sugars': '21',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8908257432334'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Naturals Tender Coconut Ice Cream',\n",
+       "  'ingredients': ['Milk',\n",
+       "   'Sugar',\n",
+       "   'Tender Coconut Pulp',\n",
+       "   'Cream',\n",
+       "   'Milk Solids',\n",
+       "   'Stabilizers'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '180',\n",
+       "   'protein': '3',\n",
+       "   'carbohydrate': '20',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '18',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8905190868268'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Baskin Robbins Mississippi Mud',\n",
+       "  'ingredients': ['Cream',\n",
+       "   'Nonfat Milk',\n",
+       "   'Fudge Ribbon (Corn Syrup, Water, Sugar, Cocoa Processed with Alkali, Modified Corn Starch, Salt, Natural Flavor)',\n",
+       "   'Chocolate Flavored Chips',\n",
+       "   'Sugar',\n",
+       "   'Corn Syrup',\n",
+       "   'Cocoa Processed with Alkali',\n",
+       "   'Whey Powder',\n",
+       "   'Stabilizer/Emulsifier Blend'],\n",
+       "  'allergy_info': ['Dairy', 'Others'],\n",
+       "  'nutrition': {'energy': '300',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '35',\n",
+       "   'total_fat': '17',\n",
+       "   'total_sugars': '28',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8904459442072'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Amul Chocolate Brownie Ice Cream',\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Brownie Pieces (Wheat Flour, Sugar, Cocoa Solids, Butter, Eggs)',\n",
+       "   'Chocolate Sauce',\n",
+       "   'Cocoa Solids',\n",
+       "   'Permitted Emulsifiers and Stabilizers'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Egg'],\n",
+       "  'nutrition': {'energy': '250',\n",
+       "   'protein': '5',\n",
+       "   'carbohydrate': '30',\n",
+       "   'total_fat': '12',\n",
+       "   'total_sugars': '24',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '7',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8906297753617'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Kwality Walls Black Currant Ice Cream',\n",
+       "  'ingredients': ['Water',\n",
+       "   'Sugar',\n",
+       "   'Milk Solids',\n",
+       "   'Palm Oil',\n",
+       "   'Black Currant Fruit Preparation',\n",
+       "   'Liquid Glucose',\n",
+       "   'Emulsifier',\n",
+       "   'Stabilizers',\n",
+       "   'Citric Acid',\n",
+       "   'Permitted Synthetic Food Colours & Added Flavours'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '180',\n",
+       "   'protein': '2',\n",
+       "   'carbohydrate': '25',\n",
+       "   'total_fat': '8',\n",
+       "   'total_sugars': '20',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8906206897357'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Vadilal Flingo Cone - Butterscotch',\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Wafer Cone (Wheat Flour, Sugar, Palm Oil, Emulsifier)',\n",
+       "   'Sugar',\n",
+       "   'Compound Coating',\n",
+       "   'Butterscotch Confectionery',\n",
+       "   'Palm Oil',\n",
+       "   'Liquid Glucose',\n",
+       "   'Emulsifier',\n",
+       "   'Stabilizers',\n",
+       "   'Artificial Flavours'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'nutrition': {'energy': '280',\n",
+       "   'protein': '3.5',\n",
+       "   'carbohydrate': '35',\n",
+       "   'total_fat': '14',\n",
+       "   'total_sugars': '22',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '9',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8909822687562'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Mother Dairy Fruit & Nut Ice Cream',\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Candied Fruits (Papaya pieces)',\n",
+       "   'Nuts (Cashew, Almond, Raisin)',\n",
+       "   'Liquid Glucose',\n",
+       "   'Permitted Emulsifiers and Stabilizers'],\n",
+       "  'allergy_info': ['Dairy', 'Sulphites', 'Nuts'],\n",
+       "  'nutrition': {'energy': '220',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '28',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '23',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8905507755250'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Havmor American Nuts Ice Cream',\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Nuts (Almonds, Cashews, Pistachios)',\n",
+       "   'Caramel Sauce',\n",
+       "   'Liquid Glucose',\n",
+       "   'Permitted Emulsifiers and Stabilizers',\n",
+       "   'Artificial Flavours'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '260',\n",
+       "   'protein': '5',\n",
+       "   'carbohydrate': '29',\n",
+       "   'total_fat': '14',\n",
+       "   'total_sugars': '22',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8901357502877'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': \"Nirula's Hot Chocolate Fudge Ice Cream\",\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Hot Chocolate Fudge Sauce (Sugar, Water, Cocoa Solids, Milk Solids, Stabilizers)',\n",
+       "   'Cashew Nuts',\n",
+       "   'Liquid Glucose',\n",
+       "   'Emulsifiers',\n",
+       "   'Stabilizers'],\n",
+       "  'allergy_info': ['Dairy', 'Nuts'],\n",
+       "  'nutrition': {'energy': '270',\n",
+       "   'protein': '5',\n",
+       "   'carbohydrate': '32',\n",
+       "   'total_fat': '14',\n",
+       "   'total_sugars': '26',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8909662900296'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': 'Creambell Sachmuch Aam Ice Cream',\n",
+       "  'ingredients': ['Milk Solids',\n",
+       "   'Sugar',\n",
+       "   'Mango Pulp',\n",
+       "   'Liquid Glucose',\n",
+       "   'Permitted Emulsifiers and Stabilizers',\n",
+       "   'Citric Acid',\n",
+       "   'Artificial Mango Flavor',\n",
+       "   'Permitted Food Colours'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '190',\n",
+       "   'protein': '3',\n",
+       "   'carbohydrate': '26',\n",
+       "   'total_fat': '8',\n",
+       "   'total_sugars': '22',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8908583703177'},\n",
+       " {'item_category': 'SWEETS',\n",
+       "  'item_name': \"Giani's Gulkand Ice Cream\",\n",
+       "  'ingredients': ['Milk',\n",
+       "   'Sugar',\n",
+       "   'Cream',\n",
+       "   'Gulkand (Rose Petal Preserve)',\n",
+       "   'Milk Solids',\n",
+       "   'Stabilizers',\n",
+       "   'Emulsifiers',\n",
+       "   'Cardamom'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '215',\n",
+       "   'protein': '4',\n",
+       "   'carbohydrate': '27',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '24',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '6.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8909586304446'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'MTR Minute Fresh Lemon Rice Poha',\n",
+       "  'ingredients': ['Rice Flakes (Poha)',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Peanuts',\n",
+       "   'Lemon Juice Powder',\n",
+       "   'Mustard Seeds',\n",
+       "   'Curry Leaves',\n",
+       "   'Turmeric Powder',\n",
+       "   'Green Chilli',\n",
+       "   'Acidity Regulator (Citric Acid)'],\n",
+       "  'allergy_info': ['Nuts', 'Mustard'],\n",
+       "  'nutrition': {'energy': '380',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '65',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8900633980040'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Tata Q Hot & Spicy Schezwan Rice with Veggies',\n",
+       "  'ingredients': ['Cooked Rice',\n",
+       "   'Vegetables (Carrot, French Beans, Capsicum)',\n",
+       "   'Schezwan Sauce (Water, Ginger, Garlic, Chilli, Celery, Soy Sauce, Vinegar, Sugar, Salt, Spices)',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Soya', 'Others'],\n",
+       "  'nutrition': {'energy': '250',\n",
+       "   'protein': '5',\n",
+       "   'carbohydrate': '45',\n",
+       "   'total_fat': '5',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8907336265610'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Gits Ready Meals Veg Pulao',\n",
+       "  'ingredients': ['Basmati Rice',\n",
+       "   'Vegetables (Carrot, French Beans, Green Peas)',\n",
+       "   'Onion',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Ginger',\n",
+       "   'Garlic',\n",
+       "   'Spices (Cumin, Clove, Cardamom, Cinnamon, Bay Leaf)',\n",
+       "   'Mint Leaves'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '280',\n",
+       "   'protein': '6',\n",
+       "   'carbohydrate': '50',\n",
+       "   'total_fat': '6',\n",
+       "   'total_sugars': '2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8906156457618'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'The Taste Company Rajma Chawal',\n",
+       "  'ingredients': ['Basmati Rice',\n",
+       "   'Rajma (Kidney Beans)',\n",
+       "   'Tomato',\n",
+       "   'Onion',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Ginger',\n",
+       "   'Garlic',\n",
+       "   'Salt',\n",
+       "   'Spices (Coriander, Cumin, Turmeric, Garam Masala, Chilli)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '320',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '55',\n",
+       "   'total_fat': '6',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8901163791076'},\n",
+       " {'item_category': 'MISCELLANEOUS',\n",
+       "  'item_name': 'Kitchens of India Yakhni Pulao',\n",
+       "  'ingredients': ['Basmati Rice',\n",
+       "   'Chicken Pieces',\n",
+       "   'Yogurt',\n",
+       "   'Onion',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Ginger',\n",
+       "   'Garlic',\n",
+       "   'Salt',\n",
+       "   'Spices (Fennel, Cardamom, Clove, Cinnamon, Mace, Nutmeg)',\n",
+       "   'Mint Leaves',\n",
+       "   'Kewra Water'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '350',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '48',\n",
+       "   'total_fat': '12',\n",
+       "   'total_sugars': '2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8907049911200'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Quaker Oats Homestyle Masala',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices & Condiments (Onion, Garlic, Turmeric, Chilli, Coriander, Cumin)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Dehydrated Vegetables (Carrot, Peas)',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Hydrolyzed Vegetable Protein',\n",
+       "   'Flavour Enhancers'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '390',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '68',\n",
+       "   'total_fat': '7',\n",
+       "   'total_sugars': '5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8908857071803'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"Bagrry's Masala Oats - Tangy Tomato\",\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices and Condiments (Tomato Powder, Onion, Garlic, Chilli)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Dehydrated Vegetables (Tomato Flakes)',\n",
+       "   'Hydrolyzed Vegetable Protein',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '385',\n",
+       "   'protein': '11',\n",
+       "   'carbohydrate': '70',\n",
+       "   'total_fat': '6',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8903986950647'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"Kellogg's Oats - Cheesy Masala\",\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Cheese Powder',\n",
+       "   'Spices & Condiments (Onion, Garlic, Pepper)',\n",
+       "   'Milk Solids',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Hydrolyzed Vegetable Protein',\n",
+       "   'Flavour Enhancers'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '410',\n",
+       "   'protein': '13',\n",
+       "   'carbohydrate': '65',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8907137471418'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Saffola Masala Oats - Veggie Twist',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Dehydrated Vegetables (Carrot, Onion, Green Peas, French Beans)',\n",
+       "   'Spices & Condiments',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Hydrolyzed Vegetable Protein (Soya)',\n",
+       "   'Flavour Enhancers'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '375',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '71',\n",
+       "   'total_fat': '5',\n",
+       "   'total_sugars': '6.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8906567863893'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'True Elements Masala Oats - Pav Bhaji',\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Spices & Condiments (Pav Bhaji Masala, Chilli, Turmeric)',\n",
+       "   'Dehydrated Vegetables (Potato, Onion, Tomato, Peas)',\n",
+       "   'Salt',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Jaggery Powder'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '395',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '66',\n",
+       "   'total_fat': '8',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8909877932969'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Nutriorg Certified Organic Masala Oats',\n",
+       "  'ingredients': ['Organic Rolled Oats',\n",
+       "   'Organic Spices (Turmeric, Cumin, Coriander, Chilli)',\n",
+       "   'Organic Dehydrated Vegetables (Onion, Garlic)',\n",
+       "   'Pink Salt',\n",
+       "   'Organic Jaggery'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '370',\n",
+       "   'protein': '11',\n",
+       "   'carbohydrate': '68',\n",
+       "   'total_fat': '5',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8908694751210'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Disano Oats - Masala',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Maltodextrin',\n",
+       "   'Spices & Condiments',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Dehydrated Vegetables',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Hydrolyzed Vegetable Protein',\n",
+       "   'Flavour Enhancers'],\n",
+       "  'allergy_info': ['Whear', 'Soy', 'Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '388',\n",
+       "   'protein': '10.5',\n",
+       "   'carbohydrate': '70',\n",
+       "   'total_fat': '6.5',\n",
+       "   'total_sugars': '5.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8901266624479'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Eco Valley Homestyle Masala Oats',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Seasoning (Spices, Salt, Sugar, Dehydrated Vegetables, Flavour Enhancers)',\n",
+       "   'Edible Vegetable Oil'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '392',\n",
+       "   'protein': '11.5',\n",
+       "   'carbohydrate': '69',\n",
+       "   'total_fat': '7',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8905765437097'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Yogabar Veggie Masala Oats',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Seeds (Pumpkin, Chia)',\n",
+       "   'Dehydrated Vegetables (Carrot, Beans, Peas)',\n",
+       "   'Spices & Condiments',\n",
+       "   'Salt',\n",
+       "   'Jaggery Powder',\n",
+       "   'Edible Vegetable Oil'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '400',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '67',\n",
+       "   'total_fat': '8',\n",
+       "   'total_sugars': '4.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8901783274041'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Slurrp Farm Mighty Masala Oats',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Ragi',\n",
+       "   'Jowar',\n",
+       "   'Natural Vegetable Powders (Carrot, Tomato, Spinach)',\n",
+       "   'Spices & Herbs (Coriander, Turmeric, Cumin, Onion, Garlic)',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '360',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '70',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '2',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8907731816141'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Monsoon Harvest Instant Oats - Lemony Vegetable',\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Dehydrated Vegetables (Carrot, Cabbage, Bell Pepper)',\n",
+       "   'Spices & Herbs (Lemon Powder, Mint, Ginger, Green Chilli)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '380',\n",
+       "   'protein': '11',\n",
+       "   'carbohydrate': '69',\n",
+       "   'total_fat': '6',\n",
+       "   'total_sugars': '5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8902395008178'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Patanjali Masala Oats',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices & Condiments',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Dehydrated Vegetables',\n",
+       "   'Hydrolyzed Vegetable Protein',\n",
+       "   'Flavour Enhancer'],\n",
+       "  'allergy_info': ['Gluten', 'Others'],\n",
+       "  'nutrition': {'energy': '385',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '70',\n",
+       "   'total_fat': '6',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8909305339568'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Saffola Masala Oats - Lemony Twist',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices & Condiments (Lemon Powder, Coriander, Turmeric)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Dehydrated Vegetables',\n",
+       "   'Hydrolyzed Vegetable Protein (Soya)',\n",
+       "   'Acidity Regulator'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '378',\n",
+       "   'protein': '10.5',\n",
+       "   'carbohydrate': '71',\n",
+       "   'total_fat': '5.2',\n",
+       "   'total_sugars': '6.2',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8903250474503'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Quaker Oats - Lemony Veggie Mix',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices & Condiments (Lemon Powder, Ginger, Garlic)',\n",
+       "   'Dehydrated Vegetables (Carrot, Peas, Corn)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Hydrolyzed Vegetable Protein',\n",
+       "   'Flavour Enhancers'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '385',\n",
+       "   'protein': '11',\n",
+       "   'carbohydrate': '69',\n",
+       "   'total_fat': '6.5',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8902656502216'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"Bagrry's Masala Oats - Classic Homestyle\",\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices & Condiments (Onion, Garlic, Turmeric, Chilli, Cumin)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Dehydrated Vegetables (Carrot)',\n",
+       "   'Hydrolyzed Vegetable Protein'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '380',\n",
+       "   'protein': '11',\n",
+       "   'carbohydrate': '69',\n",
+       "   'total_fat': '6',\n",
+       "   'total_sugars': '5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8906627958484'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"Kellogg's Oats - Tomato Salsa\",\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices & Condiments (Tomato Powder, Onion, Garlic, Paprika)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Dehydrated Vegetables (Tomato, Bell Pepper)',\n",
+       "   'Acidity Regulator',\n",
+       "   'Flavour Enhancers'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '395',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '68',\n",
+       "   'total_fat': '7.5',\n",
+       "   'total_sugars': '7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8901653802374'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Saffola Masala Oats - Curry & Pepper',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Spices & Condiments (Black Pepper, Curry Leaves, Mustard, Cumin)',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Dehydrated Vegetables (Onion)',\n",
+       "   'Hydrolyzed Vegetable Protein (Soya)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya', 'Mustard'],\n",
+       "  'nutrition': {'energy': '382',\n",
+       "   'protein': '10.8',\n",
+       "   'carbohydrate': '70',\n",
+       "   'total_fat': '5.8',\n",
+       "   'total_sugars': '5.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8900219868830'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'True Elements Chatpata Masala Oats',\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Spices & Condiments (Chaat Masala, Amchur, Chilli)',\n",
+       "   'Dehydrated Onion',\n",
+       "   'Dehydrated Tomato',\n",
+       "   'Black Salt',\n",
+       "   'Jaggery Powder',\n",
+       "   'Edible Vegetable Oil'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '390',\n",
+       "   'protein': '11.5',\n",
+       "   'carbohydrate': '67',\n",
+       "   'total_fat': '7',\n",
+       "   'total_sugars': '3.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8904323600492'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Disano Oats - Veggie Delight',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Maltodextrin',\n",
+       "   'Dehydrated Vegetables (Carrot, Peas, Corn)',\n",
+       "   'Spices & Condiments',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Hydrolyzed Vegetable Protein',\n",
+       "   'Flavour Enhancers'],\n",
+       "  'allergy_info': ['Wheat', 'Soy', 'Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '380',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '72',\n",
+       "   'total_fat': '5.5',\n",
+       "   'total_sugars': '6',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8907930934820'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Yogabar Masala Oats - Cheesy Italia',\n",
+       "  'ingredients': ['Oats',\n",
+       "   'Seeds (Pumpkin, Chia)',\n",
+       "   'Cheese Powder',\n",
+       "   'Spices & Herbs (Oregano, Basil, Garlic, Pepper)',\n",
+       "   'Dehydrated Vegetables (Bell Pepper, Onion)',\n",
+       "   'Salt',\n",
+       "   'Jaggery Powder'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '415',\n",
+       "   'protein': '13',\n",
+       "   'carbohydrate': '64',\n",
+       "   'total_fat': '11',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8906429327877'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Dabur Chyawanprash - Awaleha',\n",
+       "  'ingredients': ['Amla',\n",
+       "   'Dashmool',\n",
+       "   'Bilva',\n",
+       "   'Agnimantha',\n",
+       "   'Pippali',\n",
+       "   'Ghee',\n",
+       "   'Honey',\n",
+       "   'Sugar',\n",
+       "   'Various other herbs'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '30',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '7',\n",
+       "   'total_fat': '0.2',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8904739110585'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Baidyanath Chyawanprash Special',\n",
+       "  'ingredients': ['Amla Pulp',\n",
+       "   'Sugar',\n",
+       "   'Honey',\n",
+       "   'Ghee',\n",
+       "   'Kesar (Saffron)',\n",
+       "   'Ashwagandha',\n",
+       "   'Shatavari',\n",
+       "   'Herbal Extracts'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '32',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '7.5',\n",
+       "   'total_fat': '0.25',\n",
+       "   'total_sugars': '4.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.15',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8909225848362'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Himalaya Ashvagandha Tablets',\n",
+       "  'ingredients': ['Ashvagandha (Withania somnifera) root extract'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '2',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0.4',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8902523425693'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Patanjali Shilajit Capsule',\n",
+       "  'ingredients': ['Shilajit Extract', 'Amla Extract'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '3',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '0.6',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8901331546262'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Zandu Kesari Jivan - Fit for Diabetic',\n",
+       "  'ingredients': ['Amla',\n",
+       "   'Ashwagandha',\n",
+       "   'Saffron',\n",
+       "   'Herbal extracts',\n",
+       "   'Sweetener (Sucralose/Maltitol)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '15',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '4',\n",
+       "   'total_fat': '0.1',\n",
+       "   'total_sugars': '0.2',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8901543677365'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Organic India Tulsi Green Tea Classic',\n",
+       "  'ingredients': ['Organic Green Tea Leaves',\n",
+       "   'Organic Krishna Tulsi',\n",
+       "   'Organic Rama Tulsi',\n",
+       "   'Organic Vana Tulsi'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '1',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0.2',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 5.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8901908912094'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'HealthVit Omega 3 Fish Oil Capsules',\n",
+       "  'ingredients': ['Fish Oil Concentrate (providing EPA & DHA)',\n",
+       "   'Gelatin Capsule Shell'],\n",
+       "  'allergy_info': ['Fish and Shellfish'],\n",
+       "  'nutrition': {'energy': '10',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '1',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8906529894071'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Revital H Woman Tablets',\n",
+       "  'ingredients': ['Vitamins (A, B complex, C, D, E, K)',\n",
+       "   'Minerals (Iron, Zinc, Calcium, Magnesium etc.)',\n",
+       "   'Ginseng Root Extract'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '5',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '1',\n",
+       "   'total_fat': '0.1',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8906674741534'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Cipla Maxirich Multivitamin & Minerals Softgel',\n",
+       "  'ingredients': ['Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Soybean Oil',\n",
+       "   'Gelatin',\n",
+       "   'Glycerin',\n",
+       "   'Sorbitol'],\n",
+       "  'allergy_info': ['Soya'],\n",
+       "  'nutrition': {'energy': '8',\n",
+       "   'protein': '0.2',\n",
+       "   'carbohydrate': '0.5',\n",
+       "   'total_fat': '0.6',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8901783212593'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Shelcal 500 Calcium + Vitamin D3 Tablets',\n",
+       "  'ingredients': ['Calcium Carbonate (from Oyster Shell)', 'Vitamin D3'],\n",
+       "  'allergy_info': ['Fish and Shellfish'],\n",
+       "  'nutrition': {'energy': '2',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0.5',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.5,\n",
+       "  'barcode': '8907322703645'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Dabur Honitus Honey-Based Cough Syrup',\n",
+       "  'ingredients': ['Honey',\n",
+       "   'Tulsi',\n",
+       "   'Mulethi',\n",
+       "   'Banaphsa',\n",
+       "   'Kantakari',\n",
+       "   'Talispatra',\n",
+       "   'Sunthi',\n",
+       "   'Pippali'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '25',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '6',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '5.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8902490702889'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Hamdard Safi - Natural Blood Purifier',\n",
+       "  'ingredients': ['Sana',\n",
+       "   'Sheesham',\n",
+       "   'Sandal',\n",
+       "   'Gilo',\n",
+       "   'Harar',\n",
+       "   'Chiraita',\n",
+       "   'Nilkanthi',\n",
+       "   'Neem',\n",
+       "   'Tulsi',\n",
+       "   'Sugar Base'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '20',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '5',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '4.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8909223408629'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Baidyanath Giloy Ghan Bati',\n",
+       "  'ingredients': ['Giloy (Tinospora cordifolia) Stem Extract'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '3',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0.7',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8908297298051'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Patanjali Divya Swasari Pravahi (Ayurvedic Cough Syrup)',\n",
+       "  'ingredients': ['Mulethi',\n",
+       "   'Kateri Chhoti',\n",
+       "   'Kala Vasa',\n",
+       "   'Safed Vasa',\n",
+       "   'Banfsa',\n",
+       "   'Tulsi Desi',\n",
+       "   'Dalchini',\n",
+       "   'Lavang',\n",
+       "   'Sonth',\n",
+       "   'Tejpatra',\n",
+       "   'Amaltas',\n",
+       "   'Sugar'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '22',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '5.5',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8905197346714'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Himalaya Liv.52 DS Tablets (Liver Support)',\n",
+       "  'ingredients': ['Himsra (Capparis spinosa)',\n",
+       "   'Kasani (Cichorium intybus)',\n",
+       "   'Mandur bhasma',\n",
+       "   'Kakamachi (Solanum nigrum)',\n",
+       "   'Arjuna (Terminalia arjuna)',\n",
+       "   'Kasamarda (Cassia occidentalis)',\n",
+       "   'Biranjasipha (Achillea millefolium)',\n",
+       "   'Jhavuka (Tamarix gallica)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '4',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '0.8',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8905339922172'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'Wow Life Science Omega-3 Capsules',\n",
+       "  'ingredients': ['Fish Oil (Sardine)',\n",
+       "   'Gelatin Capsule Shell',\n",
+       "   'Glycerin',\n",
+       "   'Sorbitol'],\n",
+       "  'allergy_info': ['Fish and Shellfish'],\n",
+       "  'nutrition': {'energy': '11',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '0.1',\n",
+       "   'total_fat': '1.1',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0.1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8906347566990'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'MuscleTech Platinum Multivitamin Tablets',\n",
+       "  'ingredients': ['Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Amino Support Matrix',\n",
+       "   'Herbal Matrix',\n",
+       "   'Enzyme Complex',\n",
+       "   'Microcrystalline Cellulose',\n",
+       "   'Croscarmellose Sodium',\n",
+       "   'Stearic Acid',\n",
+       "   'Coating',\n",
+       "   'Magnesium Stearate',\n",
+       "   'Silicon Dioxide'],\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'nutrition': {'energy': '5',\n",
+       "   'protein': '0',\n",
+       "   'carbohydrate': '1',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8904287528115'},\n",
+       " {'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Kapiva Thar Aloe Vera Juice',\n",
+       "  'ingredients': ['Aloe Vera (Aloe barbadensis) Juice'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '5',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '1',\n",
+       "   'total_fat': '0',\n",
+       "   'total_sugars': '0.5',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8901114645007'},\n",
+       " {'item_category': 'HEALTH-SUPPLEMENT',\n",
+       "  'item_name': 'TrueBasics Multivit Men Tablets',\n",
+       "  'ingredients': ['Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Amino Acids',\n",
+       "   'Energy Blend (Ginseng, Ashwagandha)',\n",
+       "   'Antioxidant Blend (Grape Seed Extract)',\n",
+       "   'Brain Blend (Ginkgo Biloba)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '6',\n",
+       "   'protein': '0.1',\n",
+       "   'carbohydrate': '1.2',\n",
+       "   'total_fat': '0.1',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.5,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8908305248405'},\n",
+       " {'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'Sri Sri Tattva Ojasvita Malt Drink - Chocolate',\n",
+       "  'ingredients': ['Malt Extract (Barley)',\n",
+       "   'Sugar',\n",
+       "   'Milk Solids',\n",
+       "   'Cocoa Powder',\n",
+       "   'Herbal Extracts (Ashwagandha, Brahmi, Shankapushpi)',\n",
+       "   'Vitamins',\n",
+       "   'Minerals'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten'],\n",
+       "  'nutrition': {'energy': '380',\n",
+       "   'protein': '8',\n",
+       "   'carbohydrate': '80',\n",
+       "   'total_fat': '2.5',\n",
+       "   'total_sugars': '40',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8903590886714'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'Mother Dairy Paneer Block',\n",
+       "  'ingredients': ['Milk Solids', 'Citric Acid'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '310',\n",
+       "   'protein': '18',\n",
+       "   'carbohydrate': '4',\n",
+       "   'total_fat': '25',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '15',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8900556478839'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'Amul Malai Paneer Cubes',\n",
+       "  'ingredients': ['Milk Solids', 'Citric Acid'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '320',\n",
+       "   'protein': '17',\n",
+       "   'carbohydrate': '5',\n",
+       "   'total_fat': '26',\n",
+       "   'total_sugars': '5',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '16',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8902831180635'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'Nandini Paneer',\n",
+       "  'ingredients': ['Milk Solids', 'Acidulant (Citric Acid)'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '300',\n",
+       "   'protein': '16',\n",
+       "   'carbohydrate': '4.5',\n",
+       "   'total_fat': '24',\n",
+       "   'total_sugars': '4.5',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '14',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8901411063153'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'Gowardhan Fresh Paneer',\n",
+       "  'ingredients': ['Milk Solids', 'Citric Acid'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '315',\n",
+       "   'protein': '17.5',\n",
+       "   'carbohydrate': '4',\n",
+       "   'total_fat': '25.5',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '15.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8909582048108'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'iD Fresh Malabar Parota with Paneer Butter Masala',\n",
+       "  'ingredients': ['Paneer Butter Masala: Paneer, Tomato, Onion, Cashew Nut Paste, Cream, Butter, Spices...',\n",
+       "   'Malabar Parota: Wheat Flour, Water, Edible Vegetable Oil, Salt...'],\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '450',\n",
+       "   'protein': '15',\n",
+       "   'carbohydrate': '40',\n",
+       "   'total_fat': '25',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '12',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8906692744609'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': \"Haldiram's Minute Khana Paneer Tikka\",\n",
+       "  'ingredients': ['Paneer',\n",
+       "   'Yogurt',\n",
+       "   'Spices (Tandoori Masala, Chilli, Turmeric)',\n",
+       "   'Gram Flour',\n",
+       "   'Ginger Garlic Paste',\n",
+       "   'Mustard Oil',\n",
+       "   'Lemon Juice',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': ['Dairy', 'Mustard'],\n",
+       "  'nutrition': {'energy': '280',\n",
+       "   'protein': '15',\n",
+       "   'carbohydrate': '8',\n",
+       "   'total_fat': '20',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '10',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8905157746783'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'Kwality Paneer Block',\n",
+       "  'ingredients': ['Milk Solids', 'Citric Acid'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '305',\n",
+       "   'protein': '17',\n",
+       "   'carbohydrate': '4.2',\n",
+       "   'total_fat': '24.5',\n",
+       "   'total_sugars': '4.2',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '14.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8905401555260'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'Verka Paneer',\n",
+       "  'ingredients': ['Milk Solids', 'Citric Acid'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '312',\n",
+       "   'protein': '16.5',\n",
+       "   'carbohydrate': '4.8',\n",
+       "   'total_fat': '25',\n",
+       "   'total_sugars': '4.8',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '15',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8909372111494'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'Paras Paneer',\n",
+       "  'ingredients': ['Milk Solids', 'Citric Acid'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '308',\n",
+       "   'protein': '17',\n",
+       "   'carbohydrate': '4.5',\n",
+       "   'total_fat': '24.8',\n",
+       "   'total_sugars': '4.5',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '14.8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8900940330583'},\n",
+       " {'item_category': 'PANEER',\n",
+       "  'item_name': 'Vita Paneer',\n",
+       "  'ingredients': ['Milk Solids', 'Citric Acid'],\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrition': {'energy': '310',\n",
+       "   'protein': '16.8',\n",
+       "   'carbohydrate': '4.6',\n",
+       "   'total_fat': '25',\n",
+       "   'total_sugars': '4.6',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '15',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.0,\n",
+       "  'barcode': '8907373773161'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Godrej Real Good Chicken Seekh Kebab',\n",
+       "  'ingredients': ['Chicken Meat',\n",
+       "   'Onion',\n",
+       "   'Spices and Condiments',\n",
+       "   'Breadcrumbs',\n",
+       "   'Ginger Garlic Paste',\n",
+       "   'Green Chilli',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Salt',\n",
+       "   'Stabilizer (INS 451)'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '180',\n",
+       "   'protein': '15',\n",
+       "   'carbohydrate': '8',\n",
+       "   'total_fat': '9',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8903742667581'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': \"Venky's Chicken Nuggets\",\n",
+       "  'ingredients': ['Chicken Meat',\n",
+       "   'Water',\n",
+       "   'Breadcrumbs (Wheat Flour, Yeast, Salt)',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Maida',\n",
+       "   'Spices & Condiments',\n",
+       "   'Salt',\n",
+       "   'Soy Protein Isolate',\n",
+       "   'Stabilizer (INS 451)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '250',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '15',\n",
+       "   'total_fat': '15',\n",
+       "   'total_sugars': '0.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8908611204232'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Sumeru Frozen Prawns - Medium',\n",
+       "  'ingredients': ['Prawns',\n",
+       "   'Water (as protective ice glaze)',\n",
+       "   'Salt',\n",
+       "   'Stabilizer (INS 451)'],\n",
+       "  'allergy_info': ['Fish and Shellfish'],\n",
+       "  'nutrition': {'energy': '90',\n",
+       "   'protein': '20',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '1',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.0,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8903351106648'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'ITC Master Chef Fish Fingers',\n",
+       "  'ingredients': ['Fish Fillet',\n",
+       "   'Batter (Wheat Flour, Corn Starch, Salt, Spices)',\n",
+       "   'Breadcrumbs (Wheat Flour, Yeast, Salt)',\n",
+       "   'Edible Vegetable Oil'],\n",
+       "  'allergy_info': ['Gluten', 'Fish and Shellfish'],\n",
+       "  'nutrition': {'energy': '230',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '18',\n",
+       "   'total_fat': '12',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8902442019126'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Meatzza Chicken Salami - Plain',\n",
+       "  'ingredients': ['Chicken Meat',\n",
+       "   'Water',\n",
+       "   'Spices & Condiments',\n",
+       "   'Salt',\n",
+       "   'Soy Protein Isolate',\n",
+       "   'Stabilizer (INS 451)',\n",
+       "   'Preservative (INS 250)'],\n",
+       "  'allergy_info': ['Soya'],\n",
+       "  'nutrition': {'energy': '200',\n",
+       "   'protein': '14',\n",
+       "   'carbohydrate': '3',\n",
+       "   'total_fat': '15',\n",
+       "   'total_sugars': '0.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8906617225398'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Prasuma Chicken Momos',\n",
+       "  'ingredients': ['Wrapper (Refined Wheat Flour, Water, Salt)',\n",
+       "   'Filling (Chicken Meat, Onion, Ginger, Garlic, Spices, Soy Sauce, Edible Vegetable Oil)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '210',\n",
+       "   'protein': '10',\n",
+       "   'carbohydrate': '25',\n",
+       "   'total_fat': '8',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8901508148602'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Al Kabeer Chicken Shami Kebab',\n",
+       "  'ingredients': ['Chicken Meat',\n",
+       "   'Split Bengal Gram (Chana Dal)',\n",
+       "   'Onion',\n",
+       "   'Ginger',\n",
+       "   'Garlic',\n",
+       "   'Spices',\n",
+       "   'Green Chilli',\n",
+       "   'Mint Leaves',\n",
+       "   'Coriander Leaves',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Salt'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '190',\n",
+       "   'protein': '16',\n",
+       "   'carbohydrate': '12',\n",
+       "   'total_fat': '9',\n",
+       "   'total_sugars': '1.5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '3.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8907570051871'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Gadre Marine Surimi Crab Sticks',\n",
+       "  'ingredients': ['Fish Meat (Surimi)',\n",
+       "   'Water',\n",
+       "   'Starch (Tapioca, Wheat)',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Soybean Oil',\n",
+       "   'Crab Extract',\n",
+       "   'Crab Flavour',\n",
+       "   'Egg White Powder',\n",
+       "   'Stabilizer',\n",
+       "   'Colour (INS 160c, INS 120)'],\n",
+       "  'allergy_info': ['Egg', 'Gluten', 'Soya', 'Fish and Shellfish'],\n",
+       "  'nutrition': {'energy': '110',\n",
+       "   'protein': '8',\n",
+       "   'carbohydrate': '15',\n",
+       "   'total_fat': '2',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8902711310527'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Zorabian Chicken Breast Boneless',\n",
+       "  'ingredients': ['Chicken Breast Meat'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '165',\n",
+       "   'protein': '31',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '3.6',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 5.0,\n",
+       "  'HEALTH_IMPACT_RATING': 5.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 5.0,\n",
+       "  'barcode': '8908228828128'},\n",
+       " {'item_category': 'MEAT/SEAFOOD',\n",
+       "  'item_name': 'Cambay Tiger Basa Fillet',\n",
+       "  'ingredients': ['Basa Fish Fillet', 'Water (as protective ice glaze)'],\n",
+       "  'allergy_info': ['Fish and Shellfish'],\n",
+       "  'nutrition': {'energy': '90',\n",
+       "   'protein': '18',\n",
+       "   'carbohydrate': '0',\n",
+       "   'total_fat': '2',\n",
+       "   'total_sugars': '0',\n",
+       "   'added_sugars': '0',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': False,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 4.5,\n",
+       "  'HEALTH_IMPACT_RATING': 4.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 4.5,\n",
+       "  'barcode': '8902571701312'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"Kellogg's Corn Flakes - Original\",\n",
+       "  'ingredients': ['Corn Grits',\n",
+       "   'Sugar',\n",
+       "   'Malt Extract',\n",
+       "   'Iodized Salt',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Antioxidant (INS 320)'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '380',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '84',\n",
+       "   'total_fat': '0.8',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.5,\n",
+       "  'barcode': '8901597083235'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"Bagrry's Crunchy Muesli - Fruit & Nut with Cranberries\",\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Whole Wheat Flakes',\n",
+       "   'Corn Flakes',\n",
+       "   'Raisins',\n",
+       "   'Almonds',\n",
+       "   'Cranberries',\n",
+       "   'Honey',\n",
+       "   'Sugar',\n",
+       "   'Invert Syrup',\n",
+       "   'Wheat Bran',\n",
+       "   'Oat Bran',\n",
+       "   'Antioxidant (INS 306)'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '400',\n",
+       "   'protein': '9',\n",
+       "   'carbohydrate': '75',\n",
+       "   'total_fat': '8',\n",
+       "   'total_sugars': '18',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8900154484560'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"Kellogg's Chocos - Moons & Stars\",\n",
+       "  'ingredients': ['Wheat Solids (Wheat Flour, Corn Flour)',\n",
+       "   'Sugar',\n",
+       "   'Cocoa Solids',\n",
+       "   'Minerals',\n",
+       "   'Edible Vegetable Oil (Palmolein)',\n",
+       "   'Malt Extract',\n",
+       "   'Iodized Salt',\n",
+       "   'Vitamins',\n",
+       "   'Antioxidant (INS 320)'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '390',\n",
+       "   'protein': '8',\n",
+       "   'carbohydrate': '82',\n",
+       "   'total_fat': '3.5',\n",
+       "   'total_sugars': '30',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8905962673298'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Soulfull Ragi Bites - Choco Fills',\n",
+       "  'ingredients': ['Ragi Flour',\n",
+       "   'Rice Flour',\n",
+       "   'Sugar',\n",
+       "   'Choco Filling (Sugar, Edible Vegetable Fat, Cocoa Solids, Milk Solids, Emulsifier)',\n",
+       "   'Bengal Gram Dal Flour',\n",
+       "   'Cocoa Solids',\n",
+       "   'Iodized Salt',\n",
+       "   'Stabilizer',\n",
+       "   'Vitamins',\n",
+       "   'Minerals'],\n",
+       "  'allergy_info': ['Dairy', 'Others'],\n",
+       "  'nutrition': {'energy': '430',\n",
+       "   'protein': '6',\n",
+       "   'carbohydrate': '78',\n",
+       "   'total_fat': '11',\n",
+       "   'total_sugars': '28',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8907395722109'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Nestle Koko Krunch Breakfast Cereal',\n",
+       "  'ingredients': ['Whole Wheat Flour',\n",
+       "   'Sugar',\n",
+       "   'Corn Grits',\n",
+       "   'Glucose Syrup',\n",
+       "   'Cocoa Powder',\n",
+       "   'Palm Oil',\n",
+       "   'Minerals',\n",
+       "   'Iodized Salt',\n",
+       "   'Emulsifier (Soya Lecithin)',\n",
+       "   'Vitamins',\n",
+       "   'Antioxidant (307b)'],\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
+       "  'nutrition': {'energy': '385',\n",
+       "   'protein': '7.5',\n",
+       "   'carbohydrate': '80',\n",
+       "   'total_fat': '4',\n",
+       "   'total_sugars': '28',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1.8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8908476140638'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'MTR 3 Minute Breakfast Poha',\n",
+       "  'ingredients': ['Rice Flakes (Poha)',\n",
+       "   'Edible Vegetable Oil (Palmolein)',\n",
+       "   'Sugar',\n",
+       "   'Iodised Salt',\n",
+       "   'Onion Flakes',\n",
+       "   'Mustard',\n",
+       "   'Curry Leaves',\n",
+       "   'Turmeric',\n",
+       "   'Green Chilli',\n",
+       "   'Lemon Powder',\n",
+       "   'Acidity Regulator (INS 330)'],\n",
+       "  'allergy_info': ['Mustard'],\n",
+       "  'nutrition': {'energy': '390',\n",
+       "   'protein': '6.5',\n",
+       "   'carbohydrate': '68',\n",
+       "   'total_fat': '10',\n",
+       "   'total_sugars': '7',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '4.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.5,\n",
+       "  'HEALTH_IMPACT_RATING': 2.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8906802215654'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"Kellogg's Muesli - Nuts Delight\",\n",
+       "  'ingredients': ['Multigrain (Wheat, Corn Grits, Rice, Rolled Barley, Rolled Oats)',\n",
+       "   'Dried Fruits & Nuts (Raisins, Almonds, Cashews, Pistachios)',\n",
+       "   'Sugar',\n",
+       "   'Malt Extract',\n",
+       "   'Iodized Salt',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Antioxidant (INS 320)'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '410',\n",
+       "   'protein': '8',\n",
+       "   'carbohydrate': '78',\n",
+       "   'total_fat': '7',\n",
+       "   'total_sugars': '15',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '1',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8900246311903'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Gaia Crunchy Muesli - Real Fruit',\n",
+       "  'ingredients': ['Rolled Oats',\n",
+       "   'Wheat Flakes',\n",
+       "   'Corn Flakes',\n",
+       "   'Dried Fruits (Papaya, Pineapple, Raisins, Apricot)',\n",
+       "   'Invert Sugar Syrup',\n",
+       "   'Honey',\n",
+       "   'Wheat Bran',\n",
+       "   'Oat Bran',\n",
+       "   'Antioxidant'],\n",
+       "  'allergy_info': ['Sulphites', 'Gluten'],\n",
+       "  'nutrition': {'energy': '395',\n",
+       "   'protein': '8.5',\n",
+       "   'carbohydrate': '76',\n",
+       "   'total_fat': '6.5',\n",
+       "   'total_sugars': '17',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.8',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 2.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8900876209298'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Patanjali Corn Flakes Kesar Badam',\n",
+       "  'ingredients': ['Corn Grits',\n",
+       "   'Sugar',\n",
+       "   'Almonds',\n",
+       "   'Malt Extract',\n",
+       "   'Iodized Salt',\n",
+       "   'Saffron',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Antioxidant'],\n",
+       "  'allergy_info': ['Gluten', 'Nuts'],\n",
+       "  'nutrition': {'energy': '390',\n",
+       "   'protein': '7.5',\n",
+       "   'carbohydrate': '83',\n",
+       "   'total_fat': '1.5',\n",
+       "   'total_sugars': '10',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.3',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8906918831793'},\n",
+       " {'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'Kwality Corn Flakes - Honey',\n",
+       "  'ingredients': ['Corn Grits',\n",
+       "   'Sugar',\n",
+       "   'Honey',\n",
+       "   'Malt Extract',\n",
+       "   'Iodized Salt',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Antioxidant'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '385',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '85',\n",
+       "   'total_fat': '1',\n",
+       "   'total_sugars': '12',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.2',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 2.0,\n",
+       "  'barcode': '8902463959098'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Balaji Chataka Pataka - Tangy Tomato',\n",
+       "  'ingredients': ['Rice Meal',\n",
+       "   'Corn Meal',\n",
+       "   'Edible Vegetable Oil (Palmolein)',\n",
+       "   'Seasoning (Sugar, Salt, Spices & Condiments (Tomato Powder, Chilli Powder, Onion Powder, Garlic Powder), Acidity Regulator (INS 330), Flavour Enhancer (INS 627, INS 631))'],\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'nutrition': {'energy': '540',\n",
+       "   'protein': '6',\n",
+       "   'carbohydrate': '58',\n",
+       "   'total_fat': '32',\n",
+       "   'total_sugars': '5',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '14',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8901149476348'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Bikano Aloo Bhujia',\n",
+       "  'ingredients': ['Potato',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Gram Flour',\n",
+       "   'Moth Flour',\n",
+       "   'Spices & Condiments (Mint, Chilli, Ginger, Black Pepper)',\n",
+       "   'Salt',\n",
+       "   'Acidity Regulator (INS 330)'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '570',\n",
+       "   'protein': '9',\n",
+       "   'carbohydrate': '45',\n",
+       "   'total_fat': '40',\n",
+       "   'total_sugars': '1',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '17',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8908710970878'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': \"Haldiram's Navrattan Mixture\",\n",
+       "  'ingredients': ['Gram Pulse Flour',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Peanuts',\n",
+       "   'Rice Flakes',\n",
+       "   'Gram Pulse',\n",
+       "   'Lentil',\n",
+       "   'Potatoes',\n",
+       "   'Cashew Nuts',\n",
+       "   'Raisins',\n",
+       "   'Spinach',\n",
+       "   'Spices & Condiments',\n",
+       "   'Salt',\n",
+       "   'Sugar',\n",
+       "   'Acidity Regulator (INS 330)'],\n",
+       "  'allergy_info': ['Nuts', 'Others'],\n",
+       "  'nutrition': {'energy': '550',\n",
+       "   'protein': '12',\n",
+       "   'carbohydrate': '50',\n",
+       "   'total_fat': '34',\n",
+       "   'total_sugars': '8',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '11',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 2.0,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.5,\n",
+       "  'barcode': '8901314635037'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Bingo! Mad Angles - Achaari Masti',\n",
+       "  'ingredients': ['Rice Grits',\n",
+       "   'Seasoning Mix (Spices & Condiments (Mango Powder, Chilli, Coriander, Turmeric, Mustard), Iodised Salt, Sugar, Acidity Regulator (INS 330, INS 296), Flavour Enhancers (INS 627, INS 631))',\n",
+       "   'Refined Palmolein',\n",
+       "   'Corn Grits',\n",
+       "   'Gram Grits'],\n",
+       "  'allergy_info': ['Mustard'],\n",
+       "  'nutrition': {'energy': '520',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '60',\n",
+       "   'total_fat': '28',\n",
+       "   'total_sugars': '4',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '13',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8908090475109'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Prataap Snacks Yellow Diamond Rings - Masala',\n",
+       "  'ingredients': ['Corn Meal',\n",
+       "   'Rice Meal',\n",
+       "   'Edible Vegetable Oil (Palmolein)',\n",
+       "   'Seasoning (Spices & Condiments, Iodised Salt, Sugar, Maltodextrin, Flavour Enhancer (INS 621), Acidity Regulator (INS 330))'],\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'nutrition': {'energy': '535',\n",
+       "   'protein': '6.5',\n",
+       "   'carbohydrate': '59',\n",
+       "   'total_fat': '31',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '14',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.0,\n",
+       "  'HEALTH_IMPACT_RATING': 0.5,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 0.5,\n",
+       "  'barcode': '8905655376826'},\n",
+       " {'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Garden Vareli Nylon Khaman Dhokla Mix',\n",
+       "  'ingredients': ['Gram Flour (Besan)',\n",
+       "   'Semolina (Rava)',\n",
+       "   'Sugar',\n",
+       "   'Salt',\n",
+       "   'Citric Acid (INS 330)',\n",
+       "   'Sodium Bicarbonate (INS 500ii)',\n",
+       "   'Asafoetida'],\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrition': {'energy': '350',\n",
+       "   'protein': '18',\n",
+       "   'carbohydrate': '65',\n",
+       "   'total_fat': '2',\n",
+       "   'total_sugars': '10',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '0.5',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 3.0,\n",
+       "  'HEALTH_IMPACT_RATING': 3.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 3.0,\n",
+       "  'barcode': '8903327058711'},\n",
+       " {'item_category': 'CHIPS',\n",
+       "  'item_name': 'Uncle Chipps - Spicy Treat',\n",
+       "  'ingredients': ['Potato',\n",
+       "   'Edible Vegetable Oil (Palmolein)',\n",
+       "   'Seasoning (Iodised Salt, Spices & Condiments (Chilli Powder, Onion Powder, Garlic Powder, Dry Mango Powder), Sugar, Maltodextrin, Acidity Regulator (INS 330), Flavour Enhancer (INS 627, INS 631))'],\n",
+       "  'allergy_info': [],\n",
+       "  'nutrition': {'energy': '550',\n",
+       "   'protein': '7',\n",
+       "   'carbohydrate': '54',\n",
+       "   'total_fat': '34',\n",
+       "   'total_sugars': '3',\n",
+       "   'added_sugars': 'N/A',\n",
+       "   'saturated_fat': '15',\n",
+       "   'trans_fat': 'N/A'},\n",
+       "  'veg': True,\n",
+       "  'image_url': '',\n",
+       "  'INGREDIENT_QUALITY_RATING': 1.5,\n",
+       "  'HEALTH_IMPACT_RATING': 1.0,\n",
+       "  'NUTRITIONAL_CONTENT_RATING': 1.0,\n",
+       "  'barcode': '8905834942095'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3245'},\n",
+       "  'ingredients': ['SKIMMED MILK (50%)',\n",
+       "   'Water',\n",
+       "   'FRUCTO-OLIGOSACCHARIDES',\n",
+       "   'MILK PROTEIN CONCENTRATE',\n",
+       "   'ALKALISED COCO POWDER (1%)',\n",
+       "   'coffee (0.32%)',\n",
+       "   'NATURAL FLAVOUR',\n",
+       "   'Acidity Regulator [INS 452(i), INS 340(ii & iii)]',\n",
+       "   'CITRUS FIBER',\n",
+       "   'STEVIA',\n",
+       "   'NATURE IDENTICAL FLAVOURING SUBSTANCE (MINT, SPEARMINT)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Raw-Pressery-Dairy-Protein-MILKshake/dp/B08DJPLVFC'},\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'nutrients_per_100g': False,\n",
+       "  'nutrients_per': {'value': 200, 'unit': 'ml'},\n",
+       "  'price': 660,\n",
+       "  'quantity': 6,\n",
+       "  'weight': {'value': 200, 'unit': 'ml'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 4,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'health_impact_rating': 4,\n",
+       "  'final_rating': 4,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 200, 'unit': 'ml', 'count': None},\n",
+       "  'servings_per_pack': 1,\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Raw Pressery Dairy Protein MILKshake Choco Mint',\n",
+       "  'nutrition': {'energy': 172.2,\n",
+       "   'protein': 18,\n",
+       "   'carbohydrate': 24.48,\n",
+       "   'total_sugars': 15.71,\n",
+       "   'added_sugars': None,\n",
+       "   'fiber': 8.8,\n",
+       "   'total_fat': 0.58,\n",
+       "   'saturated_fat': 0.36,\n",
+       "   'trans_fat': 0.01,\n",
+       "   'sodium': 82.2,\n",
+       "   'calcium': 402.7,\n",
+       "   'cholesterol': 10},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/51ZZ8FwQLIL.jpg',\n",
+       "  'barcode': '8907161163105'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3249'},\n",
+       "  'ingredients': ['Tepary Beans Flour',\n",
+       "   'Edible Vegetable Oil (Cotton Seed, Corn & Palmolein Oil)',\n",
+       "   'Gram Pulse Flour',\n",
+       "   'Iodised Salt',\n",
+       "   'Black Pepper Powder',\n",
+       "   'Ginger Ginger Powder',\n",
+       "   'Clove Powder',\n",
+       "   'Mace Powder',\n",
+       "   'Nutmeg Powder',\n",
+       "   'Cardamom Powder'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Haldirams-Bhujia-Plain-200g/dp/B005OR9F0A'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 58,\n",
+       "  'weight': {'value': 200, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'final_rating': 3.7,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 20, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': 20,\n",
+       "  'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Haldirams Bhujia Plain',\n",
+       "  'nutrition': {'energy': 581.3,\n",
+       "   'protein': 13.4,\n",
+       "   'carbohydrate': 39.9,\n",
+       "   'total_sugars': 4.1,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 49,\n",
+       "   'saturated_fat': 13.5,\n",
+       "   'sodium': 922.2},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/710pBA20CrL.jpg',\n",
+       "  'barcode': '8904532821596'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3250'},\n",
+       "  'ingredients': ['hazel nuts (34%)',\n",
+       "   'dates (27%)',\n",
+       "   'whey protein concentrate (17%)',\n",
+       "   'Almonds (14%)',\n",
+       "   'Cocoa Powder (5%)',\n",
+       "   'cocoa butter (3%)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Whole-Truth-Hazelnut-Protein-Preservatives/dp/B0C1GC6CY2'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': False,\n",
+       "  'nutrients_per': {'value': 52, 'unit': 'g'},\n",
+       "  'price': 900,\n",
+       "  'quantity': 6,\n",
+       "  'weight': {'value': 96, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'health_impact_rating': 3,\n",
+       "  'final_rating': 3.5,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'The Whole Truth - Hazelnut Cocoa Protein Bar with 12g Protein (Pack of 6)',\n",
+       "  'nutrition': {'energy': 265.3,\n",
+       "   'protein': 12.1,\n",
+       "   'carbohydrate': 15.6,\n",
+       "   'total_sugars': 11.4,\n",
+       "   'fiber': 2.2,\n",
+       "   'total_fat': 17.2,\n",
+       "   'saturated_fat': 27,\n",
+       "   'mufa+pufa': 14.6,\n",
+       "   'sodium': 13.2},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/51IXH0P-1IL.jpg',\n",
+       "  'barcode': '8907484317049'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e323c'},\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Refined Wheat flour (Maida)',\n",
+       "   'Hydrogenated vegetable fat',\n",
+       "   'Fractionated vegetable fat',\n",
+       "   'MILK solids',\n",
+       "   'Cocoa solids (3.9%)',\n",
+       "   'Emulsifier (Soya lecithin)',\n",
+       "   'Raising agent (500(ii))',\n",
+       "   'Yeast',\n",
+       "   'Iodised salt',\n",
+       "   'Flour treatment agent (516)',\n",
+       "   'Artificial (Vanilla)',\n",
+       "   'Nature-Identical flavouring substances'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Nestle-Munch-Chocolate-Coated-Crunchy/dp/B079T2Q768'},\n",
+       "  'allergy_info': ['Gluten', 'Soya', 'Sesame', 'Dairy', 'Nuts'],\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 100,\n",
+       "  'quantity': 18,\n",
+       "  'weight': {'value': 160.2, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 1.8,\n",
+       "  'ingredient_quality_rating': 1.5,\n",
+       "  'health_impact_rating': 1.8,\n",
+       "  'final_rating': 1.7,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'SWEETS',\n",
+       "  'item_name': 'Nestlé Munch Chocolate Coated Crunchy Wafer Share Pack',\n",
+       "  'nutrition': {'energy': 435,\n",
+       "   'protein': 6,\n",
+       "   'carbohydrate': 50,\n",
+       "   'total_sugars': 32.9,\n",
+       "   'added_sugars': 29.3,\n",
+       "   'total_fat': 23.4,\n",
+       "   'saturated_fat': 23.1,\n",
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+       "   'sodium': 89.3},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71tgDqle1IL.jpg',\n",
+       "  'barcode': '8909506473634'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3248'},\n",
+       "  'ingredients': ['Moong Dal (75%)',\n",
+       "   'Edible Vegetable Oils (Refined Palmolein Oil and Refined Cotton Seed Oil)',\n",
+       "   'Iodized Salt'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/CRAX-MOONG-DAL-Namkeen-160G/dp/B0CRDDDMYF'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 55,\n",
+       "  'weight': {'value': 160, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'final_rating': 3.5,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 30, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': 5,\n",
+       "  'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Crax Moong Dal Namkeen',\n",
+       "  'nutrition': {'energy': 477,\n",
+       "   'protein': 23,\n",
+       "   'carbohydrate': 49,\n",
+       "   'total_sugars': 2.1,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 21,\n",
+       "   'saturated_fat': 9.3,\n",
+       "   'sodium': 656},\n",
+       "  'image_url': 'https://instamart-media-assets.swiggy.com/swiggy/image/upload/fl_lossy,f_auto,q_auto/cdee0f737c1c87e5071cdb8318da7338',\n",
+       "  'barcode': '8901262782548'},\n",
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+       "  'allergy_info': None,\n",
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+       "  'health_impact_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'ingredients': ['ALPHONSO MANGO PULP(51%)',\n",
+       "   'WATER',\n",
+       "   'FRUCTOSE',\n",
+       "   'ANTIOXIDANT[(VITAMIN C - INS 300),INS 224]'],\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'RAW PRESSERY JUICE, MANGO 1L',\n",
+       "  'nutrition': {'energy': 41.7,\n",
+       "   'protein': 0.45,\n",
+       "   'carbohydrate': 10.43,\n",
+       "   'total_sugars': 8.69,\n",
+       "   'added_sugars': 3.41,\n",
+       "   'fiber': 0.91,\n",
+       "   'total_fat': 0,\n",
+       "   'sodium': 1.04,\n",
+       "   'vitamin_c': 58.76,\n",
+       "   'calcium': 8.86,\n",
+       "   'potassium': 100.33},\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'ML',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.bigbasket.com/media/uploads/p/l/40115018_7-raw-pressery-mango-100-natural-cold-pressed-juice.jpg',\n",
+       "  'barcode': '8908178265936'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e325f'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.0633'},\n",
+       "  'servings': 1,\n",
+       "  'allergy_info': None,\n",
+       "  'final_rating': 2.2,\n",
+       "  'health_impact_rating': 2,\n",
+       "  'ingredient_quality_rating': 2.5,\n",
+       "  'ingredients': ['WATER',\n",
+       "   'SUGAR',\n",
+       "   'MANGO PULP(10.7%)',\n",
+       "   'ACIDITY REGULATORS (330, 331(IIIL)',\n",
+       "   'STABILIZER(466)',\n",
+       "   'ANTIOXIDANT (300)',\n",
+       "   'COLOUR (110)',\n",
+       "   'MANGO FLAVOURS (NATURE-IDENTICAL & ARTIFICIAL FLAVORING SUBSTANCES)'],\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'MAAZA MANGO DRINK 135ML',\n",
+       "  'nutrition': {'energy': 60,\n",
+       "   'protein': 0,\n",
+       "   'carbohydrate': 15,\n",
+       "   'total_sugars': 14.8,\n",
+       "   'added_sugars': 13.5,\n",
+       "   'total_fat': 0,\n",
+       "   'sodium': 0},\n",
+       "  'nutritional_content_rating': 2,\n",
+       "  'unit': 'ML',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.jiomart.com/images/product/original/491695599/maaza-refresh-mango-drink-135-ml-10-pcs-product-images-o491695599-p590114753-1-202302240829.jpg?im=Resize=(1000,1000)',\n",
+       "  'barcode': '8900574370429'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3258'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.68'},\n",
+       "  'servings': 12,\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'final_rating': 4.5,\n",
+       "  'health_impact_rating': 4.6,\n",
+       "  'ingredient_quality_rating': 4.7,\n",
+       "  'ingredients': ['SPROUTED RAGI(100%)'],\n",
+       "  'item_category': 'BABY-FOOD',\n",
+       "  'item_name': 'YOGABAR YOGABABY SPROUTED RAGI MIX 250G',\n",
+       "  'nutrition': {'energy': 376,\n",
+       "   'protein': 7.1,\n",
+       "   'total_fat': 1.1,\n",
+       "   'saturated_fat': 0.4,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholesterol': 0,\n",
+       "   'carbohydrate': 84.2,\n",
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+       "   'total_sugars': 1.3,\n",
+       "   'added_sugars': 0,\n",
+       "   'sodium': 16.2},\n",
+       "  'nutritional_content_rating': 4.6,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.yogabars.in/cdn/shop/files/ragiMix250gcopy.jpg?v=1701339719&width=1946',\n",
+       "  'barcode': '8908107359958'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3279'},\n",
+       "  'price_per_unit': 0.4,\n",
+       "  'servings': 25,\n",
+       "  'allergy_info': None,\n",
+       "  'final_rating': 2.2,\n",
+       "  'health_impact_rating': 2,\n",
+       "  'ingredient_quality_rating': 2,\n",
+       "  'ingredients': ['SUGAR',\n",
+       "   'MIX FRUITS PULP BLEND (46%) (BANANA, PAPAYA, PEAR, MANGO PULP, PINEAPPLE, APPLE, GRAPES, ORANGE JUICE)',\n",
+       "   'THICKNER (440)',\n",
+       "   'ACIDITY REGULATOR (330)',\n",
+       "   'VITAMIN B3',\n",
+       "   'PRESERVATIVES (211, 223 OR 202)'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'KISSAN MIXED FRUIT JAM 200 G',\n",
+       "  'nutrition': {'energy': 285,\n",
+       "   'protein': 0.3,\n",
+       "   'carbohydrate': 70.5,\n",
+       "   'total_sugars': 68.1,\n",
+       "   'added_sugars': 62.6,\n",
+       "   'total_fat': 0.1,\n",
+       "   'saturated_fat': 0,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 51,\n",
+       "   'fiber': 0.8},\n",
+       "  'nutritional_content_rating': 2.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71L3BDZWGaL.jpg',\n",
+       "  'barcode': '8908256801131'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3260'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.101'},\n",
+       "  'servings': 4,\n",
+       "  'allergy_info': ['Dairy', 'Nuts', 'Soya'],\n",
+       "  'final_rating': 3.2,\n",
+       "  'health_impact_rating': 3,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['WATER',\n",
+       "   'SUGAR',\n",
+       "   'GUAVA PULP (20%)',\n",
+       "   'ACIDITY REGULATORS (INS 330, INS 296)',\n",
+       "   'STABILIZER(INS 440, INS 415, INS 466)',\n",
+       "   'ANTIOXIDANT (300)',\n",
+       "   'VITAMINS',\n",
+       "   'IODIZED SALT',\n",
+       "   'POLYDEXTROSE(FIBER) (0.01%)',\n",
+       "   'COLOURS(INS 150D, INS 124)',\n",
+       "   'NATURAL FLAVOURS AND NATURAL FLAVOURING SUBSTANCES'],\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'B NATURAL GUAVA JUICE GOODNESS OF FIBER 1L',\n",
+       "  'nutrition': {'energy': 52,\n",
+       "   'protein': 0.1,\n",
+       "   'carbohydrate': 13.18,\n",
+       "   'total_sugars': 12.4,\n",
+       "   'added_sugars': 10.6,\n",
+       "   'sugar_natural': 1.8,\n",
+       "   'fiber': 0.78,\n",
+       "   'total_fat': 0,\n",
+       "   'sodium': 5},\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'unit': 'ML',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.bigbasket.com/media/uploads/p/xxl/1213605-2_2-b-natural-juice-orange-oomph.jpg',\n",
+       "  'barcode': '8902367291058'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3264'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.062'},\n",
+       "  'servings': 2,\n",
+       "  'allergy_info': None,\n",
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+       "  'health_impact_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2,\n",
+       "  'ingredients': ['ORANGE JUICE (10.5%)(RECONSTITUTED FROM ORANGE JUICE CONCENTRATE & ORANGEPULP CELLS)',\n",
+       "   'WATER',\n",
+       "   'ACIDITY REGULATORS (330, 331)',\n",
+       "   'SUGAR',\n",
+       "   'PERMITTED SYNTHETIC FOOD COLOURS (110,102)',\n",
+       "   'ADDED ORANGE FLAVOURS(NATURALLY, NATURE-INDETICAL AND ARTIFICIAL FLAVOURING SUBSTANCES)',\n",
+       "   'ANTIOXIDANT(300)'],\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'MINUTE MAID PULPY ORANGE JUICE DRINK 1L',\n",
+       "  'nutrition': {'energy': 52,\n",
+       "   'protein': 0,\n",
+       "   'carbohydrate': 13.1,\n",
+       "   'total_sugars': 12.7,\n",
+       "   'added_sugars': 11.5,\n",
+       "   'total_fat': 0,\n",
+       "   'sodium': 9.6},\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'unit': 'ML',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.bigbasket.com/media/uploads/p/xxl/265722_12-minute-maid-fruit-drink-pulpy-orange.jpg',\n",
+       "  'barcode': '8906552596614'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e325e'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.625'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'final_rating': 2.5,\n",
+       "  'health_impact_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2.5,\n",
+       "  'ingredients': ['POTATO',\n",
+       "   'EDIBLE VEGETABLE OIL (PALMOLEIN, SUNFLOWER OIL)',\n",
+       "   'SEASONING (SUGAR, IODISED SALT, SPICES AND CONDIMENTS, ACIDITY REGULATORS (330, 334, 296))',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'EDIBLE STARCH',\n",
+       "   'SALT SUBSTITUTE (POTASSIUM CHLORIDE)',\n",
+       "   'MILK SOLIDS',\n",
+       "   'ANTICAKING AGENTS (551, 470)',\n",
+       "   'FLAVOUR ENHANCERS (631, 627)',\n",
+       "   'COLOUR (150D)',\n",
+       "   'FLAVOUR (NATURAL AND NATURE IDENTICAL FLAVOURING SUBSTANCES)',\n",
+       "   'MODIFIED STARCH (1450)',\n",
+       "   'CONTAINS ONION'],\n",
+       "  'item_category': 'CHIPS',\n",
+       "  'item_name': 'UNCLE CHIPPS SPICY TREAT 80G',\n",
+       "  'nutrition': {'energy': 548,\n",
+       "   'protein': 6.7,\n",
+       "   'carbohydrate': 52,\n",
+       "   'total_sugars': 0.6,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 35,\n",
+       "   'saturated_fat': 15.5,\n",
+       "   'trans_fat': 0.1,\n",
+       "   'sodium': 591},\n",
+       "  'nutritional_content_rating': 2.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/51UbDDZIoAL.jpg',\n",
+       "  'barcode': '8907284407322'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e327c'},\n",
+       "  'price_per_unit': 0.8292,\n",
+       "  'servings': 35,\n",
+       "  'allergy_info': ['Dairy', 'Others'],\n",
+       "  'final_rating': 3,\n",
+       "  'health_impact_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['MALTED BEVERAGE POWDER OVOMALTINE 33% (BARLEY MALT EXTRACT 17%, CONDENSED SKIMMED MILK, CONDENSED MILK PERMEATE, FAT-REDUCED COCOA POWDER 4.3%, SUGAR, FRUCTOSE )',\n",
+       "   'MINERALS (MAGNESIUM CARBONATE, DICALCIUM PHOSPHATE)',\n",
+       "   'RAPESEED OIL 0.2%',\n",
+       "   'VITAMINS (E,C, THIAMIN, RIBOFLAVIN, NIACIN, B6, FOLIC ACID, B12, BIOTIN, PANTOTHENIC ACID)',\n",
+       "   'SALT',\n",
+       "   'NATURAL IDENTICAL FLAVORING (VANILLIN)',\n",
+       "   'SUGAR',\n",
+       "   'VEGETABLE OILS 29% (RAPESEED OIL, FULLY HYDROGENATED RAPESEED OIL)',\n",
+       "   'HAZELNUTS',\n",
+       "   'EMULSIFIERS (LECHITINS, MONO-AND DIGLYCERIDES OF FATTY ACIDS)',\n",
+       "   'MINERAL (DICALCIUM PHOSPHATE)',\n",
+       "   'FAT-REDUCED  COCOA POWDER 0.4%',\n",
+       "   'ANTIOXIDANTS (L-ASCORBYL PALMITATE, ALPHA-TOCOPHEROL)',\n",
+       "   'NATURAL IDENTICAL FLAVOURING (VANILLIN)',\n",
+       "   'VEGETABLE FAT SPREAD WITH 33% MALTED BEVERAGE POWDER OVOMALTINE'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'OVOMALTINE CRUNCHY CREAM SPREAD WITH MALTED CRUNCHY PIECES AND COCOA, DELICIOUS SWISS CHOCOLATE, TASTY AND HEALTHY BREAKFAST BREAD SPREAD, VEGETARIAN, MADE IN SWITZERLAND, 240G (PACK OF 1)',\n",
+       "  'nutrition': {'energy': 547,\n",
+       "   'protein': 3.7,\n",
+       "   'carbohydrate': 59.4,\n",
+       "   'total_sugars': 50.1,\n",
+       "   'added_sugars': 37.7,\n",
+       "   'total_fat': 32.4,\n",
+       "   'saturated_fat': 5.5,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 66,\n",
+       "   'fiber': None},\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/618YmTYrsJL.jpg',\n",
+       "  'barcode': '8906443742489'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e328d'},\n",
+       "  'price_per_unit': 0.75,\n",
+       "  'servings': 60,\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'final_rating': 4,\n",
+       "  'health_impact_rating': 4,\n",
+       "  'ingredient_quality_rating': 4.5,\n",
+       "  'ingredients': ['MILK POWDER',\n",
+       "   'POPPED RAGI',\n",
+       "   'JAGGERY',\n",
+       "   'GREEN GRAM',\n",
+       "   'CARDAMOM',\n",
+       "   'IODISED SALT.'],\n",
+       "  'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'HEALTHY MILLET DRINK | INSTANT MIX | POPPED RAGI MILK | 200 G | PACK OF 2',\n",
+       "  'nutrition': {'energy': 392.4,\n",
+       "   'protein': 13.8,\n",
+       "   'carbohydrate': 81.3,\n",
+       "   'total_sugars': 54.4,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 1.2,\n",
+       "   'saturated_fat': 0.5,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'fiber': 8.6},\n",
+       "  'nutritional_content_rating': 4,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://trumillets.in/wp-content/uploads/2020/09/IJ-3FSW-ZLU4-3.jpg',\n",
+       "  'barcode': '8906136380943'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e324b'},\n",
+       "  'ingredients': ['Gram Pulse',\n",
+       "   'Peanuts',\n",
+       "   'Edible Vegetable Oil (Cotton Seed, Corn & Palmolein Oil)',\n",
+       "   'Gram Pulse Flour',\n",
+       "   'Green Peas',\n",
+       "   'Iodised Salt Black Salt Powder',\n",
+       "   'Red Chilli Powder',\n",
+       "   'Turmeric Powder',\n",
+       "   'Mango Powder',\n",
+       "   'Asafetida Powder',\n",
+       "   'Paprika Extract (INS 160c)',\n",
+       "   'Synthetic Food Colour (INS 133)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Haldirams-Delhi-Bombay-Mixture-200g/dp/B005OR9ED8'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 50,\n",
+       "  'weight': {'value': 200, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 4.2,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'health_impact_rating': 3.8,\n",
+       "  'final_rating': 3.8,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 20, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': 10,\n",
+       "  'item_category': 'NAMKEEN',\n",
+       "  'item_name': 'Haldirams Namkeen - Bombay Mixture',\n",
+       "  'nutrition': {'energy': 483.2,\n",
+       "   'protein': 18.9,\n",
+       "   'carbohydrate': 50.6,\n",
+       "   'total_sugars': 1.6,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 22.8,\n",
+       "   'saturated_fat': 5,\n",
+       "   'trans_fat': 0.1,\n",
+       "   'sodium': 522.7},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71ACZ9wB-QL.jpg',\n",
+       "  'barcode': '8908435630323'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3257'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '1.33'},\n",
+       "  'servings': 6,\n",
+       "  'allergy_info': ['Others'],\n",
+       "  'final_rating': 4.3,\n",
+       "  'health_impact_rating': 4.2,\n",
+       "  'ingredient_quality_rating': 4.5,\n",
+       "  'ingredients': ['NATURAL FRUITS',\n",
+       "   'MULTIGRAINS POWDER',\n",
+       "   'FIBER',\n",
+       "   'RAW UNREFINED SUGAR)'],\n",
+       "  'item_category': 'BABY-FOOD',\n",
+       "  'item_name': 'HUNGRY KOALA RAGI & BANANA CEREAL 200G',\n",
+       "  'nutrition': {'energy': 364,\n",
+       "   'protein': 7.8,\n",
+       "   'carbohydrate': 80.3,\n",
+       "   'total_fat': 1.3,\n",
+       "   'trans_fat': 0,\n",
+       "   'fiber': 12.1,\n",
+       "   'iron': 5.8,\n",
+       "   'calcium': 258},\n",
+       "  'nutritional_content_rating': 4.4,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/81Kdr5OPfJL.jpg',\n",
+       "  'barcode': '8904919151018'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3252'},\n",
+       "  'ingredients': ['Protein Blend (29%) (Soy Nuggets, Whey Protein Concentrate, Calcium Caseinate,Soy Concentrate)',\n",
+       "   'Dietary Fiber (16%) (Fructooligosacharide, Chicory Root Fiber)',\n",
+       "   'Dark Compound No Added Sugar (19%)',\n",
+       "   'Maltitol',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Cocoa Solids',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Maltitol',\n",
+       "   'Whole Grain Rolled Oats (8%)',\n",
+       "   'Almonds (7%)',\n",
+       "   'Brown Rice Crispy',\n",
+       "   'Edible Vegetable Oil (High Oleic Sunflower Oil)',\n",
+       "   'Humectant (Glycerine)',\n",
+       "   'Cocoa Powder',\n",
+       "   'Cocoa Mass',\n",
+       "   'Flaxseeds',\n",
+       "   'Tribasic Calcium Phosphate',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Binding Agent (Guar Gum)',\n",
+       "   'Soy Protein Isolate',\n",
+       "   'Salt',\n",
+       "   'Citric Acid',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Antioxidants (Vitamin C)',\n",
+       "   'Glutamine',\n",
+       "   'Amino Acids',\n",
+       "   'Vit A 150mcg (25%)',\n",
+       "   'Vit E 2.5mg (25%)',\n",
+       "   'Vit C 10mg (25%)',\n",
+       "   'Vit D2 2.5mcg (25%)',\n",
+       "   'Vit K 13.75mcg (25%)',\n",
+       "   'Vit B1 0.21 mg (15%)',\n",
+       "   'Vit B2 0.24mg (15%)',\n",
+       "   'Vit B3 2.70mg (15%)',\n",
+       "   'B5 0.75mg (15%)',\n",
+       "   'Vit 0.30mg (15%)',\n",
+       "   'Vit B9 30mcg (15%)',\n",
+       "   'Vit B12 0.15mcg (15%)',\n",
+       "   'Biotin 7.50mcg (25%)',\n",
+       "   'Calcium 150mg (25%)',\n",
+       "   'Zinc 3mg (25%)',\n",
+       "   ' Chromium 12.5mcg (25%)',\n",
+       "   'Selenium 10mcg (25%)',\n",
+       "   'Phosphorus 90mg (15%)',\n",
+       "   'Magnesium 51mg (15%)',\n",
+       "   'Sodium 105mg (5%)',\n",
+       "   'Potassium 187.50mg (5%)',\n",
+       "   'Omega-3 50mg'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/RiteBite-Max-Protein-Work-Out-Almond/dp/B07KZ1XVQ2'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': False,\n",
+       "  'nutrients_per': {'value': 50, 'unit': 'g'},\n",
+       "  'price': 75,\n",
+       "  'weight': {'value': 50, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'health_impact_rating': 4.5,\n",
+       "  'final_rating': 4.3,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'RiteBite Max Protein Daily Choco Almond',\n",
+       "  'nutrition': {'energy': 179,\n",
+       "   'protein': 100,\n",
+       "   'carbohydrate': 13.8,\n",
+       "   'fiber': 5,\n",
+       "   'total_sugars': 0.5,\n",
+       "   'polyols': 8.7,\n",
+       "   'total_fat': 6.8,\n",
+       "   'saturated_fat': 1.2},\n",
+       "  'image_url': 'https://maxprotein.in/cdn/shop/products/Pack-Shot.png?v=1677590429',\n",
+       "  'barcode': '8903968515284'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e326e'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '1.758'},\n",
+       "  'servings': 33,\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'final_rating': 4.1,\n",
+       "  'health_impact_rating': 4,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'ingredients': ['WHEY PROTEIN CONCENTRATE(80% POWDER)'],\n",
+       "  'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'AS-IT-IS NUTRITION WHEY PROTEIN CONCENTRATE 80% - 1KG',\n",
+       "  'nutrition': {'energy': 402,\n",
+       "   'protein': 79.92,\n",
+       "   'calories': 0.396,\n",
+       "   'carbohydrate': 8.32,\n",
+       "   'total_sugars': 0,\n",
+       "   'total_fat': 4.99,\n",
+       "   'leucine': 8.7,\n",
+       "   'isoleucine': 4.6,\n",
+       "   'valine': 4.6},\n",
+       "  'nutritional_content_rating': 4.3,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/717z92AB6PL.jpg',\n",
+       "  'barcode': '8905528133150'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3270'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '1.18'},\n",
+       "  'servings': 25,\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'final_rating': 3.7,\n",
+       "  'health_impact_rating': 3.7,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['WHEY PROTEIN MATRIX 70% (WHEY PROTEIN CONCENTRATE, WHEY PROTEIN ISOLATE)',\n",
+       "   'DIGESTIVE ENZYMES',\n",
+       "   'FLAVOUR ENHANCER(INS 1101)',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'SWEETENER (INS 955)',\n",
+       "   'EMULSIFIER (INS 415)',\n",
+       "   'CONTAINS ADDED FLAVOURS (NATURE IDENTICALFLAVOURING SUBSTANCES)'],\n",
+       "  'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'MUSCLE ASYLUM PREMIUM WHEY PROTEIN 1KG',\n",
+       "  'nutrition': {'energy': 300,\n",
+       "   'protein': 59.5,\n",
+       "   'carbohydrate': 17.5,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 3,\n",
+       "   'saturated_fat': 2.025,\n",
+       "   'polyunsaturated_fat': 0.175,\n",
+       "   'monounsaturated_fat': 0.775,\n",
+       "   'trans_fat': 0,\n",
+       "   'leucine': 6.4,\n",
+       "   'isoleucine': 3.4,\n",
+       "   'valine': 3.45},\n",
+       "  'nutritional_content_rating': 3.8,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.muscleasylum.in/cdn/shop/files/MainImage_grande@2x.jpg',\n",
+       "  'barcode': '8906282741827'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e327a'},\n",
+       "  'price_per_unit': 0.4,\n",
+       "  'servings': 60,\n",
+       "  'allergy_info': ['Sulphites'],\n",
+       "  'final_rating': 2.5,\n",
+       "  'health_impact_rating': 2,\n",
+       "  'ingredient_quality_rating': 2,\n",
+       "  'ingredients': ['SUGAR',\n",
+       "   'ORANGE EXTRACT (45%)',\n",
+       "   'GLAZED PEEL (5%)',\n",
+       "   'THICKNER (E440)',\n",
+       "   'ACIDITY REGULATOR (E330)',\n",
+       "   'NATURAL FLAVOURING SUBSTANCE',\n",
+       "   'PRESERVATIVES (211, 223 OR 202)',\n",
+       "   'FOOD COLOUR - E122'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'KISSAN ORANGE MARMALADE JAM, 500G',\n",
+       "  'nutrition': {'energy': 290,\n",
+       "   'protein': 0.1,\n",
+       "   'carbohydrate': 72.3,\n",
+       "   'total_sugars': 71.5,\n",
+       "   'added_sugars': 69.3,\n",
+       "   'total_fat': 0.1,\n",
+       "   'saturated_fat': 0,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 30,\n",
+       "   'fiber': 0.6},\n",
+       "  'nutritional_content_rating': 2.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/51Z9MT2DLuL.jpg',\n",
+       "  'barcode': '8906095478286'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e327f'},\n",
+       "  'price_per_unit': 0.59667,\n",
+       "  'servings': 40,\n",
+       "  'allergy_info': ['Dairy', 'OATS', 'Nuts', 'Soya'],\n",
+       "  'final_rating': 4.5,\n",
+       "  'health_impact_rating': 4.5,\n",
+       "  'ingredient_quality_rating': 4.5,\n",
+       "  'ingredients': ['WHOLE GRAINS 48% (ROLLED OATS (25%), MILLETS(23%), RAGI FLAKES, JOWAR FLAKES)',\n",
+       "   'PROTEIN BLEND 23% (TEXTURIZED SOY PROTEIN AND WHEY PROTEIN ISOLATE)',\n",
+       "   'DARK CHOCOLATE (13%) COCOA SOLIDS, COCOA BUTTER, COCOA POWDER, SUGAR SUNFLOWER, LECHITIN, NATURAL VANILLA)',\n",
+       "   'DEHYDRATED FRUITS 9% (DATES, CRANBERRY, RAISINS)',\n",
+       "   'NUTS AND SEEDS 6% (ALMONDS, PUMPKIN AND CHIA SEEDS)',\n",
+       "   'COCOA POWDER',\n",
+       "   'RICE BRAN OIL',\n",
+       "   'JAGGERY',\n",
+       "   'PROBIOTICS (BACILLUS COAGULUNS SNZ1969, 150 MILLION CFU PER SERVE)',\n",
+       "   'ADDED NATURAL FLAVOURS (CHOCOLATE AND ROSEMARY)'],\n",
+       "  'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'YOGABAR SUPER HIGH PROTEIN MUESLI 850G | 21G PROTEIN | WITH PROBIOTICS AND WHEY | NO REFINED SUGAR | EASY ON GUT | CHOCO ALMOND | PROTEIN SNACK | HIGH FIBER FOOD | BREAKFAST CEREAL',\n",
+       "  'nutrition': {'energy': 396,\n",
+       "   'protein': 23.2,\n",
+       "   'carbohydrate': 55,\n",
+       "   'total_sugars': 17.5,\n",
+       "   'added_sugars': 8.6,\n",
+       "   'total_fat': 10.8,\n",
+       "   'saturated_fat': 4,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 3.9,\n",
+       "   'sodium': 268,\n",
+       "   'fiber': 7,\n",
+       "   'omega-3': 0.5},\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/713Nlcv7mgL.jpg',\n",
+       "  'barcode': '8907153312450'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3256'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '1.2'},\n",
+       "  'servings': 7,\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'final_rating': 4.2,\n",
+       "  'health_impact_rating': 4.1,\n",
+       "  'ingredient_quality_rating': 4.6,\n",
+       "  'ingredients': ['WHOLE WHEAT(80%)',\n",
+       "   'DATES(13%)',\n",
+       "   'ALMONDS(7%)',\n",
+       "   'CARDAMOM(1%)',\n",
+       "   'NUTMEG'],\n",
+       "  'item_category': 'BABY-FOOD',\n",
+       "  'item_name': 'EARLY FOODS - WHOLE WHEAT, ALMOND & DATE PORRIDGE MIX 200G',\n",
+       "  'nutrition': {'energy': 404.6,\n",
+       "   'protein': 5.8,\n",
+       "   'carbohydrate': 86.6,\n",
+       "   'total_sugars': 1.7,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 4.1,\n",
+       "   'fiber': 3.9,\n",
+       "   'total_mineral_content': 1.8,\n",
+       "   'iron': 4,\n",
+       "   'salt': 0.05,\n",
+       "   'added_salt': 0},\n",
+       "  'nutritional_content_rating': 4.3,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61STfndsW4L._AC_UF894,1000_QL80_.jpg',\n",
+       "  'barcode': '8909588566095'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3265'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.3632'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'final_rating': 4.5,\n",
+       "  'health_impact_rating': 4.2,\n",
+       "  'ingredient_quality_rating': 4.8,\n",
+       "  'ingredients': ['ROASTED PEANUTS(100%)'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'MYFITNESS ALL NATURAL PEANUT BUTTER CRUNCHY 1.25KG',\n",
+       "  'nutrition': {'energy': 622,\n",
+       "   'protein': 32,\n",
+       "   'carbohydrate': 14,\n",
+       "   'total_sugars': 0,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 49,\n",
+       "   'saturated_fat': 12,\n",
+       "   'polyunsaturated_fat': 14,\n",
+       "   'monounsaturated_fat': 22,\n",
+       "   'trans_fat': 0,\n",
+       "   'sodium': 7,\n",
+       "   'cholesterol': 0},\n",
+       "  'nutritional_content_rating': 4.6,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61ZSRcVPCmL._AC_UF1000,1000_QL80_.jpg',\n",
+       "  'barcode': '8901646325460'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e326f'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '3.1495'},\n",
+       "  'servings': 66,\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'final_rating': 4.7,\n",
+       "  'health_impact_rating': 4.8,\n",
+       "  'ingredient_quality_rating': 4.5,\n",
+       "  'ingredients': ['WHEY PROTEIN ISOLATE',\n",
+       "   'MINERALS',\n",
+       "   'COCOA SOLIDS',\n",
+       "   'NATURE IDENTICAL IRISH CHOCOLATE FLAVOUR',\n",
+       "   'VITAMINS',\n",
+       "   'DIGEZYME'],\n",
+       "  'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'BON ISO WHEY 100% PROTEIN ISOLATE, IRISH CHOCOLATE 2KG',\n",
+       "  'nutrition': {'energy': 371,\n",
+       "   'protein': 80,\n",
+       "   'carbohydrate': 12,\n",
+       "   'total_sugars': 0,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 0.6,\n",
+       "   'saturated_fat': 0.3,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholesterol': 0,\n",
+       "   'sodium': 268,\n",
+       "   'calcium': 1097,\n",
+       "   'phosphorus': 840,\n",
+       "   'zinc': 14,\n",
+       "   'potassium': 1226,\n",
+       "   'chloride': 175,\n",
+       "   'magnesium': 345,\n",
+       "   'copper': 2,\n",
+       "   'manganese': 2},\n",
+       "  'nutritional_content_rating': 4.7,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.jiomart.com/images/product/original/rvwuzhyvar/bon-iso-whey-100-protein-isolate-for-muscle-strength-and-bone-health-whey-protein-2-kg-irish-chocolate-product-images-orvwuzhyvar-p599023846-0-202303030707.jpg',\n",
+       "  'barcode': '8904031165894'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3288'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.6142857143'},\n",
+       "  'servings': 1,\n",
+       "  'allergy_info': ['Sesame', 'Gluten', 'Soya'],\n",
+       "  'final_rating': 2.6,\n",
+       "  'health_impact_rating': 2.4,\n",
+       "  'ingredient_quality_rating': 2.5,\n",
+       "  'ingredients': ['REFINED WHEAT FLOUR (MAIDA)',\n",
+       "   'EDIBLE VEGETABLE OIL (PALM OIL)',\n",
+       "   'DEHYDRATED PIECES 6.13% (CHICKEN, CARROT, FRFF CABBAGE & CURRY LEAVES)',\n",
+       "   'HYDROLYSED VEGETABLE PROTEIN POWDER (SOY)',\n",
+       "   'MIXED SPICES 1.50% (RED CHILLI, TURMERIC, CORIANDER, BLACK PEPPER, CUMIN, FENUGREEK, GINGER, CLOVE, NUTMEG & GREEN CARDAMOM)',\n",
+       "   'ONION POWDER',\n",
+       "   'SUGAR',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'YEAST EXTRACT POWDER',\n",
+       "   'CORN STARCH',\n",
+       "   'FLAVOUR ENHANCERS (INS 631 , INS627 & INS620)',\n",
+       "   'MILK SOLIDS',\n",
+       "   'NATURAL IDENTICAL FLAVOUR',\n",
+       "   'ACIDITY REGULATORS [INS 500, INS 451 & INS 330]',\n",
+       "   'EDIBLE VEGETABLE OIL(COCONUT OIL)',\n",
+       "   'THICKENER(INS415)',\n",
+       "   'ANTIOXIDANT (INS319)'],\n",
+       "  'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'NISSIN SPICED CHICKEN CUP NOODLES',\n",
+       "  'nutrition': {'energy': 485.19,\n",
+       "   'protein': 10.28,\n",
+       "   'carbohydrate': 62.8,\n",
+       "   'total_sugars': 3.63,\n",
+       "   'added_sugars': 3.63,\n",
+       "   'total_fat': 20.22,\n",
+       "   'saturated_fat': 9.72,\n",
+       "   'trans_fat': 0.099,\n",
+       "   'cholestrol': 0.099,\n",
+       "   'sodium': 1409.17},\n",
+       "  'nutritional_content_rating': 2.9,\n",
+       "  'unit': 'G',\n",
+       "  'veg': False,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/81H5f1NFXmL.jpg',\n",
+       "  'barcode': '8902499777574'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3267'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.532'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'final_rating': 4.1,\n",
+       "  'health_impact_rating': 4.3,\n",
+       "  'ingredient_quality_rating': 4.5,\n",
+       "  'ingredients': ['PEANUTS(78%)',\n",
+       "   'ORGANIC JAGGERY(12%)',\n",
+       "   'WHEY PROTEIN CONCENTRATE(10%)'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'PINTOLA HIGH PROTEIN ORGANIC JAGGERY PEANUT BUTTER CRUNCHY 1KG',\n",
+       "  'nutrition': {'energy': 605,\n",
+       "   'protein': 33,\n",
+       "   'carbohydrate': 26,\n",
+       "   'fiber': 7,\n",
+       "   'total_sugars': 16.5,\n",
+       "   'added_sugars': 14,\n",
+       "   'total_fat': 40,\n",
+       "   'mufa': 21,\n",
+       "   'omega-6_pufa': 13,\n",
+       "   'cholesterol': 15,\n",
+       "   'sodium': 17.9},\n",
+       "  'nutritional_content_rating': 4.4,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61YFh9xFQUL.jpg',\n",
+       "  'barcode': '8900126889836'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3274'},\n",
+       "  'price_per_unit': 0.13,\n",
+       "  'servings': 20,\n",
+       "  'allergy_info': ['Gluten'],\n",
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+       "  'health_impact_rating': 3,\n",
+       "  'ingredient_quality_rating': 2.5,\n",
+       "  'ingredients': ['WHEAT FLOUR (ATTA) (6%)',\n",
+       "   'YEAST',\n",
+       "   'WHEAT BRAN',\n",
+       "   'SUGAR',\n",
+       "   'IODISED SALT',\n",
+       "   'EDIBLE VEGETABLE',\n",
+       "   'OIL (PALM)',\n",
+       "   'CLASS II PRESERVATIVE (282)',\n",
+       "   'IMPROVERS (1100(I), 1104, 1102)',\n",
+       "   'EMULSIFIERS (471, 481, 472E)',\n",
+       "   'ACIDITY REGULATOR (260)',\n",
+       "   'FLOUR TREAIMENT AGENT (510)',\n",
+       "   'PERMITTED NATURAL'],\n",
+       "  'item_category': 'BREAD',\n",
+       "  'item_name': 'BRITANNIA 100% WHOLE WHEAT SANDWICH BREAD, 450 G POUCH',\n",
+       "  'nutrition': {'energy': 250,\n",
+       "   'protein': 8,\n",
+       "   'carbohydrate': 50,\n",
+       "   'total_sugars': 2,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 2,\n",
+       "   'saturated_fat': 1,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': None,\n",
+       "   'fiber': 6},\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.bigbasket.com/media/uploads/p/l/40162924_6-britannia-100-whole-wheat-bread.jpg',\n",
+       "  'barcode': '8902065764977'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3240'},\n",
+       "  'ingredients': ['Liquid Glucose',\n",
+       "   'Sugar',\n",
+       "   'Refined Wheat Flour (Maida)',\n",
+       "   'Invert Sugar',\n",
+       "   'Acidity Regulators (INS 296, INS 330)',\n",
+       "   'Hydrogenated Vegetable Oil',\n",
+       "   'Flavour (Nature Identical)',\n",
+       "   'Colours (INS 133, INS 1 10, INS 102, INS 122)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Chupa-Chups-Bites-Chewy-Toffee/dp/B07HVZBTC6'},\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 30,\n",
+       "  'quantity': 28,\n",
+       "  'weight': {'value': 61.6, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 1.5,\n",
+       "  'ingredient_quality_rating': 1,\n",
+       "  'health_impact_rating': 1.5,\n",
+       "  'final_rating': 1.3,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'SWEETS',\n",
+       "  'item_name': 'Chupa Chups Sour Bites, Mixed Fruit Punch Flavour, Soft & Chewy Toffee',\n",
+       "  'nutrition': {'energy': 366.5,\n",
+       "   'protein': 2.7,\n",
+       "   'carbohydrate': 81.2,\n",
+       "   'total_sugars': 55.3,\n",
+       "   'added_sugars': 55.3,\n",
+       "   'total_fat': 2.5,\n",
+       "   'saturated_fat': 2.2,\n",
+       "   'trans_fat': 0.01,\n",
+       "   'sodium': 207},\n",
+       "  'image_url': 'https://www.bigbasket.com/media/uploads/p/l/1215869-2_1-chupa-chups-combo-pack-of-sour-bites-sour-tubes.jpg',\n",
+       "  'barcode': '8907900878765'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e325a'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.7933'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': None,\n",
+       "  'final_rating': 4.17,\n",
+       "  'health_impact_rating': 4,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'ingredients': ['MILLETS & PULSES BLEND FLOUR (55%) (JOWAR/SORGHUM, CHICKPEAS, QUINOA, WHOLE GRAIN OATS, RAGI, SOY, URAD)',\n",
+       "   'RICE BRAN OIL',\n",
+       "   'SOY PROTEIN CONCENTRATE',\n",
+       "   'FIBER',\n",
+       "   'SUGAR',\n",
+       "   'AJWAIN POWDER',\n",
+       "   'BLACK PEPPER',\n",
+       "   'ROCK SALT',\n",
+       "   'FENUGREEK POWDER',\n",
+       "   'DEHYDRATED VEGETABLE POWDER (TOMATO, GARLIC, ONION)',\n",
+       "   'MIXED SPICES & HERBS (CHILLI, CINNAMON, TURMERIC, GINGER, BASIL)',\n",
+       "   'EDIBLE STARCH',\n",
+       "   'MILK SOLIDS',\n",
+       "   'ACIDITY REGULATOR (E296, E330)',\n",
+       "   'ANTI-CAKING AGENT (E551)'],\n",
+       "  'item_category': 'CHIPS',\n",
+       "  'item_name': 'RITEBITE MAX PROTEIN ASSORTED PROTEIN CHIPS 120G',\n",
+       "  'nutrition': {'energy': 478.3,\n",
+       "   'protein': 16.7,\n",
+       "   'carbohydrate': 49.7,\n",
+       "   'total_sugars': 3.5,\n",
+       "   'fiber': 6.7,\n",
+       "   'polyunsaturated_fat': 8.5,\n",
+       "   'monounsaturated_fat': 9.8,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholesterol': 0,\n",
+       "   'sodium': 0.8,\n",
+       "   'saturated_fat': 4.5,\n",
+       "   'total_fat': 22.8},\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/91EArnN-wlL.jpg',\n",
+       "  'barcode': '8901180680230'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3242'},\n",
+       "  'ingredients': ['coffee'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Nescaf%C3%A9-Classic-Coffee-50g-Glass/dp/B01C5IX1PA'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': False,\n",
+       "  'price': 215,\n",
+       "  'weight': {'value': 45, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'final_rating': 3.3,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': None, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': None,\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'NESCAFE Classic Instant Coffee Powder',\n",
+       "  'nutrition': None,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/711FLcJsU4L.jpg',\n",
+       "  'barcode': '8908117500326'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e324e'},\n",
+       "  'ingredients': ['Protein Blend (Whey Protein Concentrate, MILK Protein Isolate, Whey Protein Hydrolysate)',\n",
+       "   'Corn Syrup',\n",
+       "   'Dietary Fiber (Oligofructose)',\n",
+       "   'Humectant (Vegetable Glycerin, Sorbitol)',\n",
+       "   'Peanuts',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Sweetener (Maltitol)',\n",
+       "   'Cocoa powder',\n",
+       "   'Cocoa solids',\n",
+       "   'Almonds',\n",
+       "   'Oats',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Guar Gum',\n",
+       "   'Salt',\n",
+       "   'Antioxidant (Vit E)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/HYP-Whey-Protein-Bar-Chocolate/dp/B00Q4O07AE'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': False,\n",
+       "  'nutrients_per': {'value': 60, 'unit': 'g'},\n",
+       "  'price': 720,\n",
+       "  'quantity': 6,\n",
+       "  'weight': {'value': 360, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 4,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'health_impact_rating': 4,\n",
+       "  'final_rating': 3.8,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'HYP Meal Replacement Whey Protein Bar Pack of 6 (60g x 6) Peanut Butter and Chocolate',\n",
+       "  'nutrition': {'energy': 0.236,\n",
+       "   'protein': 20,\n",
+       "   'carbohydrate': 26.7,\n",
+       "   'fiber': 5.5,\n",
+       "   'total_sugars': 6.3,\n",
+       "   'polyols': 11,\n",
+       "   'total_fat': 7.8,\n",
+       "   'saturated_fat': 3,\n",
+       "   'sodium': 140},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61P3sctc-EL.jpg',\n",
+       "  'barcode': '8905585538196'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e325d'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.1068'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Dairy', 'Soya'],\n",
+       "  'final_rating': 3.5,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['POTATO',\n",
+       "   'EDIBLE REFINED VEGETABLE OIL',\n",
+       "   'HYDROLYSED VEGETABLE PROTEINS',\n",
+       "   'CHEESE POWDER',\n",
+       "   'WHEAT FLOUR',\n",
+       "   'FLAVOUR ENHANCER(E627,E631)',\n",
+       "   'ACIDITY REGULATOR (E330)',\n",
+       "   'ANTICAKING AGENT (E551)',\n",
+       "   'ANTIOXIDENTS (E319)',\n",
+       "   'CONTAINS ADDED FLAVOURS - NATURAL, NATURE IDENTICAL',\n",
+       "   'OIL',\n",
+       "   'ONION',\n",
+       "   'SALT',\n",
+       "   'SUGAR'],\n",
+       "  'item_category': 'CHIPS',\n",
+       "  'item_name': 'CITY BAKERY KETTLE COOKED JALAPENO & CHEESE POTATO CHIPS 70G',\n",
+       "  'nutrition': {'energy': 537.79,\n",
+       "   'protein': 6.97,\n",
+       "   'carbohydrate': 49.63,\n",
+       "   'fiber': 4.18,\n",
+       "   'total_sugars': 0.28,\n",
+       "   'monounsaturated_fat': 9.81,\n",
+       "   'polyunsaturated_fat': 11.86,\n",
+       "   'trans_fat': 0,\n",
+       "   'sodium': 332,\n",
+       "   'vitamin_c': 8.4,\n",
+       "   'vitamin_a': 0,\n",
+       "   'iron': 1.6,\n",
+       "   'calcium': 2,\n",
+       "   'cholestrol': 0,\n",
+       "   'saturated_fat': 10.7,\n",
+       "   'total_fat': 38.2},\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/6111Ohd68KL.jpg',\n",
+       "  'barcode': '8903687805147'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3263'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.11'},\n",
+       "  'servings': 6,\n",
+       "  'allergy_info': None,\n",
+       "  'final_rating': 2.7,\n",
+       "  'health_impact_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2.5,\n",
+       "  'ingredients': ['APPLE JUICE CONCENTRATE(3.85%)',\n",
+       "   'WATER',\n",
+       "   'LIQUID GLUCOSE',\n",
+       "   'ACIDITY REGULATOR (INS 296)',\n",
+       "   'SUGAR',\n",
+       "   'FLAVOURS (NATURE IDENTICAL FLAVOURING SUBSTANCES)',\n",
+       "   'ANTIOXIDANT(INS 300)'],\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'REAL APPLE FRUIT JUICE -1L',\n",
+       "  'nutrition': {'energy': 57,\n",
+       "   'protein': 0,\n",
+       "   'carbohydrate': 14.2,\n",
+       "   'total_sugars': 14.2,\n",
+       "   'added_sugars': 12,\n",
+       "   'total_fat': 0,\n",
+       "   'sodium': 10,\n",
+       "   'vitamin_c': 10,\n",
+       "   'calcium': 1,\n",
+       "   'iron': 0.4,\n",
+       "   'potassium': 15},\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'unit': 'ML',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.grocerslocal.in/media/catalog/product/cache/2c7666b95835e0d8816b2ed2e9c41efb/8/9/8901207021220_7.jpg',\n",
+       "  'barcode': '8905098246151'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3268'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.276'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'final_rating': 4,\n",
+       "  'health_impact_rating': 3.9,\n",
+       "  'ingredient_quality_rating': 4.2,\n",
+       "  'ingredients': ['ROASTED PEANUTS',\n",
+       "   'STABILIZER (MONO AND DIGLYCERIDES OF_FATTY ACIDS)',\n",
+       "   'PEANUTS',\n",
+       "   'LODISED SALT',\n",
+       "   'SUGAR'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'SUNDROP PEANUT BUTTER, CREAMY, 924G',\n",
+       "  'nutrition': {'energy': 645,\n",
+       "   'protein': 25,\n",
+       "   'carbohydrate': 19,\n",
+       "   'fiber': 5,\n",
+       "   'total_sugars': 19,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 52,\n",
+       "   'saturated_fat': 10,\n",
+       "   'monounsaturated_fat': 27,\n",
+       "   'polyunsaturated_fat': 13,\n",
+       "   'trans_fat': 0,\n",
+       "   'omega-6_pufa': 13,\n",
+       "   'cholesterol': 0,\n",
+       "   'sodium': 345},\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/81dR2Ca85rL.jpg',\n",
+       "  'barcode': '8906344794402'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3273'},\n",
+       "  'price_per_unit': 0.08,\n",
+       "  'servings': 20,\n",
+       "  'allergy_info': ['Gluten', 'Soya'],\n",
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+       "  'health_impact_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2,\n",
+       "  'ingredients': ['REFINED WHEAT FLOUR (MAIDA)',\n",
+       "   'SUGAR',\n",
+       "   'YEAST',\n",
+       "   'IODISED SALT',\n",
+       "   'EDIBLE VEGETABLE OIL (PALM)',\n",
+       "   'SOY FLOUR',\n",
+       "   'VITAL GLUTEN',\n",
+       "   'PRESERVATIVE (282)',\n",
+       "   'FLOUR TREATMENT AGENT (516 & 510)',\n",
+       "   'EMULSIFIER (472E)',\n",
+       "   'STABILIZERS [170, 412]',\n",
+       "   'ACIDITY REGULATOR (260)',\n",
+       "   'VITAMINS B VITAMINS (15% RDA*)',\n",
+       "   'ANTIOXIDANT (300)'],\n",
+       "  'item_category': 'BREAD',\n",
+       "  'item_name': 'BRITANNIA HEALTHY SLICE SANDWICH WHITE BREAD 500G',\n",
+       "  'nutrition': {'energy': 245.22,\n",
+       "   'protein': 13.72,\n",
+       "   'carbohydrate': 44.66,\n",
+       "   'total_sugars': 4.22,\n",
+       "   'added_sugars': 2.1,\n",
+       "   'total_fat': 1.3,\n",
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+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 333.52,\n",
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+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/81C38DNA4tL.jpg',\n",
+       "  'barcode': '8905530767183'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e327b'},\n",
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+       "  'allergy_info': ['Sulphites'],\n",
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+       "  'health_impact_rating': 3.5,\n",
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+       "  'ingredients': ['FRUIT [ORANGE (35%), GULGUL GIANT INDIAN LEMON (10%)]',\n",
+       "   'SUGAR',\n",
+       "   'LIME',\n",
+       "   'EDIBLE VEGETABLE OIL (RICE BRAN OIL)'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'BHUIRA|ALL NATURAL JAM BITTER ORANGE MARMALADE|NO ADDED PRESERVATIVES|NO ARTIFICAL COLOR ADDED|240 G|PACK OF 1',\n",
+       "  'nutrition': {'energy': 281,\n",
+       "   'protein': 0.42,\n",
+       "   'carbohydrate': 69.83,\n",
+       "   'total_sugars': 53.49,\n",
+       "   'added_sugars': 20.74,\n",
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+       "   'fiber': 1},\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/51rt9jAxycL.jpg',\n",
+       "  'barcode': '8904753578538'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e327d'},\n",
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+       "  'allergy_info': ['OATS', 'Soya', 'Others', 'Dairy', 'Nuts'],\n",
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+       "  'health_impact_rating': 4,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'ingredients': ['CORN GRITS (90%)',\n",
+       "   'SUGAR',\n",
+       "   'CEREAL EXTRACT',\n",
+       "   'IODIZED SALT',\n",
+       "   'VITAMINS',\n",
+       "   'ANTIOXIDANTS (INS-307B)',\n",
+       "   'MINERALS'],\n",
+       "  'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"KELLOGG'S CORN-FLAKES ORIGINAL 1.2KG | POWER OF 5: ENERGY, PROTEIN, IRON, IMMUNO NUTRIENTS, VITAMINS B1, B2, B3 & C| CORN-FLAKES, BREAKFAST CEREAL\",\n",
+       "  'nutrition': {'energy': 378,\n",
+       "   'protein': 6.7,\n",
+       "   'carbohydrate': 86.9,\n",
+       "   'total_sugars': 9.2,\n",
+       "   'added_sugars': 8,\n",
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+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.jiomart.com/images/product/original/491586426/kellogg-s-corn-flakes-1-2-kg-product-images-o491586426-p491586426-3-202403011830.jpg',\n",
+       "  'barcode': '8908173648413'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3283'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.2'},\n",
+       "  'servings': 1,\n",
+       "  'allergy_info': ['OATS', 'Soya', 'Dairy', 'Nuts', 'Mustard'],\n",
+       "  'final_rating': 2.8,\n",
+       "  'health_impact_rating': 2.8,\n",
+       "  'ingredient_quality_rating': 2.5,\n",
+       "  'ingredients': ['REFINED WHEAT FLOUR (MAIDA)',\n",
+       "   'PALM OIL',\n",
+       "   'IODIZED SALT',\n",
+       "   'WHEAT GLUTEN',\n",
+       "   'THICKENERS (508 & 412)',\n",
+       "   'ACIDITY REGULATORS (SOI(I) & SW(I)) AND HUMECTANT (451(I))',\n",
+       "   'MIXED SPICES (25-6%)',\n",
+       "   'ONION POWDER',\n",
+       "   'CORIANDER POWDER',\n",
+       "   'TURMERIC POWDER',\n",
+       "   'RED CHILLI POWDER',\n",
+       "   'GARLIC POWDER',\n",
+       "   'CUMIN POWDER',\n",
+       "   'ANISEED POWDER',\n",
+       "   'GINGER POWDER',\n",
+       "   'FENUGREEK',\n",
+       "   'BLACK PEPPER POWDER',\n",
+       "   'CLOVE POWDER',\n",
+       "   'GREEN CARDAMOM POWDER & NUTMEG POWDER)',\n",
+       "   'FINED WHEAT FLOUR (MAIDA)',\n",
+       "   'HYDROLYSED GROUNDNUT PROTEIN',\n",
+       "   'SUGAR',\n",
+       "   'PALM OIL',\n",
+       "   'STARCH',\n",
+       "   'IODIZED SALT',\n",
+       "   'THICKENER (508)',\n",
+       "   'FLAVOUR ENHANCER (635)',\n",
+       "   'TOASTED ONION FLAKES',\n",
+       "   'ACIDITY REGULATOR (330)',\n",
+       "   'COLOUR (T50D)',\n",
+       "   'MINERAL AND WHEAT GLUTEN'],\n",
+       "  'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'MAGGI 2-MINUTE INSTANT NOODLES - MASALA, 70 G POUCH',\n",
+       "  'nutrition': {'energy': 384,\n",
+       "   'protein': 8.2,\n",
+       "   'carbohydrate': 59.6,\n",
+       "   'total_sugars': 1.8,\n",
+       "   'added_sugars': 1.3,\n",
+       "   'total_fat': 12.5,\n",
+       "   'saturated_fat': 8.2,\n",
+       "   'trans_fat': 0.13,\n",
+       "   'sodium': 1028.3,\n",
+       "   'iron': 6.9},\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://5.imimg.com/data5/SELLER/Default/2021/9/DS/FG/NF/25679466/3.jpg',\n",
+       "  'barcode': '8901061602658'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e328b'},\n",
+       "  'price_per_unit': 0.4973333333,\n",
+       "  'servings': 150,\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Others'],\n",
+       "  'final_rating': 3.5,\n",
+       "  'health_impact_rating': 3.2,\n",
+       "  'ingredient_quality_rating': 3.7,\n",
+       "  'ingredients': ['CEREAL EXTRACT (56%) [BARLEY, WHEAT, MILLETS]',\n",
+       "   'COCOA SOLIDS',\n",
+       "   'SUGAR',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'COLOUR (150C)',\n",
+       "   'WHEAT GLUTEN',\n",
+       "   'EMULSIFIER (INS 471, INS 322)',\n",
+       "   'MINERALS',\n",
+       "   'LIQUID GLUCOSE',\n",
+       "   'MILK SOLIDS',\n",
+       "   'VITAMINS',\n",
+       "   'FLAVOURS(NATURAL, NATURE IDENTICAL AND ARTIFICIAL (VANILLA) FALVOURING SUBSTANCES)',\n",
+       "   'IODIZED SALT'],\n",
+       "  'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'BOURNVITA CHOCOLATE NUTRITION DRINK 750 G POUCH',\n",
+       "  'nutrition': {'energy': 381,\n",
+       "   'protein': 7,\n",
+       "   'carbohydrate': 86,\n",
+       "   'total_sugars': 46,\n",
+       "   'added_sugars': 32.2,\n",
+       "   'total_fat': 1.8,\n",
+       "   'saturated_fat': 0.9,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0.1,\n",
+       "   'calcium': 500,\n",
+       "   'sodium': 175,\n",
+       "   'fiber': 3.5,\n",
+       "   'phosphorus': None,\n",
+       "   'vitamin_d2': 18.8,\n",
+       "   'vitamin_k': None,\n",
+       "   'magnesium': 132,\n",
+       "   'manganese': 1.8,\n",
+       "   'vitamin_b1': 0.42,\n",
+       "   'vitamin_b2': 0.6,\n",
+       "   'vitamin_b3': 5.5,\n",
+       "   'vitamin_b5': 2.5,\n",
+       "   'vitamin_b6': 0.8,\n",
+       "   'calcium_panthothenate': None,\n",
+       "   'biotin': 15,\n",
+       "   'iodine': 0.133,\n",
+       "   'iron': 23,\n",
+       "   'vitamin_b12': 1.4,\n",
+       "   'folic_acid': None,\n",
+       "   'vitamin_a': 790,\n",
+       "   'vitamin_e': None,\n",
+       "   'vitamin_c': 95,\n",
+       "   'zinc': 7.4,\n",
+       "   'selenium': 19,\n",
+       "   'potassium': None,\n",
+       "   'coppper': 1.1,\n",
+       "   'chloride': None,\n",
+       "   'chromium': None,\n",
+       "   'molybdenum': None,\n",
+       "   'carnitine': None,\n",
+       "   'choline': None,\n",
+       "   'inositol': None,\n",
+       "   'taurine': None},\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61bAWdUjwDL.jpg',\n",
+       "  'barcode': '8908917487605'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e325b'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.10299'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Others'],\n",
+       "  'final_rating': 2.5,\n",
+       "  'health_impact_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2.5,\n",
+       "  'ingredients': ['DRIED POTATO',\n",
+       "   'EDIBLE VEGETABLE OIL (COCONUT OIL & PALM OIL)',\n",
+       "   'SOUR CREAM & ONION SEASONING',\n",
+       "   'CHEESE POWDER',\n",
+       "   'VEGETABLE PROTEIN',\n",
+       "   'CORN FLOUR',\n",
+       "   'WHEAT STARCH',\n",
+       "   'SALT',\n",
+       "   'MALTODEXTRIN'],\n",
+       "  'item_category': 'CHIPS',\n",
+       "  'item_name': 'PRINGLES SOUR CREAM & ONION FLAVOUR POTATO CHIPS 134G',\n",
+       "  'nutrition': {'energy': 541,\n",
+       "   'protein': 5,\n",
+       "   'carbohydrate': 57.6,\n",
+       "   'total_sugars': 3.2,\n",
+       "   'trans_fat': 0.3,\n",
+       "   'sodium': 642,\n",
+       "   'saturated_fat': 15,\n",
+       "   'total_fat': 30.9},\n",
+       "  'nutritional_content_rating': 2.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71C9IJ7JOrL.jpg',\n",
+       "  'barcode': '8908985601316'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3261'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '1.69'},\n",
+       "  'servings': 4,\n",
+       "  'allergy_info': None,\n",
+       "  'final_rating': 4.2,\n",
+       "  'health_impact_rating': 4,\n",
+       "  'ingredient_quality_rating': 5,\n",
+       "  'ingredients': ['CRANBERRY(100%)'],\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'URBAN PLATTER CANADIAN CRANBERRY JUICE 1L',\n",
+       "  'nutrition': {'energy': 70,\n",
+       "   'protein': 0,\n",
+       "   'carbohydrate': 18,\n",
+       "   'total_sugars': 11,\n",
+       "   'added_sugars': 0,\n",
+       "   'fiber': 0,\n",
+       "   'total_fat': 0,\n",
+       "   'sodium': 10},\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'ML',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/615rvgmw5VL.jpg',\n",
+       "  'barcode': '8905616398041'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3247'},\n",
+       "  'ingredients': ['Potato (44%)',\n",
+       "   'Edible Vegetable Oil (Cotton Seed. Corn & Palmolein Oil)',\n",
+       "   'Gram Pulse Flour',\n",
+       "   'Rice Flour',\n",
+       "   'Edible Starch',\n",
+       "   'Iodised Salt',\n",
+       "   'Coriander Powder',\n",
+       "   'Cumin Powder',\n",
+       "   'Mango Powder',\n",
+       "   'Garlic Powder',\n",
+       "   'Onion Powder',\n",
+       "   'Lemon Powder',\n",
+       "   'Ginger Powder',\n",
+       "   'Red Chilli Powder',\n",
+       "   'Mace Powder',\n",
+       "   'Nutmeg Powder',\n",
+       "   'Turmeric Powder',\n",
+       "   'Mint Leaves Powder',\n",
+       "   'Acidity Regulator (INS 330)',\n",
+       "   'Anticaking Agent (INS 551)',\n",
+       "   'Flavour Enhancers (INS 627 & INS 631)',\n",
+       "   'Natural & Nature Identical Flavouring Substances'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Haldirams-Delhi-Aloo-Bhujia-400g/dp/B00G7SCPG6/ref=sr_1_6_f3_wg?almBrandId=ctnow&crid=12OF2PTH8JZEX&dib=eyJ2IjoiMSJ9.vmsnnbdy6xbLq-8cVACZH-8zQcsk2e_yeriNj90Gowrxg5RQPvGKMx-BsiK-FbzcMSq6rCAueAlRhO3k8wWvBjDjgoYo5OwM5r0MsWBoG1B-35ebIdZYF9Sf5w3-ycojnmR2FemAP5iQHdjClz9b24JA1ASrMW2V_UaKppgdtkYZ0kmQcUOG-0-gozoCLf8KgMzpEZwAGvfwvW7Q5EO58CQEo10Mjvm4Cs4yW9OL_5tsApk8N-0wudK7el97fweG9ou4aOzOy4b1OEq5x3iaiZ2lMk8NZFjTjbYHoB4inU0.rJ4xdZfjGv7VaRdgMXouylnsVr0AhiL-F_21JhCAqeg&dib_tag=se&fpw=alm&keywords=namkeen&qid=1728628013&s=nowstore&sprefix=namkeen%2Cnowstore%2C224&sr=1-6'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 103,\n",
+       "  'weight': {'value': 440, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2.5,\n",
+       "  'health_impact_rating': 2.5,\n",
+       "  'final_rating': 2.5,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 20, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': 11,\n",
+       "  'item_category': 'NAMKEEN',\n",
+       "  'item_name': \"Haldiram's Namkeen - Aloo Bhujia\",\n",
+       "  'nutrition': {'energy': 584.3,\n",
+       "   'protein': 10.3,\n",
+       "   'carbohydrate': 42.4,\n",
+       "   'total_sugars': 3.8,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 41.5,\n",
+       "   'saturated_fat': 14.5,\n",
+       "   'sodium': 849.2},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71PGObmTVjL.jpg',\n",
+       "  'barcode': '8904881038881'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e328a'},\n",
+       "  'price_per_unit': 0.498,\n",
+       "  'servings': 50,\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Others'],\n",
+       "  'final_rating': 3.3,\n",
+       "  'health_impact_rating': 3,\n",
+       "  'ingredient_quality_rating': 3.4,\n",
+       "  'ingredients': ['CEREAL EXTRACT (44%) [MALTED BARLEY (13%), BARLEY (11%), WHEAT MALT (11%), WHEAT (9%)]',\n",
+       "   'MILK SOLIDS (2%)',\n",
+       "   'SUGAR',\n",
+       "   'COCOA POWDER',\n",
+       "   'WHEAT GLUTEN',\n",
+       "   'SOY PROTEIN ISOLATE',\n",
+       "   'EMULSIFIER (INS 471)',\n",
+       "   'MINERALS',\n",
+       "   'LIQUID GLUCOSE',\n",
+       "   'NATURAL COLOUR (INS150C)',\n",
+       "   'VITAMINS',\n",
+       "   'NATURE IDENTICAL FLAVOURING SUBSTANCES',\n",
+       "   'ACIDITY REGULATORS [INS 501 AND INS 500]',\n",
+       "   'EDIBLE IODIZED SALT'],\n",
+       "  'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'HORLICKS CHOCOLATE NUTRITION DRINK || JAR 500 G',\n",
+       "  'nutrition': {'energy': 360,\n",
+       "   'protein': 7,\n",
+       "   'carbohydrate': 81,\n",
+       "   'total_sugars': 46,\n",
+       "   'added_sugars': 35,\n",
+       "   'total_fat': 2,\n",
+       "   'saturated_fat': 1.1,\n",
+       "   'trans_fat': 0.0099,\n",
+       "   'cholestrol': 4.6,\n",
+       "   'calcium': 741,\n",
+       "   'sodium': 328,\n",
+       "   'fiber': 5,\n",
+       "   'phosphorus': 190,\n",
+       "   'vitamin_d2': 9.3,\n",
+       "   'vitamin_k': None,\n",
+       "   'magnesium': 65,\n",
+       "   'manganese': None,\n",
+       "   'vitamin_b1': 1.3,\n",
+       "   'vitamin_b2': 3,\n",
+       "   'vitamin_b3': 17,\n",
+       "   'vitamin_b5': 1.4,\n",
+       "   'vitamin_b6': 3.7,\n",
+       "   'calcium_panthothenate': None,\n",
+       "   'biotin': None,\n",
+       "   'iodine': 0.139,\n",
+       "   'iron': 26,\n",
+       "   'vitamin_b12': 1.9,\n",
+       "   'folic_acid': None,\n",
+       "   'vitamin_a': 741,\n",
+       "   'vitamin_e': 2.5,\n",
+       "   'vitamin_c': 140,\n",
+       "   'zinc': 8.3,\n",
+       "   'selenium': 74,\n",
+       "   'potassium': 300,\n",
+       "   'chloride': 180,\n",
+       "   'chromium': None,\n",
+       "   'molybdenum': None,\n",
+       "   'carnitine': None,\n",
+       "   'choline': None,\n",
+       "   'inositol': None,\n",
+       "   'taurine': None},\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61MhNvUnqxL.jpg',\n",
+       "  'barcode': '8905586345946'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3246'},\n",
+       "  'ingredients': ['Toned MILK (88.7%)',\n",
+       "   'SUGAR',\n",
+       "   'EMULSIFIER (INS 471)',\n",
+       "   'Stabilizer (INS 407)',\n",
+       "   'Acidity Regulator [INS 339(iii)]',\n",
+       "   'Iodized Salt',\n",
+       "   'Vanilla Extract (0.001%)',\n",
+       "   'Synthetic Food Colour (INS 102)',\n",
+       "   'ADDED FLAVOURS [NATURAL NATURE IDENTICAL AND FLAVOURING SUBSTANCES]'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Sunfeast-Vanilla-MILKshake-Extracts-Bottle/dp/B08TVJRBT3'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 40,\n",
+       "  'weight': {'value': 180, 'unit': 'ml'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2,\n",
+       "  'health_impact_rating': 2.5,\n",
+       "  'final_rating': 2.3,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': None, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': None,\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Sunfeast Vanilla MILKshake',\n",
+       "  'nutrition': {'energy': 110,\n",
+       "   'protein': 3.2,\n",
+       "   'carbohydrate': 17.4,\n",
+       "   'total_sugars': 11.5,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 3.1,\n",
+       "   'saturated_fat': None,\n",
+       "   'calcium': 120},\n",
+       "  'image_url': 'https://rukminim2.flixcart.com/image/750/900/xif0q/milk/n/i/n/-original-imah4u3czcgtqaxx.jpeg?q=20&crop=false',\n",
+       "  'barcode': '8902623599119'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3289'},\n",
+       "  'price_per_unit': 0.638,\n",
+       "  'servings': 50,\n",
+       "  'allergy_info': ['Dairy', 'Nuts', 'Soya'],\n",
+       "  'final_rating': 3.3,\n",
+       "  'health_impact_rating': 3,\n",
+       "  'ingredient_quality_rating': 3.2,\n",
+       "  'ingredients': ['MILK SOLIDS (54.7%)',\n",
+       "   'SUGAR',\n",
+       "   'PEANUT OIL',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'NATURAL (COCOA) AND ARTIFICIAL (CHOCOLATE) FLAVOURING SUBSTANCES',\n",
+       "   'NATURAL COLOUR (INS150C)',\n",
+       "   'MINERALS',\n",
+       "   'BEET RED (INS162)',\n",
+       "   'VITAMINS',\n",
+       "   'INOSITOL',\n",
+       "   'TAURINE',\n",
+       "   'L-CARNITINE'],\n",
+       "  'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'COMPLAN NUTRITION DRINK POWDER FOR CHILDREN, ROYALE CHOCOLATE FLAVOUR, 500 G CARTON | NUTRITION DRINK FOR KIDS WITH PROTEIN & 34 VITAL NUTRIENTS',\n",
+       "  'nutrition': {'energy': 419,\n",
+       "   'protein': 18,\n",
+       "   'carbohydrate': 62,\n",
+       "   'total_sugars': 45.5,\n",
+       "   'added_sugars': 21.8,\n",
+       "   'total_fat': 11,\n",
+       "   'saturated_fat': None,\n",
+       "   'trans_fat': None,\n",
+       "   'cholestrol': 0,\n",
+       "   'calcium': 800,\n",
+       "   'sodium': 400,\n",
+       "   'phosphorus': 780,\n",
+       "   'vitamin_d2': 10,\n",
+       "   'vitamin_k': 45,\n",
+       "   'magnesium': 76,\n",
+       "   'manganese': 1.5,\n",
+       "   'vitamin_b1': 0.5,\n",
+       "   'vitamin_b2': 0.7,\n",
+       "   'vitamin_b3': 6,\n",
+       "   'vitamin_b6': 0.76,\n",
+       "   'calcium_panthothenate': 3,\n",
+       "   'biotin': 14,\n",
+       "   'iodine': 0.1,\n",
+       "   'iron': 13.5,\n",
+       "   'vitamin_b12': 1,\n",
+       "   'folic_acid': 75,\n",
+       "   'vitamin_a': 360,\n",
+       "   'vitamin_e': 7,\n",
+       "   'vitamin_c': 30,\n",
+       "   'zinc': 4.5,\n",
+       "   'selenium': 15,\n",
+       "   'potassium': 920,\n",
+       "   'chloride': 500,\n",
+       "   'chromium': 7.5,\n",
+       "   'molybdenum': 11,\n",
+       "   'carnitine': 7,\n",
+       "   'choline': 58,\n",
+       "   'inositol': 30,\n",
+       "   'taurine': 15},\n",
+       "  'nutritional_content_rating': 3.7,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/618ChkFF7tL.jpg',\n",
+       "  'barcode': '8906640907643'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3236'},\n",
+       "  'ingredients': ['REFINED WHEAT FLOUR (MAIDA)',\n",
+       "   'REFINED PALM & PALMOLEIN OIL',\n",
+       "   'SUGAR',\n",
+       "   'LIQUID GLUCOSE',\n",
+       "   'RAISING AGENTS [503(ii), 341(ii), 500(ii) & 450(i)]',\n",
+       "   'BUTTER (1.2%)',\n",
+       "   'BLACK SALT',\n",
+       "   'MILK SOLIDS',\n",
+       "   'DEHYDRATED VEGETABLE (CHIVES) (1%)',\n",
+       "   'IODISED SALT',\n",
+       "   'NATURE IDENTICAL FLAVOURING SUBSTANCE',\n",
+       "   'DOUGH CONDITIONER (223) AND IMPROVERS [1101 (i) & XYLANASE]'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Britannia-50-50-Maska-Chaska-120g/dp/B00S9BOLD4'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 30,\n",
+       "  'weight': {'value': 105, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2,\n",
+       "  'ingredient_quality_rating': 1.5,\n",
+       "  'health_impact_rating': 2,\n",
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+       "  'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Britannia 50-50 Maska Chaska',\n",
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+       "  'image_url': 'https://m.media-amazon.com/images/I/71aouXcgLWL.jpg',\n",
+       "  'barcode': '8900147312511'},\n",
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+       "   'THICKENER -1420',\n",
+       "   'PALM OIL / PALMOLEIN',\n",
+       "   'WHEAT GLUTEN',\n",
+       "   'POTATO STARCH',\n",
+       "   'IODISED SALT',\n",
+       "   'YEAST',\n",
+       "   'ACIDITY',\n",
+       "   'REGULATOR AND 501(I1 TEXTURIZER - 4510',\n",
+       "   'IODISED SALT',\n",
+       "   'DEHYDRATED VEGETABLES(CABBAGE, ONION, GINGER)',\n",
+       "   'FLAVOUR ENHANCER - 627 & 631',\n",
+       "   'MILK SOLIDS',\n",
+       "   'POTATO STARCH',\n",
+       "   'SPICES AND CONDIMENTS (CHILLI POWDER (0.8%))',\n",
+       "   'OLEORESIN CHILLI',\n",
+       "   'SUGAR',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'FLAVOURS - NATURE IDENTICAL FLAVOURING SUBSTANCES AND NATURAL GARLIC AGENT -551',\n",
+       "   'HYDROLYZED VEGETABLE PROTEIN',\n",
+       "   'DEHYDRATED VEGETABLES (3.1%): CABBAGE, SPRING ONION, MUSHROOM, BROCCOLI, BELL PEPPER, ZUCCHINI.'],\n",
+       "  'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'INDOMIE INSTANT SOUP NOODLES - SPECIAL CHICKEN FLAVOUR, 75 G POUCH',\n",
+       "  'nutrition': {'energy': 456,\n",
+       "   'protein': 10.6,\n",
+       "   'carbohydrate': 64.1,\n",
+       "   'total_sugars': 2.6,\n",
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+       "  'image_url': 'https://m.media-amazon.com/images/I/81jvuBiWgAL.jpg',\n",
+       "  'barcode': '8905755917417'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3286'},\n",
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+       "  'ingredients': ['WHEAT FLOUR',\n",
+       "   'MODIFIED TAPIOCA STARCH',\n",
+       "   'REFINED PALM OIL',\n",
+       "   'WHEAT GLUTEN',\n",
+       "   'SALT',\n",
+       "   'EMULSIFIER(SOY LECHITIN(E322))',\n",
+       "   'ACIDITY REGULATOR (POTSASSIUM CARBONATE[ES01]), SODIUM CARBONATE[E500]',\n",
+       "   'SODIUM PHOSPHATE DIBASIC(E399)',\n",
+       "   'CITRIC ACID [E330]',\n",
+       "   'ONION EXTRACT',\n",
+       "   'THICKENER (GUARGUM[E412])',\n",
+       "   'GREEN TEA FLAVOR OIL',\n",
+       "   'WHEAT FLOUR',\n",
+       "   'WATER',\n",
+       "   'SOY SAUCE',\n",
+       "   'SUGAR',\n",
+       "   'ARTIFICIAL CHICKEN FLAVOR POWDER',\n",
+       "   'CHILLI PEPPER POWDER',\n",
+       "   'SOYBEAN OIL',\n",
+       "   'ONION',\n",
+       "   'RED PEPPER POWDER',\n",
+       "   'REP PEPPER SEED OIL',\n",
+       "   'YEAST POWDER',\n",
+       "   'GARLIC MODIFIED POTATO STARCH',\n",
+       "   'PAPRIKA EXTRACT',\n",
+       "   'BLACK PEPPER POWDER',\n",
+       "   'CURRY POWDER',\n",
+       "   'ROASTED SESAME',\n",
+       "   'ROASTED LAYER'],\n",
+       "  'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'SAMYANG FIRE BULDAK HOT CHICKEN FLAVOUR RAMESN NOODLE CUP - 70 GM',\n",
+       "  'nutrition': {'energy': 295,\n",
+       "   'protein': 6,\n",
+       "   'carbohydrate': 42,\n",
+       "   'total_sugars': 6,\n",
+       "   'total_fat': 10,\n",
+       "   'saturated_fat': 5,\n",
+       "   'trans_fat': 0,\n",
+       "   'sodium': 630,\n",
+       "   'iron': 6.9},\n",
+       "  'nutritional_content_rating': 3.2,\n",
+       "  'unit': 'G',\n",
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+       "  'image_url': 'https://m.media-amazon.com/images/I/71ymXNtUKrL._AC_UF1000,1000_QL80_.jpg',\n",
+       "  'barcode': '8903255946678'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3282'},\n",
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+       "  'ingredients': ['WHEAT GLAKES (60.19%)',\n",
+       "   'ROLLED OATS (33.68%)',\n",
+       "   'SWEETENER (INS 965)',\n",
+       "   'LEMON POWDER',\n",
+       "   'ANTIOXIDANT (INS 310)'],\n",
+       "  'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'GAIA CRUNCHY DIET MUESLI - LOW-CALORIE, PROTEIN RICH, HIGH-FIBER MUESLI CEREAL SERVES AS A HEALTHY AND NUTRITIOUS BREAKFAST OPTION WITH ZERO ADDED SUGAR. 1KG JAR PACK - NO ADDED FLAVOR',\n",
+       "  'nutrition': {'energy': 409.28,\n",
+       "   'protein': 13.49,\n",
+       "   'carbohydrate': 78.57,\n",
+       "   'total_sugars': 2.49,\n",
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+       "   'fiber': None},\n",
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+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/710GYc8VryL.jpg',\n",
+       "  'barcode': '8907978811985'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e324f'},\n",
+       "  'ingredients': ['Peanuts (39%)',\n",
+       "   'dates (22%)',\n",
+       "   'oranberries (20%)',\n",
+       "   'whey protein concentrate (17%)',\n",
+       "   'cocoa butter (2%)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Whole-Truth-Protein-Peanut-Butter/dp/B0BN3D1SBF'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': False,\n",
+       "  'nutrients_per': {'value': 52, 'unit': 'g'},\n",
+       "  'price': 100,\n",
+       "  'weight': {'value': 12, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'final_rating': 3.7,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'The Whole Truth - 12g Protein Bar',\n",
+       "  'nutrition': {'energy': 259,\n",
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+       "   'total_sugars': 14.8,\n",
+       "   'fiber': 2.5,\n",
+       "   'total_fat': 14.9,\n",
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+       "  'image_url': 'https://m.media-amazon.com/images/I/41BqLAf3AaL._AC_.jpg',\n",
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+       "   'REFINED (PALMOLEIN & PALM) OIL',\n",
+       "   'SUGAR (18%)',\n",
+       "   'RAISING AGENTS [503 (ii), 500(ii) & 341(i)',\n",
+       "   'IODISED SAIT (0.8%)',\n",
+       "   'INVERT SUGAR SYRUP',\n",
+       "   'YEAST',\n",
+       "   'ACIDITY REGULATORS (270 & 330)',\n",
+       "   'EMULSIFIER (472e)',\n",
+       "   'NATURE IDENTICAL AND ARTIFICIAL (VANILLA) FLAVOURING SUBSTANCES',\n",
+       "   'DOUGH CONDITIONER (223) AND IMPROVERS [1101(i), 1101(ii), 1100(i) & XYLANASE]'],\n",
+       "  'meta': {'url': 'https://www.bigbasket.com/pd/100012350/britannia-50-50-sweet-salty-biscuits-76-g/?z=MzE0OTkyNTYwMQ&utm_source=google&utm_medium=cpc&utm_campaign=Ahmedabad-Gandhinagar-PLA%2F'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 10,\n",
+       "  'weight': {'value': 62.8, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2,\n",
+       "  'ingredient_quality_rating': 1.5,\n",
+       "  'health_impact_rating': 2,\n",
+       "  'final_rating': 1.8,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 13, 'unit': 'g', 'count': 4},\n",
+       "  'servings_per_pack': 5,\n",
+       "  'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Britannia 50-50 Sweet & Salty Biscuits',\n",
+       "  'nutrition': {'energy': 487,\n",
+       "   'carbohydrate': 72,\n",
+       "   'total_sugars': 19.5,\n",
+       "   'added_sugars': 18.5,\n",
+       "   'protein': 7,\n",
+       "   'total_fat': 19,\n",
+       "   'saturated_fat': 9,\n",
+       "   'monounsaturated_fat': 8,\n",
+       "   'polyunsaturated_fat': 2,\n",
+       "   'sodium': 466},\n",
+       "  'image_url': 'https://www.bigbasket.com/media/uploads/p/l/40023487_8-britannia-50-50-sweet-salty-biscuits.jpg',\n",
+       "  'barcode': '8903956006657'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3277'},\n",
+       "  'price_per_unit': 1.03,\n",
+       "  'servings': 40,\n",
+       "  'allergy_info': ['Dairy', 'Nuts', 'Soya'],\n",
+       "  'final_rating': 2.2,\n",
+       "  'health_impact_rating': 2,\n",
+       "  'ingredient_quality_rating': 2.5,\n",
+       "  'ingredients': ['SUGAR',\n",
+       "   'PALM OIL',\n",
+       "   'HAZELNUTS (13%)',\n",
+       "   'SKIMMED COW MILK POWDER (8.7%)',\n",
+       "   'LOW FAT COCOA POWDER (7.4%)',\n",
+       "   'EMULSIFIER (LECHITHIN - INS322)',\n",
+       "   'ADDED FLAVOUR (VANILLIN)'],\n",
+       "  'item_category': 'BREAD',\n",
+       "  'item_name': 'NUTELLA HAZELNUT SPREAD, 350 G JAR',\n",
+       "  'nutrition': {'energy': 533,\n",
+       "   'protein': 6.3,\n",
+       "   'carbohydrate': 57.5,\n",
+       "   'total_sugars': 56.3,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 30.9,\n",
+       "   'saturated_fat': 10.6,\n",
+       "   'trans_fat': 0.1,\n",
+       "   'cholestrol': None,\n",
+       "   'sodium': 577,\n",
+       "   'fiber': None},\n",
+       "  'nutritional_content_rating': 2,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/51M2TOk4RJL.jpg',\n",
+       "  'barcode': '8902756062931'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3241'},\n",
+       "  'ingredients': ['Coffee beans (70%)', 'Chicory (30%)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Continental-Coffee-Xtra-Instant-Powder/dp/B01N0AO8RI'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': False,\n",
+       "  'price': 380,\n",
+       "  'weight': {'value': 200, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'final_rating': 3.3,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': None, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': None,\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Continental Coffee Xtra Instant Coffee Powder',\n",
+       "  'nutrition': None,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/817Kj5CWfIL.jpg',\n",
+       "  'barcode': '8909259368485'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e324c'},\n",
+       "  'ingredients': ['BENGAL GRAM (65%)',\n",
+       "   'EDIBLE VEGETABLE OIL (PALMOLEIN OIL)',\n",
+       "   'LODISED SALT',\n",
+       "   'BLACK SALT',\n",
+       "   'DRY MANGO POWDER',\n",
+       "   'RED CHILLI POWDER',\n",
+       "   'TURMERIC POWDER',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'ASAFETIDA POWDER'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Haldirams-Delhi-Chana-Jorgaram-200g/dp/B00UJUQ442'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 30,\n",
+       "  'weight': {'value': 150, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'health_impact_rating': 4.2,\n",
+       "  'final_rating': 4.3,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 20, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': 51.25,\n",
+       "  'item_category': 'NAMKEEN',\n",
+       "  'item_name': \"Haldiram's Chana Jor Garam\",\n",
+       "  'nutrition': {'energy': 501,\n",
+       "   'protein': 16,\n",
+       "   'carbohydrate': 53,\n",
+       "   'total_sugars': 2.2,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 25,\n",
+       "   'saturated_fat': 12,\n",
+       "   'trans_fat': 0.1,\n",
+       "   'fiber': 10},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71jgN2cHC2L.jpg',\n",
+       "  'barcode': '8900588111629'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e324d'},\n",
+       "  'ingredients': ['Protein Blend (Whey Protein CONCENTRATE, MILK Protein Isolate, Whey Protein Hydrolysate)',\n",
+       "   'Oats',\n",
+       "   'Almonds',\n",
+       "   'Sweetner (Maltitol)',\n",
+       "   'Dietary Fiber (Oligofructose)',\n",
+       "   'Humectant (Vegetable Glycerin)',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'Cocoa Powder',\n",
+       "   'Cocoa Soldis',\n",
+       "   'EMULSIFIER (Soy Lecithin)',\n",
+       "   'Guar Gum',\n",
+       "   'Salt',\n",
+       "   'Antioxidant (Vit E)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Lean-Sugarfree-Protein-Oats-Brownie/dp/B015R0NCIO'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': False,\n",
+       "  'nutrients_per': {'value': 40, 'unit': 'g'},\n",
+       "  'price': 390,\n",
+       "  'quantity': 6,\n",
+       "  'weight': {'value': 240, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 4,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'health_impact_rating': 4,\n",
+       "  'final_rating': 4,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'HYP Sugarfree Protein Bar',\n",
+       "  'nutrition': {'energy': 0.159,\n",
+       "   'protein': 10,\n",
+       "   'carbohydrate': 20.8,\n",
+       "   'fiber': 5.2,\n",
+       "   'polyols': 10.5,\n",
+       "   'total_fat': 6,\n",
+       "   'saturated_fat': 2,\n",
+       "   'sodium': 90},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71q9nl-KyZL.jpg',\n",
+       "  'barcode': '8904982627359'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e326c'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '1.62'},\n",
+       "  'servings': 20,\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'final_rating': 3.7,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['WHEY ISOLATE PROTEIN & PEPTIDE BLEND',\n",
+       "   'HYDROLYZED WHEY PROTEIN ISOLATE',\n",
+       "   'NATURAL AND ARTIFICIAL FLAVORS',\n",
+       "   'CREATINE MONOHYDRATE',\n",
+       "   'CALCIUM HMB',\n",
+       "   'GUM BLEND (CELLULOSE GUM, XANTHAN GUM, CARRAGEENAN)',\n",
+       "   'SUCRALOSE',\n",
+       "   'TRIBULUS',\n",
+       "   'BORON',\n",
+       "   'PRESERVATIVE (E211)',\n",
+       "   'COCOA POWDER'],\n",
+       "  'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'BIGMUSCLES NUTRITION NITRA EDGE ISOLATE WHEY PROTEIN',\n",
+       "  'nutrition': {'energy': 310.8,\n",
+       "   'protein': 71.04,\n",
+       "   'carbohydrate': 2.22,\n",
+       "   'total_sugars': 0,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 2.22,\n",
+       "   'saturated_fat': 1.11,\n",
+       "   'trans_fat': 0,\n",
+       "   'sodium': None,\n",
+       "   'cholesterol': 177.6,\n",
+       "   'leucine': 8.88,\n",
+       "   'isoleucine': 2.22,\n",
+       "   'valine': 2.22,\n",
+       "   'creatine_monohydrate': 6.66,\n",
+       "   'calcium_hmb': 3.33,\n",
+       "   'boron': 0.00666,\n",
+       "   'tribulus': 2222},\n",
+       "  'nutritional_content_rating': 4,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61qLmcCV6IL.jpg',\n",
+       "  'barcode': '8908437710146'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3275'},\n",
+       "  'price_per_unit': 0.1066666667,\n",
+       "  'servings': 9,\n",
+       "  'allergy_info': ['OATS', 'Gluten', 'Soya'],\n",
+       "  'final_rating': 3.7,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['WHEAT PRODUCTS (54%) [WHEAT FLOUR(ATTA), WHEAT BRAN AND BROKEN WHEAT]',\n",
+       "   'OIL SEEDS - 5% (LINSEED,SESAME, SUNFLOWER AND WATER-MELON)',\n",
+       "   'YEAST',\n",
+       "   'RAGI FLOUR (2%)',\n",
+       "   'ROLLED OATS (2%)',\n",
+       "   'VITAL GLUTEN',\n",
+       "   'SUGAR',\n",
+       "   'SOY FLAKES (1.2%)',\n",
+       "   'IODISED SALT',\n",
+       "   'REFINED PALMOLEIN OIL',\n",
+       "   'PRESERVATIVE (282)',\n",
+       "   'EMULSIFIERS [472E, 471, 481]',\n",
+       "   'ACIDITY REGULATOR (260)',\n",
+       "   'FLOUR TREATMENT AGENT (510)'],\n",
+       "  'item_category': 'BREAD',\n",
+       "  'item_name': 'BRITANNIA MULTIGRAIN BREAD 450 G',\n",
+       "  'nutrition': {'energy': 252,\n",
+       "   'protein': 9.6,\n",
+       "   'carbohydrate': 47,\n",
+       "   'total_sugars': 1.4,\n",
+       "   'added_sugars': 1.3,\n",
+       "   'total_fat': 4.3,\n",
+       "   'saturated_fat': 1,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 424,\n",
+       "   'fiber': 6.5},\n",
+       "  'nutritional_content_rating': 4,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/51rofeoE0WL.jpg',\n",
+       "  'barcode': '8901257806181'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3278'},\n",
+       "  'price_per_unit': 1.1733,\n",
+       "  'servings': 15,\n",
+       "  'allergy_info': ['Dairy', 'Gluten', 'Soya', 'Nuts'],\n",
+       "  'final_rating': 1.8,\n",
+       "  'health_impact_rating': 1.5,\n",
+       "  'ingredient_quality_rating': 2,\n",
+       "  'ingredients': ['SUGAR',\n",
+       "   'EDIBLE VEGETABLE OIL (PALM OIL)',\n",
+       "   'MILK SOLIDS',\n",
+       "   'COCOA SOLIDS (4.6%)',\n",
+       "   'ALMOND PASTE (2.7%)',\n",
+       "   'HYDROGENATED VEGETABLE FAT (PALM OIL & SESAME OIL)',\n",
+       "   'EMULSIFIER (LECHITHIN - INS322)',\n",
+       "   'ADDED FLAVOUR (ALMOND AND VANILLIN)',\n",
+       "   'COMMON SALT'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': \"HERSHEY'S SPREADS COCOA WITH ALMOND, 150G\",\n",
+       "  'nutrition': {'energy': 550,\n",
+       "   'protein': 2.2,\n",
+       "   'carbohydrate': 64,\n",
+       "   'total_sugars': 61,\n",
+       "   'added_sugars': 56,\n",
+       "   'total_fat': 31.6,\n",
+       "   'saturated_fat': 13,\n",
+       "   'trans_fat': 0.3,\n",
+       "   'cholestrol': 10,\n",
+       "   'sodium': 140,\n",
+       "   'fiber': None},\n",
+       "  'nutritional_content_rating': 1.8,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61YFsXe-XcL.jpg',\n",
+       "  'barcode': '8901489560042'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e327e'},\n",
+       "  'price_per_unit': 0.53667,\n",
+       "  'servings': 40,\n",
+       "  'allergy_info': ['OATS',\n",
+       "   'Gluten',\n",
+       "   'Soya',\n",
+       "   'Sulphites',\n",
+       "   'Sesame',\n",
+       "   'Others',\n",
+       "   'Dairy',\n",
+       "   'Nuts',\n",
+       "   'Mustard'],\n",
+       "  'final_rating': 3.3,\n",
+       "  'health_impact_rating': 3,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['WHOLE EHEAT FLOUR (ATTA) (46.8%)',\n",
+       "   'SUGAR',\n",
+       "   'RICE FLOUR (9.6%)',\n",
+       "   'DEGERMED MAIZE (CORN) GRITS (5.7%)',\n",
+       "   'COCOA SOLIDS (5.5%)',\n",
+       "   'GLUCOSE SYRUP',\n",
+       "   'MINERALS',\n",
+       "   'PALM OIL',\n",
+       "   'NATURE-IDENTICAL FLAVOURING SUBSTANCES',\n",
+       "   'IODIZED SALT',\n",
+       "   'VITAMINS AND ANTIOXIDANT (307B)'],\n",
+       "  'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'NESTLé MUNCH CRUNCHILICIOUS CEREAL | GET SET & CRUNCH | BREAKFAST CEREAL | 300G BOX | CHOCOLATE (FLAVOR)',\n",
+       "  'nutrition': {'energy': 279,\n",
+       "   'protein': 6.2,\n",
+       "   'carbohydrate': 61.1,\n",
+       "   'total_sugars': 22,\n",
+       "   'added_sugars': 21.4,\n",
+       "   'total_fat': 2.2,\n",
+       "   'saturated_fat': 1.6,\n",
+       "   'trans_fat': 0.03,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 146.4,\n",
+       "   'fiber': 5.1},\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71qLXUwBXDL.jpg',\n",
+       "  'barcode': '8901670459995'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e328e'},\n",
+       "  'price_per_unit': 0.75,\n",
+       "  'servings': 50,\n",
+       "  'allergy_info': ['Dairy', 'Soya', 'Others'],\n",
+       "  'final_rating': 3.5,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['CEREAL EXTRACT (44%) [MALTED BARLEY (13%), BARLEY (11%), WHEAT MALT (11%), WHEAT (9%)]',\n",
+       "   'MILK SOLIDS (2%)',\n",
+       "   'SUGAR',\n",
+       "   'COCOA POWDER',\n",
+       "   'WHEAT GLUTEN',\n",
+       "   'SOY PROTEIN ISOLATE',\n",
+       "   'EMULSIFIER (INS 471)',\n",
+       "   'MINERALS',\n",
+       "   'LIQUID GLUCOSE',\n",
+       "   'NATURAL COLOUR (INS150C)',\n",
+       "   'VITAMINS',\n",
+       "   'NATURE IDENTICAL FLAVOURING SUBSTANCES',\n",
+       "   'ACIDITY REGULATORS [INS 501 AND INS 500]',\n",
+       "   'EDIBLE IODIZED SALT'],\n",
+       "  'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': \"HORLICKS WOMEN'S PLUS CHOCOLATE, 400 G CARTON\",\n",
+       "  'nutrition': {'energy': 360,\n",
+       "   'protein': 15,\n",
+       "   'carbohydrate': 68.2,\n",
+       "   'total_sugars': 28,\n",
+       "   'added_sugars': 12,\n",
+       "   'total_fat': 2.8,\n",
+       "   'saturated_fat': 1.4,\n",
+       "   'trans_fat': 0.0099,\n",
+       "   'cholestrol': 5.8,\n",
+       "   'calcium': 1000,\n",
+       "   'sodium': 639,\n",
+       "   'fiber': None,\n",
+       "   'phosphorus': None,\n",
+       "   'vitamin_d2': 16.7,\n",
+       "   'vitamin_k': 91.7,\n",
+       "   'magnesium': 121,\n",
+       "   'manganese': None,\n",
+       "   'vitamin_b1': 0.6,\n",
+       "   'vitamin_b2': 1.8,\n",
+       "   'vitamin_b3': 6.7,\n",
+       "   'vitamin_b5': 2.8,\n",
+       "   'vitamin_b6': 3.3,\n",
+       "   'vitamin_b9': 0.2,\n",
+       "   'calcium_panthothenate': None,\n",
+       "   'biotin': None,\n",
+       "   'iodine': 0.825,\n",
+       "   'iron': None,\n",
+       "   'vitamin_b12': 1.6,\n",
+       "   'folic_acid': None,\n",
+       "   'vitamin_a': 330,\n",
+       "   'vitamin_e': 4.1,\n",
+       "   'vitamin_c': 66.6,\n",
+       "   'zinc': 2.7,\n",
+       "   'selenium': 43,\n",
+       "   'potassium': 542},\n",
+       "  'nutritional_content_rating': 4,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61bdShEdmpL.jpg',\n",
+       "  'barcode': '8909431985202'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3235'},\n",
+       "  'ingredients': ['REFINED WHEAT FLOUR (MAIDA)',\n",
+       "   'SUGAR',\n",
+       "   'INTERESTERIFIED VEGETABLE FAT & REFINED PALM OIL',\n",
+       "   'MILK PRODUCTS (8.7%) [MILK SOLIDS & SWEETENED CONDENSED PARTLY SKIMMED MILK]',\n",
+       "   'LIQUID GLUCOSE',\n",
+       "   'EDIBLE MAIZE STARCH',\n",
+       "   'RAISING AGENTS [503(ii), 500(ii) & 341(i)]',\n",
+       "   'EMULSIFIERS [322(i) & 471]',\n",
+       "   'IODISED SALT',\n",
+       "   'ARTIFICIAL (MILK) FLAVOURING SUBSTANCES',\n",
+       "   'CALCIUM SALTS',\n",
+       "   'VITAMINS* AND POTASSIUM IODATE',\n",
+       "   'WHEAT',\n",
+       "   'MILK',\n",
+       "   'SOY'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Britannia-MILK-Bikis-Cream-200g/dp/B00CH394AA'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 50,\n",
+       "  'weight': {'value': 200, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2,\n",
+       "  'ingredient_quality_rating': 1.5,\n",
+       "  'health_impact_rating': 2,\n",
+       "  'final_rating': 1.8,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 11, 'unit': 'g', 'count': 1},\n",
+       "  'servings_per_pack': 18,\n",
+       "  'item_category': 'BISCUIT',\n",
+       "  'item_name': 'BRITANNIA MILK Bikis Biscuits Cream Sandwich',\n",
+       "  'nutrition': {'energy': 498,\n",
+       "   'protein': 7,\n",
+       "   'carbohydrate': 68,\n",
+       "   'total_sugars': 31.5,\n",
+       "   'added_sugars': 27.7,\n",
+       "   'total_fat': 22,\n",
+       "   'saturated_fat': 13,\n",
+       "   'monounsaturated_fat': 7,\n",
+       "   'polyunsaturated_fat': 2,\n",
+       "   'sodium': 206,\n",
+       "   'calcium': 90,\n",
+       "   'iodine': 25,\n",
+       "   'vitamin_d': 1.5,\n",
+       "   'vitamin_b1': 0.18,\n",
+       "   'vitamin_b6': 0.3,\n",
+       "   'vitamin_b12': 0.15},\n",
+       "  'image_url': 'https://rukminim2.flixcart.com/image/850/1000/xif0q/cookie-biscuit/b/k/i/-original-imagyj5ebzu3mggs.jpeg?q=90&crop=false',\n",
+       "  'barcode': '8900957394318'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3287'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.9302325581'},\n",
+       "  'servings': 1,\n",
+       "  'allergy_info': ['Sesame', 'Gluten', 'Soya'],\n",
+       "  'final_rating': 2.8,\n",
+       "  'health_impact_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2.7,\n",
+       "  'ingredients': ['REFINED WHEAT FLOUR',\n",
+       "   'POTATO STARCH',\n",
+       "   'PALM OIL',\n",
+       "   'MINERAL SALTS (INS 339(II), INS 452(I), INS500(I), INS501(I))',\n",
+       "   'YEAST EXTRACT',\n",
+       "   'SOY SAUCE',\n",
+       "   'SALT',\n",
+       "   'WHEAT STARCH',\n",
+       "   'GARLIC',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'GREEN TEA EXTRACT',\n",
+       "   'COLOUR (INS101)',\n",
+       "   'HYDROLYZED VEGETABLE PROTEIN (CONTAINS SOY)',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'YEAST EXTRACT',\n",
+       "   'SOY SAUCE',\n",
+       "   'VEGETABLES',\n",
+       "   'SOYBEAN OIL',\n",
+       "   'REFINED WHEAT FLOUR',\n",
+       "   'SALT',\n",
+       "   'SPICES',\n",
+       "   'FLAVOUR ENHANCER (INS 621, INS 627, INS 631)',\n",
+       "   'SUGAR',\n",
+       "   'GLUCOSE',\n",
+       "   'SHIITAKE MUSHROOM',\n",
+       "   'DRIED BOK CHOY (25%)',\n",
+       "   'TEXTURED VEGETABLE PROTEIN (SOY, SOY SAUCE, WHEAT GLUTEN)',\n",
+       "   'DRIED SHIITAKE MUSHROOM (20%)',\n",
+       "   'DRIED CARROT (15%)',\n",
+       "   'DRIED RED PEPPER (10%)',\n",
+       "   'DRIED GREEN ONION (10%)'],\n",
+       "  'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'NONGSHIM SHIN RAMYUN SPICY FLAVOURED INSTANT NOODLE SOUP',\n",
+       "  'nutrition': {'energy': 424,\n",
+       "   'protein': 8.6,\n",
+       "   'carbohydrate': 66,\n",
+       "   'total_sugars': 2.6,\n",
+       "   'total_fat': 14,\n",
+       "   'saturated_fat': 14,\n",
+       "   'sodium': 1470},\n",
+       "  'nutritional_content_rating': 3.1,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://cdn.grofers.com/cdn-cgi/image/f=auto,fit=scale-down,q=70,metadata=none,w=1080/app/videos/products/thumbnail/d532e8aa-7cdc-4f87-8b1a-419b37f4c25c.jpg',\n",
+       "  'barcode': '8908926747455'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e326a'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.354'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'final_rating': 4.4,\n",
+       "  'health_impact_rating': 4.2,\n",
+       "  'ingredient_quality_rating': 4.7,\n",
+       "  'ingredients': ['ROASTED PEANUTS(100%)'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'PINTOLA ALL NATURAL PEANUT BUTTER CRUNCHY 1KG',\n",
+       "  'nutrition': {'energy': 639,\n",
+       "   'protein': 30,\n",
+       "   'carbohydrate': 18,\n",
+       "   'fiber': 9,\n",
+       "   'total_sugars': 3,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 49,\n",
+       "   'saturated_fat': 8.5,\n",
+       "   'mufa': 25,\n",
+       "   'omega-6_pufa': 16,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholesterol': 0,\n",
+       "   'sodium': 19},\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61gupyFLD3L.jpg',\n",
+       "  'barcode': '8906497843118'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3280'},\n",
+       "  'price_per_unit': 0.50567,\n",
+       "  'servings': 10,\n",
+       "  'allergy_info': ['Dairy', 'OATS', 'Nuts', 'Soya'],\n",
+       "  'final_rating': 4.1,\n",
+       "  'health_impact_rating': 4.1,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'ingredients': ['MULTIGRAIN 50% (ROLLED OATS 28.9%. WHOLE WHEAT FLAKES 21.1% (WHEAT, SUGAR, IODIZED SALT. CEREAL ANTIOXIDANTS (INS 322 & 307B))',\n",
+       "   'PROTEIN BLEND 17% (WHEY PROTEIN (6.1%). SOY PROTEIN ISOLATE (5.6%)',\n",
+       "   'TEXTURISED SOY PROTEIN (5.3%)',\n",
+       "   'INVERT SYRUP',\n",
+       "   'CHOCOLATE POWDER 6.4% (SUGAR & COCOA SOLIDS)',\n",
+       "   'ALMONDS 6%',\n",
+       "   'WHEAT FIBER',\n",
+       "   'ANTIOXIDANTS (INS 322 & 307B)',\n",
+       "   'HONEY 0.5%'],\n",
+       "  'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': \"BAGRRY'S WHEY PROTEIN MUESLI 750GM POUCH |15GM PROTEIN PER SERVE |CHOCOLATE FLAVOUR|WHOLE OATS & CALIFORNIAN ALMONDS|BREAKFAST CEREAL|PROTEIN RICH|PREMIUM AMERICAN WHEY MUESLI\",\n",
+       "  'nutrition': {'energy': 399,\n",
+       "   'protein': 20.3,\n",
+       "   'carbohydrate': 64.5,\n",
+       "   'total_sugars': 16,\n",
+       "   'added_sugars': 11,\n",
+       "   'total_fat': 8.2,\n",
+       "   'saturated_fat': 1.3,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 234,\n",
+       "   'fiber': 6.6,\n",
+       "   'omega-3': None},\n",
+       "  'nutritional_content_rating': 4.2,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/711i4YJxZ1L.jpg',\n",
+       "  'barcode': '8902656901453'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e323f'},\n",
+       "  'ingredients': ['SUGAR',\n",
+       "   'LIQUID GLUCOSE',\n",
+       "   'CHOCO CENTRE FILLING (12%) {SUGAR, REFINED PALMOLEIN, MILK SOLIDS, COCOA SOLIDS (6%), MALTODEXTRIN, EMULSIFIERS [INS 3220), INS 476]}',\n",
+       "   'MILK SOLIDS',\n",
+       "   'HYDROGENATED OILS',\n",
+       "   'HUMECTANT (INS 420)',\n",
+       "   'IODISED SALT',\n",
+       "   'EMULSIFIERS [INS 471, INS 3220)]',\n",
+       "   'ARTIFICIAL FLAVOURING SUBSTANCE (VANILLA)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Dukes-Eclairs-Chocolate-200-g/dp/B08H5PKZRD'},\n",
+       "  'allergy_info': ['Dairy', 'Sulphites', 'Nuts', 'Soya'],\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 50,\n",
+       "  'quantity': 50,\n",
+       "  'weight': {'value': 200, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 1.5,\n",
+       "  'ingredient_quality_rating': 1,\n",
+       "  'health_impact_rating': 1.5,\n",
+       "  'final_rating': 1.3,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'SWEETS',\n",
+       "  'item_name': 'Dukes choco centrefilled Eclairs - Rich creamy eclairs with chocolate filling',\n",
+       "  'nutrition': {'energy': 437.1,\n",
+       "   'protein': 2.3,\n",
+       "   'carbohydrate': 84.2,\n",
+       "   'total_fat': 10.1,\n",
+       "   'saturated_fat': 5.7,\n",
+       "   'cholesterol': 0.9,\n",
+       "   'sodium': 314.1,\n",
+       "   'total_sugars': 65.2,\n",
+       "   'added_sugars': 44.3},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71ZCrIhsbPL.jpg',\n",
+       "  'barcode': '8906862495126'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e323a'},\n",
+       "  'ingredients': ['REFINED WHEAT FLOUR (MAIDA) (62%)',\n",
+       "   'SUGAR',\n",
+       "   'REFINED PALM OIL',\n",
+       "   'INVERT SUGAR SYRUP* [ SUGAR, CITRIC ACID ]',\n",
+       "   'RAISING AGENTS [ 503 (ii), 500 (ii) ]',\n",
+       "   'MILK SOLIDS',\n",
+       "   'IODISED SALT',\n",
+       "   'EMULSIFIER OF VEGETABLE ORIGIN [ 472e ]',\n",
+       "   'FLOUR TREATMENT AGENT [ 1101 ( ii ) ]',\n",
+       "   'ADDED FLAVOUR ( ARTIFICIAL FLAVOURING SUBSTANCES - VANILLA ) * (D GLUCOSE, LEVULOSE )',\n",
+       "   'WHEAT',\n",
+       "   'MILK'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Parle-Parle-G-Royale-Biscuits-360g/dp/B0CG91BY9H'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 85,\n",
+       "  'weight': {'value': 360, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2,\n",
+       "  'ingredient_quality_rating': 1.5,\n",
+       "  'health_impact_rating': 2,\n",
+       "  'final_rating': 1.8,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 12, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': None,\n",
+       "  'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Parle G Royale',\n",
+       "  'nutrition': {'energy': 464,\n",
+       "   'carbohydrate': 74.5,\n",
+       "   'total_sugars': 27.3,\n",
+       "   'added_sugars': 26.5,\n",
+       "   'protein': 6.5,\n",
+       "   'total_fat': 15.5,\n",
+       "   'saturated_fat': 7.2,\n",
+       "   'sodium': 268},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61l4JrDiZxL.jpg',\n",
+       "  'barcode': '8907490299360'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e323e'},\n",
+       "  'ingredients': ['SUGAR',\n",
+       "   'LIQUID GLUCOSE',\n",
+       "   'DEXTROSE',\n",
+       "   'MIXED MASALA (4%)',\n",
+       "   'ACIDITY REGULATORS (INS 330, INS 296, INS 331-iii)',\n",
+       "   'NATURE IDENTICAL FLAVOURING SUBSTANCES (KACHCHA AAM FLAVOUR)',\n",
+       "   'COLOURS (INS 102, INS 133)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Pulse-Kachcha-Aam-Candy-220g/dp/B0B8NBVR16'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 50,\n",
+       "  'quantity': 50,\n",
+       "  'weight': {'value': 190, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 1.5,\n",
+       "  'ingredient_quality_rating': 1,\n",
+       "  'health_impact_rating': 1.5,\n",
+       "  'final_rating': 1.3,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'SWEETS',\n",
+       "  'item_name': 'Pulse Kachcha Aam Candy',\n",
+       "  'nutrition': {'energy': 380,\n",
+       "   'protein': None,\n",
+       "   'carbohydrate': 95,\n",
+       "   'total_sugars': 70,\n",
+       "   'added_sugars': 70,\n",
+       "   'total_fat': None,\n",
+       "   'sodium': 930},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/41KnK6vE-EL.jpg',\n",
+       "  'barcode': '8901851499680'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e328c'},\n",
+       "  'price_per_unit': 0.8125,\n",
+       "  'servings': 150,\n",
+       "  'allergy_info': ['Dairy', 'Others'],\n",
+       "  'final_rating': 3,\n",
+       "  'health_impact_rating': 2.8,\n",
+       "  'ingredient_quality_rating': 3.2,\n",
+       "  'ingredients': ['SUGAR',\n",
+       "   'RAGI(25%)',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'BARLEY MALT EXTRACT',\n",
+       "   'CARDAMOM',\n",
+       "   'MILK SOLIDS(20%)'],\n",
+       "  'item_category': 'MILK-FLAVOURING',\n",
+       "  'item_name': 'MANNA RAGI MALT DRINK MIX WITH 25% RAGI, 400G',\n",
+       "  'nutrition': {'energy': 386.28,\n",
+       "   'protein': 7.992,\n",
+       "   'carbohydrate': 86.58,\n",
+       "   'total_sugars': 73.26,\n",
+       "   'added_sugars': 57.276,\n",
+       "   'total_fat': 1.332,\n",
+       "   'saturated_fat': 0.666,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'calcium': 299.7,\n",
+       "   'sodium': 113.22,\n",
+       "   'fiber': None,\n",
+       "   'phosphorus': 213.12},\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71HRHypYAhS.jpg',\n",
+       "  'barcode': '8904704072429'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e326b'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '2.6'},\n",
+       "  'servings': 29,\n",
+       "  'allergy_info': ['Dairy'],\n",
+       "  'final_rating': 4.2,\n",
+       "  'health_impact_rating': 4,\n",
+       "  'ingredient_quality_rating': 4,\n",
+       "  'ingredients': ['WHEY PROTEIN', 'SUNFLOWER LECITHIN'],\n",
+       "  'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'AVVATAR WHEY PROTEIN 1KG',\n",
+       "  'nutrition': {'energy': 402,\n",
+       "   'protein': 78.85,\n",
+       "   'carbohydrate': 8.57,\n",
+       "   'total_sugars': 1.8,\n",
+       "   'added_sugars': 1.3,\n",
+       "   'total_fat': 6,\n",
+       "   'saturated_fat': 3.71,\n",
+       "   'trans_fat': 0.28,\n",
+       "   'sodium': 220,\n",
+       "   'calcium': 485,\n",
+       "   'cholesterol': 16.28,\n",
+       "   'leucine': 9.8,\n",
+       "   'isoleucine': 5.7,\n",
+       "   'valine': 5.8},\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/51iSW5pjjXL.jpg',\n",
+       "  'barcode': '8905932558280'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3271'},\n",
+       "  'price_per_unit': 0.125,\n",
+       "  'servings': 15,\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'final_rating': 3.4,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3,\n",
+       "  'ingredients': ['WHOLE WHEAT FLOUR - ATTA (52.4%)',\n",
+       "   'WATER',\n",
+       "   'SUGAR',\n",
+       "   'YEAST',\n",
+       "   'LODIZED SALT',\n",
+       "   'EDIBLE',\n",
+       "   'SUNFLOWER OIL',\n",
+       "   'MALT EXTRACT',\n",
+       "   'VINEGAR',\n",
+       "   'EMULSIIER [472E]',\n",
+       "   'PRESERVATIVES [280, 281 & 200]',\n",
+       "   'ANTIOXIDANT [300]'],\n",
+       "  'item_category': 'BREAD',\n",
+       "  'item_name': 'BONN BREAD HIGH FIBER BROWN BREAD, 400 G',\n",
+       "  'nutrition': {'energy': 264,\n",
+       "   'protein': 7.7,\n",
+       "   'carbohydrate': 49.68,\n",
+       "   'total_sugars': 4.48,\n",
+       "   'added_sugars': 3.58,\n",
+       "   'total_fat': 1.95,\n",
+       "   'saturated_fat': 0.4,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 577,\n",
+       "   'fiber': 8.4},\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/51mPt2i9ahL.jpg',\n",
+       "  'barcode': '8904557994947'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e324a'},\n",
+       "  'ingredients': ['Gram Pulse Flour',\n",
+       "   'Edible Vegetable Oil (Cotton Seed, Corn & Palmolein Oil)',\n",
+       "   'Gram Pulse',\n",
+       "   'Lentil',\n",
+       "   'Peanuts',\n",
+       "   'Rice Flakes',\n",
+       "   'Potatoes',\n",
+       "   'Tepary Beans Flour',\n",
+       "   'Iodised Salt',\n",
+       "   'Black Salt Powder',\n",
+       "   'Spinach Powder',\n",
+       "   'Rice Powder',\n",
+       "   'Edible Starch',\n",
+       "   'Red Chilli Powder',\n",
+       "   'Turmeric Powder',\n",
+       "   'Mango Powder',\n",
+       "   'Black Pepper Powder',\n",
+       "   'Ginger Powder',\n",
+       "   'Clove Powder',\n",
+       "   'Mace Powder',\n",
+       "   'Nutmeg Powder',\n",
+       "   'Cumin Powder',\n",
+       "   'Fenugreek Seeds Powder',\n",
+       "   'Coriander Powder',\n",
+       "   'Bay Leaves Powder',\n",
+       "   'Mint Leaves Powder',\n",
+       "   'Cardamom Powder',\n",
+       "   'Asafoetida Powder',\n",
+       "   'Acidity Regulator (INS 330)',\n",
+       "   'Anticaking Agent (INS 551)',\n",
+       "   'Synthetic Food Colour (INS 133)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Haldirams-Navrattan-200g/dp/B0024VD730'},\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 54,\n",
+       "  'weight': {'value': 220, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 4,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'final_rating': 3.7,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 20, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': 51.25,\n",
+       "  'item_category': 'NAMKEEN',\n",
+       "  'item_name': \"Haldiram's Namkeen - Navrattan\",\n",
+       "  'nutrition': {'energy': 549.7,\n",
+       "   'protein': 19.2,\n",
+       "   'carbohydrate': 40.6,\n",
+       "   'total_sugars': 2.9,\n",
+       "   'added_sugars': None,\n",
+       "   'total_fat': 34.5,\n",
+       "   'saturated_fat': 6.6,\n",
+       "   'trans_fat': 0.1,\n",
+       "   'sodium': 658.2},\n",
+       "  'image_url': 'https://5.imimg.com/data5/SELLER/Default/2024/4/407840614/NM/TK/LS/105406097/200g-haldiram-s-navrattan-namkeen.jpg',\n",
+       "  'barcode': '8905238912502'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3255'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.1893'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Gluten'],\n",
+       "  'final_rating': 4,\n",
+       "  'health_impact_rating': 3.9,\n",
+       "  'ingredient_quality_rating': 4.3,\n",
+       "  'ingredients': ['SUPERGRAIN BLEND (CORN GRIT, JOWAR FLOUR)(75%)',\n",
+       "   'VEGETABLE BLEND (TOMATO POWDER,CARROT POWDER, SPINACH POWDER)(15%)',\n",
+       "   'RICE BRAN OIL (10%)',\n",
+       "   'ANTIOXIDANT (ROSEMARY EXTRACT) [INS 392]'],\n",
+       "  'item_category': 'BABY-FOOD',\n",
+       "  'item_name': 'SLURRP FARM NO SALT NO SUGAR TEETHING PUFFS',\n",
+       "  'nutrition': {'energy': 414,\n",
+       "   'protein': 7.326,\n",
+       "   'carbohydrate': 71.26,\n",
+       "   'total_sugars': 0.66,\n",
+       "   'added_sugars': 0,\n",
+       "   'fiber': 4.662,\n",
+       "   'sodium': 40.626,\n",
+       "   'total_fat': 11.32,\n",
+       "   'saturated_fat': 1.998,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholesterol': 0},\n",
+       "  'nutritional_content_rating': 4.1,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71HEx4ng1DL.jpg',\n",
+       "  'barcode': '8907219112154'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3276'},\n",
+       "  'price_per_unit': 0.1625,\n",
+       "  'servings': 15,\n",
+       "  'allergy_info': ['Sesame', 'Gluten', 'Soya'],\n",
+       "  'final_rating': 3.8,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3.8,\n",
+       "  'ingredients': ['WHEAT FLOUR - ATTA (45%)',\n",
+       "   'WATER',\n",
+       "   'GRAIN MIX (5.3%) [ SUNFLOWER SEEDS, SOY SEEDS, SESAME SEEDS, MELON SEEDS, ROLLED OATS, WHEAT BRAN & LINSEED',\n",
+       "   'MULTIGRAIN MIX (5.3%) [WHEAT FLOUR, BROKEN WHEAT, LINSEEDS, IODIZED SALT, SUNFLOWER SEEDS, GLUTEN, WHEAT BRAN, MALT FLOUR, SESAME SEEDS, STARCH, SOY FLOUR], YEAST, SUGAR, REFINED PALM OIL, SOYBEAN OIL, GLUTEN, MALT EXTRACT, EDIBLE COMMON SALT, PRESERVATIVES [280 & 281]',\n",
+       "   'EMULSIFIERS [481 471, 472E & 479]',\n",
+       "   'FLOUR IMPROVERS [1100 & 1104]',\n",
+       "   'ANTIOXIDANT [300]',\n",
+       "   'ANTICAKING AGENT'],\n",
+       "  'item_category': 'BREAD',\n",
+       "  'item_name': 'BONN MULTIGRAIN BREAD',\n",
+       "  'nutrition': {'energy': 268,\n",
+       "   'protein': 8.68,\n",
+       "   'carbohydrate': 42.04,\n",
+       "   'total_sugars': 2.96,\n",
+       "   'added_sugars': 2.09,\n",
+       "   'total_fat': 5.38,\n",
+       "   'saturated_fat': 1.18,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 470,\n",
+       "   'fiber': 8.13},\n",
+       "  'nutritional_content_rating': 4,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.bigbasket.com/media/uploads/p/l/40277223-2_2-bonn-multigrain-bread-hi-fibre-high-protein-0-trans-fat.jpg',\n",
+       "  'barcode': '8904690769570'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3281'},\n",
+       "  'price_per_unit': 0.549,\n",
+       "  'servings': 40,\n",
+       "  'allergy_info': ['OATS', 'Nuts'],\n",
+       "  'final_rating': 4.6,\n",
+       "  'health_impact_rating': 4.6,\n",
+       "  'ingredient_quality_rating': 4.8,\n",
+       "  'ingredients': ['ROLLED OATS (61 %)',\n",
+       "   'UNSWEETENED PEANUT BUTTER (26%)',\n",
+       "   'ALPINO SUPERNATURAL',\n",
+       "   'PEANUT PROTEIN',\n",
+       "   'COCOA POWDER',\n",
+       "   'NUTS & SEED MIX (CHIA SEEDS, ALMONDS, RAISINS, SUNFLOWER SEEDS)',\n",
+       "   'MONK FRUIT EXTRACT'],\n",
+       "  'item_category': 'BREAKFAST-ITEMS',\n",
+       "  'item_name': 'HIGH PROTEIN SUPER ROLLED OATS CHOCOLATE',\n",
+       "  'nutrition': {'energy': 445,\n",
+       "   'protein': 22,\n",
+       "   'carbohydrate': 52.2,\n",
+       "   'total_sugars': 6,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 16.4,\n",
+       "   'saturated_fat': 2.8,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholestrol': 0,\n",
+       "   'sodium': 10.5,\n",
+       "   'postassium': 559.2,\n",
+       "   'iron': 6.5,\n",
+       "   'fiber': 7,\n",
+       "   'calcium': 61.4},\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://alpino.store/cdn/shop/files/2.2_1.jpg?v=1726908296',\n",
+       "  'barcode': '8908105264551'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3253'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '1.0433'},\n",
+       "  'servings': 6,\n",
+       "  'allergy_info': ['Dairy', 'OATS', 'Gluten', 'Others'],\n",
+       "  'final_rating': 4.4,\n",
+       "  'health_impact_rating': 4.2,\n",
+       "  'ingredient_quality_rating': 4.5,\n",
+       "  'ingredients': ['WHEAT FLOUR (ATTA) (36.5%)',\n",
+       "   'MILK SOLIDS (27.4%)',\n",
+       "   'RICE FLOUR (8.3%)',\n",
+       "   'SUGAR',\n",
+       "   'OAT FLOUR (6%)',\n",
+       "   'SOYBEAN OIL',\n",
+       "   'APPLE JUICE CONCENTRATE (3.5%)',\n",
+       "   'ORANGE JUICE CONCENTRATE (3%)',\n",
+       "   'CORN FLOUR (2.1%)',\n",
+       "   'MANGO PULP (0.8%)',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'STARCH',\n",
+       "   'MALTED BARLEY FLOUR (0.6%)',\n",
+       "   'MINERALS',\n",
+       "   'MANGO POWDER (0.5%)',\n",
+       "   'POMEGRANATE JUICE CONCENTRATE (0.4%)',\n",
+       "   'BLACKCURRANT JUICE CONCENTRATE (0.3%)',\n",
+       "   'RED BEET PUREE (0.1%)',\n",
+       "   'DEXTROSE',\n",
+       "   'VITAMINS',\n",
+       "   'ACIDITY REGULATOR (501(II))'],\n",
+       "  'item_category': 'BABY-FOOD',\n",
+       "  'item_name': 'CEREGROW KIDS CEREAL WITH MULTIGRAIN, MILK & FRUITS',\n",
+       "  'nutrition': {'energy': 412,\n",
+       "   'protein': 12.5,\n",
+       "   'carbohydrate': 70.6,\n",
+       "   'total_sugars': 22,\n",
+       "   'added_sugars': 10.2,\n",
+       "   'total_fat': 9.4,\n",
+       "   'trans_fat': 0.05,\n",
+       "   'cholesterol': 8,\n",
+       "   'calcium': 500,\n",
+       "   'phosphorus': 200,\n",
+       "   'magnesium': 45,\n",
+       "   'zinc': 2.7,\n",
+       "   'sodium': 110,\n",
+       "   'iron': 7.8,\n",
+       "   'copper': 0.3,\n",
+       "   'vitamin_a': 350,\n",
+       "   'vitamin_d': 5,\n",
+       "   'vitamin_e': 3,\n",
+       "   'vitamin_c': 39,\n",
+       "   'vitamin_b1': 0.5,\n",
+       "   'vitamin_b2': 0.4,\n",
+       "   'niacin': 7,\n",
+       "   'pantothenic_acid': 2.5,\n",
+       "   'vitamin_b6': 0.5,\n",
+       "   'biotin': 8,\n",
+       "   'saturated_fat': 4.6},\n",
+       "  'nutritional_content_rating': 4.3,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71rwkacC2+L.jpg',\n",
+       "  'barcode': '8909442744683'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e325c'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.3333'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Dairy', 'Sulphites', 'Soya'],\n",
+       "  'final_rating': 3,\n",
+       "  'health_impact_rating': 3,\n",
+       "  'ingredient_quality_rating': 3,\n",
+       "  'ingredients': ['POTATO',\n",
+       "   'EDIBLE VEGETABLE OIL (PALMOLEIN, SUNFLOWER OIL)',\n",
+       "   'SEASONING (SUGAR, IODISED SALT, MILK SOLIDS, SPICES & CONDIMENTS, MALTODEXTRIN, FLAVOUR (NATURAL AND NATURE IDENTICAL FLAVOURING SUBSTANCES))',\n",
+       "   'CHEESE POWDER',\n",
+       "   'HYDROLYSED VEGETABLE PROTEIN',\n",
+       "   'FLAVOUR ENHANCERS (627, 631)',\n",
+       "   'EDIBLE VEGETABLE OIL (PALM, COCONUT)',\n",
+       "   'ANTICAKING AGENT (551)',\n",
+       "   'CONTAINS ONION'],\n",
+       "  'item_category': 'CHIPS',\n",
+       "  'item_name': \"LAY'S AMERICAN STYLE CREAM & ONION POTATO CHIPS 30G\",\n",
+       "  'nutrition': {'energy': 537,\n",
+       "   'protein': 6.7,\n",
+       "   'carbohydrate': 53,\n",
+       "   'total_sugars': 3.4,\n",
+       "   'trans_fat': 0.1,\n",
+       "   'sodium': 643,\n",
+       "   'saturated_fat': 14.8,\n",
+       "   'total_fat': 33.1},\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71kOsITKSkL.jpg',\n",
+       "  'barcode': '8906063835035'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3269'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.5631'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'final_rating': 4.2,\n",
+       "  'health_impact_rating': 4.1,\n",
+       "  'ingredient_quality_rating': 4.6,\n",
+       "  'ingredients': ['PEANUTS(85%)', 'DATE POWDER(15%)'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'THE WHOLE TRUTH - PEANUT BUTTER WITH DATES(SWEETENED) CRUNCHY 325 G',\n",
+       "  'nutrition': {'energy': 637,\n",
+       "   'protein': 24.2,\n",
+       "   'carbohydrate': 22,\n",
+       "   'fiber': 8.1,\n",
+       "   'total_sugars': 12.8,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 50.3,\n",
+       "   'saturated_fat': 8.5,\n",
+       "   'mufa+pufa': 41.8,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholesterol': 0,\n",
+       "   'sodium': 31.1},\n",
+       "  'nutritional_content_rating': 4.3,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71qLM81bNgL.jpg',\n",
+       "  'barcode': '8900269282051'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3237'},\n",
+       "  'ingredients': ['WHEAT FLOUR (ATTA) (49%)',\n",
+       "   'OIL SEEDS SEEDS (15%)',\n",
+       "   'FLAX SEEDS',\n",
+       "   'WATERMELON SEEDS',\n",
+       "   'SUNFLOWER SEEDS',\n",
+       "   'CHIA SEEDS',\n",
+       "   'PUMPKIN SEEDS',\n",
+       "   'REFINED PALM OIL SUGAR',\n",
+       "   'SWEETENERS [965(i) & (ii)]',\n",
+       "   'MILK SOLIDS',\n",
+       "   'LIQUID GLUCOSE',\n",
+       "   'DATE AND RAISIN PASTE',\n",
+       "   'RAISING AGENTS [503(ii) & 5001111]',\n",
+       "   'BUTTER',\n",
+       "   'INVERT SUGAR SYRUP',\n",
+       "   'EMULSIFIERS [322(i) & 471]',\n",
+       "   'IODISED SALT',\n",
+       "   'ADDED FLAVOURS [NATURAL NATURE IDENTICAL AND ARTIFICIAL (MILK & BUTTER)]',\n",
+       "   'WHEAT',\n",
+       "   'MILK',\n",
+       "   'SOY'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Britannia-Nutri-Choice-Seeds-Pouch/dp/B096VGWZKM?th=1'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 25,\n",
+       "  'weight': {'value': 75, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'final_rating': 3.3,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 17, 'unit': 'g', 'count': 2},\n",
+       "  'servings_per_pack': None,\n",
+       "  'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Britannia Nutri Choice Seeds Biscuits - 0% Maida, 15% Seeds, High Fiber',\n",
+       "  'nutrition': {'energy': 493,\n",
+       "   'carbohydrate': 63,\n",
+       "   'total_sugars': 13.6,\n",
+       "   'fiber': 6.8,\n",
+       "   'protein': 11,\n",
+       "   'total_fat': 23.4,\n",
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+       "   'monounsaturated_fat': 8,\n",
+       "   'polyunsaturated_fat': 5.4,\n",
+       "   'cholesterol': 2.8,\n",
+       "   'sodium': 314},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61OUbq2+oaL.jpg',\n",
+       "  'barcode': '8905420358866'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3272'},\n",
+       "  'price_per_unit': 0.1857142857,\n",
+       "  'servings': 12,\n",
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+       "  'final_rating': 4.3,\n",
+       "  'health_impact_rating': 4.2,\n",
+       "  'ingredient_quality_rating': 4.5,\n",
+       "  'ingredients': ['WHOLE WHEAT FLOUR - ATTA (100.0%)',\n",
+       "   'GLUTEN',\n",
+       "   'YEAST',\n",
+       "   'SALT',\n",
+       "   'CANE SUGAR',\n",
+       "   'SUNFLOWER OIL',\n",
+       "   'CULTURED WHEAT FLOUR',\n",
+       "   'VINEGAR'],\n",
+       "  'item_category': 'BREAD',\n",
+       "  'item_name': 'THE HEALTH FACTORY ZERO MAIDA BREAD, 350 G',\n",
+       "  'nutrition': {'energy': 245.22,\n",
+       "   'protein': 13.72,\n",
+       "   'carbohydrate': 44.66,\n",
+       "   'total_sugars': 4.22,\n",
+       "   'added_sugars': 2.1,\n",
+       "   'total_fat': 1.3,\n",
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+       "   'trans_fat': 0,\n",
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+       "   'sodium': 333.52,\n",
+       "   'fiber': 6.34},\n",
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+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.thehealthfactory.in/cdn/shop/files/Main-Image_2.jpg',\n",
+       "  'barcode': '8906400702839'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3284'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.625'},\n",
+       "  'servings': 1,\n",
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+       "  'final_rating': 3,\n",
+       "  'health_impact_rating': 2.9,\n",
+       "  'ingredient_quality_rating': 2.8,\n",
+       "  'ingredients': ['REFINED WHEAT FLOUR (MAIDA)',\n",
+       "   'THICKENER -1420',\n",
+       "   'PALM OIL / PALMOLEIN',\n",
+       "   'WHEAT GLUTEN',\n",
+       "   'POTATO STARCH',\n",
+       "   'IODISED SALT',\n",
+       "   'YEAST',\n",
+       "   'ACIDITY',\n",
+       "   'REGULATOR AND 501(I1 TEXTURIZER - 4510',\n",
+       "   'IODISED SALT',\n",
+       "   'DEHYDRATED VEGETABLES(CABBAGE, ONION, GINGER)',\n",
+       "   'FLAVOUR ENHANCER - 627 & 631',\n",
+       "   'MILK SOLIDS',\n",
+       "   'POTATO STARCH',\n",
+       "   'SPICES AND CONDIMENTS (CHILLI POWDER (0.8%))',\n",
+       "   'OLEORESIN CHILLI',\n",
+       "   'SUGAR',\n",
+       "   'MALTODEXTRIN',\n",
+       "   'FLAVOURS - NATURE IDENTICAL FLAVOURING SUBSTANCES AND NATURAL GARLIC AGENT -551',\n",
+       "   'HYDROLYZED VEGETABLE PROTEIN',\n",
+       "   'DEHYDRATED VEGETABLES (3.1%): CABBAGE, SPRING ONION, MUSHROOM, BROCCOLI, BELL PEPPER, ZUCCHINI.'],\n",
+       "  'item_category': 'INSTANT-NOODLES',\n",
+       "  'item_name': 'KNORR K-POT SPICY KIMCHI VEG MEAL KOREAN RAMEN 96 G',\n",
+       "  'nutrition': {'energy': 384,\n",
+       "   'protein': 8.2,\n",
+       "   'carbohydrate': 59.6,\n",
+       "   'total_sugars': 1.8,\n",
+       "   'added_sugars': 1.3,\n",
+       "   'total_fat': 12.5,\n",
+       "   'saturated_fat': 8.2,\n",
+       "   'trans_fat': 0.13,\n",
+       "   'sodium': 1028.3,\n",
+       "   'iron': 6.9},\n",
+       "  'nutritional_content_rating': 3.2,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.jiomart.com/images/product/original/494340426/knorr-k-pot-spicy-kimchi-veg-meal-korean-ramen-96-g-product-images-o494340426-p606780080-0-202312181747.jpg',\n",
+       "  'barcode': '8904831110797'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3238'},\n",
+       "  'ingredients': ['REFINED WHEAT FLOUR (MAIDA)',\n",
+       "   'SUGAR (35%)',\n",
+       "   'EDIBLE VEGETABLE OIL(PALM)',\n",
+       "   'EDIBLE STARCH',\n",
+       "   'COCOA SOLIDS (2.7%)',\n",
+       "   'MILK SOLIDS',\n",
+       "   'RAISING AGENTS [500(ii), 50300]',\n",
+       "   'EMULSIFIERS (471, 322)',\n",
+       "   'IODISED SALT',\n",
+       "   'PERMITTED NATURAL & SYNTHETIC FOOD COLOURS (150A, 150D, 102, 110, 122, 133)',\n",
+       "   'ADDED FLAVOURS [NATURE IDENTICAL & ARTIFICIAL FLAVOURING SUBSTANCES (VANILLA & CHOCOLATE)]',\n",
+       "   'WHEAT',\n",
+       "   'MILK',\n",
+       "   'SOY'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Britannia-Bourbon-Chocolate-Biscuits-5Nx100g/dp/B09YDC6TM2'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 125,\n",
+       "  'weight': {'value': 500, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2,\n",
+       "  'ingredient_quality_rating': 1.5,\n",
+       "  'health_impact_rating': 2,\n",
+       "  'final_rating': 1.8,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 10, 'unit': 'g', 'count': 1},\n",
+       "  'servings_per_pack': None,\n",
+       "  'item_category': 'BISCUIT',\n",
+       "  'item_name': 'Britannia Bourbon Chocolate Cream Biscuits',\n",
+       "  'nutrition': {'energy': 488,\n",
+       "   'carbohydrate': 72,\n",
+       "   'total_sugars': 37,\n",
+       "   'protein': 5,\n",
+       "   'total_fat': 20,\n",
+       "   'saturated_fat': 10,\n",
+       "   'monounsaturated_fat': 7.7,\n",
+       "   'polyunsaturated_fat': 2.2},\n",
+       "  'image_url': 'https://www.bigbasket.com/media/uploads/p/l/263593_22-britannia-bourbon-chocolate-cream-biscuits.jpg',\n",
+       "  'barcode': '8909497400350'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3243'},\n",
+       "  'ingredients': ['MILK',\n",
+       "   'Water',\n",
+       "   'SUGAR',\n",
+       "   'MILK SOLIDS',\n",
+       "   'Mango Pulp (2%)',\n",
+       "   'NATURE IDENTICAL FLAVOURING SUBSTANCE',\n",
+       "   'Food Colours (110 & 102)',\n",
+       "   'Active Lactic Culture'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Mother-Dairy-Lassi-Mango-200ml/dp/B077RDSJ7N'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 20,\n",
+       "  'weight': {'value': 180, 'unit': 'ml'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2,\n",
+       "  'health_impact_rating': 2.5,\n",
+       "  'final_rating': 2.3,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': 180, 'unit': 'ml', 'count': None},\n",
+       "  'servings_per_pack': 1,\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Mother Dairy Mango Lassi',\n",
+       "  'nutrition': {'energy': 76,\n",
+       "   'protein': 1.8,\n",
+       "   'carbohydrate': 13.5,\n",
+       "   'total_sugars': 13.5,\n",
+       "   'added_sugars': 11,\n",
+       "   'total_fat': 1.7,\n",
+       "   'saturated_fat': 1.2,\n",
+       "   'cholesterol': 2,\n",
+       "   'calcium': 86,\n",
+       "   'sodium': 23.8},\n",
+       "  'image_url': 'https://www.jiomart.com/images/product/original/490887557/mother-dairy-mango-lassi-200-ml-bottle-product-images-o490887557-p590041370-0-202204070154.jpg?im=Resize=(1000,1000)',\n",
+       "  'barcode': '8905550069922'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3254'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '1.655'},\n",
+       "  'servings': 10,\n",
+       "  'allergy_info': ['Dairy', 'OATS', 'Gluten'],\n",
+       "  'final_rating': 4.6,\n",
+       "  'health_impact_rating': 4.7,\n",
+       "  'ingredient_quality_rating': 4.8,\n",
+       "  'ingredients': ['SUPERGRAIN BLEND (SPROUTED RAGI, JOWAR, RICE)(35%),',\n",
+       "   'MILK SOLIDS (30%)',\n",
+       "   'MANGO POWDER(11%)',\n",
+       "   'DATE POWDER(9%)',\n",
+       "   'OAT FLOUR (10%)',\n",
+       "   'SKIMMED MILK POWDER',\n",
+       "   'MINERALS',\n",
+       "   'VITAMINS'],\n",
+       "  'item_category': 'BABY-FOOD',\n",
+       "  'item_name': 'SLURRP FARM NO ADDED SUGAR INSTANT CEREAL RAGI, RICE AND MANGO WITH MILK 200G',\n",
+       "  'nutrition': {'energy': 386.7,\n",
+       "   'protein': 13.4,\n",
+       "   'carbohydrate': 80.8,\n",
+       "   'total_sugars': 15,\n",
+       "   'added_sugars': 0,\n",
+       "   'fiber': 6.4,\n",
+       "   'sodium': 27.5,\n",
+       "   'total_fat': 1.1,\n",
+       "   'saturated_fat': 0.5,\n",
+       "   'trans_fat': 0,\n",
+       "   'cholesterol': 0,\n",
+       "   'vitamin_a': 400,\n",
+       "   'vitamin_c': 40,\n",
+       "   'vitamin_d': 5,\n",
+       "   'vitamin_e': 2.5,\n",
+       "   'vitamin_b1': 0.5,\n",
+       "   'vitamin_b2': 0.6,\n",
+       "   'nicotinamide': 8,\n",
+       "   'vitamin_b6': 0.9,\n",
+       "   'vitamin_b12': 0.6,\n",
+       "   'folic_acid': 80,\n",
+       "   'calcium': 600,\n",
+       "   'iron': 9,\n",
+       "   'zinc': 5},\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71KwIbGmrZL.jpg',\n",
+       "  'barcode': '8906014121545'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e326d'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '1.95'},\n",
+       "  'servings': 16,\n",
+       "  'allergy_info': ['Dairy', 'Soya'],\n",
+       "  'final_rating': 3.6,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['WHEY PROTEIN CONCENTRATE(CROSS-FLOW MICROFILTERED'],\n",
+       "  'item_category': 'PROTEIN-POWDER',\n",
+       "  'item_name': 'NUTRABAY PURE 100% RAW WHEY PROTEIN CONCENTRATE - 500G',\n",
+       "  'nutrition': {'energy': 409,\n",
+       "   'protein': 77.9,\n",
+       "   'carbohydrate': 7.7,\n",
+       "   'total_sugars': 7.7,\n",
+       "   'sugar_natural': 7.7,\n",
+       "   'total_fat': 7.4,\n",
+       "   'saturated_fat': 4,\n",
+       "   'monounsaturated_fat': 1.7,\n",
+       "   'polyunsaturated_fat': 0.9,\n",
+       "   'trans_fat': 0.4,\n",
+       "   'sodium': 221,\n",
+       "   'cholesterol': 308,\n",
+       "   'calcium': 8.88,\n",
+       "   'magnesium': 2.22,\n",
+       "   'phosphorus': 2.22,\n",
+       "   'potassium': 6.66},\n",
+       "  'nutritional_content_rating': 3.8,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/610cToOwrZL.jpg',\n",
+       "  'barcode': '8905735345704'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e323b'},\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'Mille Solids (22%)',\n",
+       "   'Cocoa Butter',\n",
+       "   'Cocoa Solids',\n",
+       "   'Emulsifiers (442, 476)',\n",
+       "   'ADDED FLAVOUR (NATURAL NATURE IDENTICAL AND ARTIFICIAL (ETHYL UANILLIN) FLAVOURING SUBSTANCES)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Cadbury-Dairy-MILK-Chocolate-13-2/dp/B08LPB2958'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 10,\n",
+       "  'weight': {'value': 13.2, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2,\n",
+       "  'ingredient_quality_rating': 1.5,\n",
+       "  'health_impact_rating': 2,\n",
+       "  'final_rating': 1.8,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'SWEETS',\n",
+       "  'item_name': 'Cadbury Dairy MILK Chocolate Bar',\n",
+       "  'nutrition': {'energy': 534,\n",
+       "   'protein': 8.1,\n",
+       "   'carbohydrate': 60.4,\n",
+       "   'fiber': 2.1,\n",
+       "   'total_sugars': 57.3,\n",
+       "   'total_fat': 28.9,\n",
+       "   'saturated_fat': 17.5,\n",
+       "   'trans_fat': 0.2,\n",
+       "   'sodium': 156},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61qvMq1Pd0L.jpg',\n",
+       "  'barcode': '8900688762615'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3244'},\n",
+       "  'ingredients': ['Toned MILK Dahi',\n",
+       "   'Water',\n",
+       "   'SUGAR',\n",
+       "   'Stabilizer (E 440)',\n",
+       "   'NATURE IDENTICAL FLAVOURING SUBSTANCE (ROSE)'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Amul-Lassi-250-ml-Carton/dp/B00XBPLCNU'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 25,\n",
+       "  'weight': {'value': 250, 'unit': 'ml'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 2.5,\n",
+       "  'ingredient_quality_rating': 2,\n",
+       "  'health_impact_rating': 2.5,\n",
+       "  'final_rating': 2.3,\n",
+       "  'veg': True,\n",
+       "  'servings_size': {'value': None, 'unit': 'g', 'count': None},\n",
+       "  'servings_per_pack': None,\n",
+       "  'item_category': 'BEVERAGES',\n",
+       "  'item_name': 'Amul Lassi Carton',\n",
+       "  'nutrition': {'energy': 79,\n",
+       "   'protein': 2.3,\n",
+       "   'carbohydrate': 12.8,\n",
+       "   'total_sugars': None,\n",
+       "   'added_sugars': 12,\n",
+       "   'total_fat': 2.1,\n",
+       "   'saturated_fat': 1.4,\n",
+       "   'trans_fat': 0.1,\n",
+       "   'calcium': 74},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/41CkFXdPaqL.jpg',\n",
+       "  'barcode': '8903439554712'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3266'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.399'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Nuts'],\n",
+       "  'final_rating': 4.3,\n",
+       "  'health_impact_rating': 4,\n",
+       "  'ingredient_quality_rating': 4.7,\n",
+       "  'ingredients': ['DRY ROASTED PEANUTS(100%)'],\n",
+       "  'item_category': 'BREAKFAST-SPREADS',\n",
+       "  'item_name': 'THE BUTTERNUT CO. NATURAL PEANUT-BUTTER (CRUNCHY) 1KG',\n",
+       "  'nutrition': {'energy': 640,\n",
+       "   'protein': 32,\n",
+       "   'carbohydrate': 15,\n",
+       "   'sugar_natural': 3,\n",
+       "   'added_sugars': 0,\n",
+       "   'total_fat': 50},\n",
+       "  'nutritional_content_rating': 4.5,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://www.thebutternutcompany.com/cdn/shop/products/61Ccdzs1EjL.jpg?v=1713939903',\n",
+       "  'barcode': '8908145810206'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e323d'},\n",
+       "  'ingredients': ['Sugar',\n",
+       "   'MILK solids (16.2%)',\n",
+       "   'Fractionated vegetable fat',\n",
+       "   'Hydrogenated vegetable fats',\n",
+       "   'Refined Wheat flour (Maida)',\n",
+       "   'Cocoa solids (4.5%)',\n",
+       "   'Emulsifier (Soya lecithin)',\n",
+       "   'Yeast',\n",
+       "   'Raising agent (500(ii))',\n",
+       "   'Artificial (Vanilla) flavouring substance',\n",
+       "   'Iodised salt',\n",
+       "   'Flour treatment agent (516)',\n",
+       "   'Nature-identical flavouring substance'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/Nestl%C3%A9-KITKAT-Chocolate-Coated-Miniature/dp/B079TH8XB6'},\n",
+       "  'allergy_info': ['Gluten', 'Soya', 'Sesame', 'Dairy', 'Nuts'],\n",
+       "  'nutrients_per_100g': True,\n",
+       "  'price': 120,\n",
+       "  'quantity': 7,\n",
+       "  'weight': {'value': 126, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 1.8,\n",
+       "  'ingredient_quality_rating': 1.5,\n",
+       "  'health_impact_rating': 1.8,\n",
+       "  'final_rating': 1.7,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'SWEETS',\n",
+       "  'item_name': 'KIT KAT Minis',\n",
+       "  'nutrition': {'energy': 438,\n",
+       "   'protein': 6.4,\n",
+       "   'carbohydrate': 47.4,\n",
+       "   'total_sugars': 35.1,\n",
+       "   'added_sugars': 28.9,\n",
+       "   'total_fat': 24.8,\n",
+       "   'saturated_fat': 24.5,\n",
+       "   'trans_fat': 0.04,\n",
+       "   'sodium': 97.4},\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/61zKERr1vxL.jpg',\n",
+       "  'barcode': '8909830915749'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3251'},\n",
+       "  'ingredients': ['Protein Blend (29%) (Soy Nuggets, Whey Protein Concentrate, Soy Concentrate)',\n",
+       "   'Brown Rice Syrup',\n",
+       "   'MILK Compound (19%)',\n",
+       "   'Sugar',\n",
+       "   'Edible Vegetable Oil',\n",
+       "   'MILK Solids',\n",
+       "   'Cocoa Solids',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Vanilla Flavours',\n",
+       "   'Dietary Fiber (9%) (Fructooligosacharide,Chicory Root Fiber)',\n",
+       "   'Edible Vegetable Oil ( Hydrogenated Vegetable Oil )',\n",
+       "   'Almonds (5.5%)',\n",
+       "   'Whole Grain Rolled Oats (4.5%)',\n",
+       "   'Raisins (4%)',\n",
+       "   'Cashew Nut (3%)',\n",
+       "   'Humectant (Glycerine)',\n",
+       "   'Dextrose Monohydrate',\n",
+       "   'Flaxseeds',\n",
+       "   'Tribasic Calcium Phosphate',\n",
+       "   'Fructose',\n",
+       "   'Soy Protein Isolate',\n",
+       "   'Emulsifier (Soy Lecithin)',\n",
+       "   'Binding Agent (Guar Gum)',\n",
+       "   'Salt',\n",
+       "   'Citric Acid',\n",
+       "   'Antioxidants (Vitamin C)',\n",
+       "   'Vitamins',\n",
+       "   'Minerals',\n",
+       "   'Glutamine',\n",
+       "   'Amino Acids'],\n",
+       "  'meta': {'url': 'https://www.amazon.in/RiteBite-Work-Choco-Classic-Protein/dp/B00JEXAMHU'},\n",
+       "  'allergy_info': None,\n",
+       "  'nutrients_per_100g': False,\n",
+       "  'nutrients_per': {'value': 50, 'unit': 'g'},\n",
+       "  'price': 70,\n",
+       "  'weight': {'value': 50, 'unit': 'g'},\n",
+       "  'score': None,\n",
+       "  'nutritional_content_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'final_rating': 3.3,\n",
+       "  'veg': True,\n",
+       "  'item_category': 'PROTEIN-BAR',\n",
+       "  'item_name': 'RiteBite Max Protein Daily Choco Classic 10G Protein Bars',\n",
+       "  'nutrition': {'energy': 206,\n",
+       "   'protein': 10,\n",
+       "   'carbohydrate': 22.8,\n",
+       "   'fiber': 4,\n",
+       "   'total_sugars': 7.9,\n",
+       "   'total_fat': 7.9,\n",
+       "   'saturated_fat': 2.9,\n",
+       "   'sodium': 139},\n",
+       "  'image_url': 'https://www.bigbasket.com/media/uploads/p/l/20002303-3_7-ritebite-max-protein-choco-classic-bar.jpg',\n",
+       "  'barcode': '8902098327101'},\n",
+       " {'_id': {'$oid': '670a936ecb72e9a3fd2e3259'},\n",
+       "  'price_per_unit': {'$NUMBERDECIMAL': '0.4167'},\n",
+       "  'servings': None,\n",
+       "  'allergy_info': ['Dairy', 'Soya'],\n",
+       "  'final_rating': 3.3,\n",
+       "  'health_impact_rating': 3.5,\n",
+       "  'ingredient_quality_rating': 3.5,\n",
+       "  'ingredients': ['RICE',\n",
+       "   'RICE BRAN OIL',\n",
+       "   'PULSES (11.4%)',\n",
+       "   'GREEN PEAS (7.6%)',\n",
+       "   'SPICES AND CONDIMENTS (SALT, SUGAR, ONION POWDER, GARLIC POWDER, CHILLI POWDER, OREGANO POWDER, CUMIN POWDER, PARSLEY FLAKES, TURMERIC POWDER)',\n",
+       "   'ANTICAKING AGENT (E551)',\n",
+       "   'FLAVOUR ENHANCERS (E627, E631)'],\n",
+       "  'item_category': 'CHIPS',\n",
+       "  'item_name': 'BRB RICE POPPED CHIPS PERI PERI FLAVOUR 48G',\n",
+       "  'nutrition': {'energy': 438.8,\n",
+       "   'protein': 10,\n",
+       "   'carbohydrate': 68.4,\n",
+       "   'total_sugars': 2.4,\n",
+       "   'added_sugars': 1.2,\n",
+       "   'trans_fat': 0,\n",
+       "   'sodium': 1157.6,\n",
+       "   'fiber': 4,\n",
+       "   'saturated_fat': 3.2,\n",
+       "   'total_fat': 14},\n",
+       "  'nutritional_content_rating': 3,\n",
+       "  'unit': 'G',\n",
+       "  'veg': True,\n",
+       "  'image_url': 'https://m.media-amazon.com/images/I/71DoUmPz-KL.jpg',\n",
+       "  'barcode': '8901513235144'}]"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "json_data[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "bfb86b29",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "counter = {}\n",
+    "\n",
+    "for record in json_data[0]:\n",
+    "    if record['item_category'] in counter:\n",
+    "        counter[record['item_category']] += 1\n",
+    "    else:\n",
+    "        counter[record['item_category']] = 1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "0b9b3635",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'NAMKEEN': 30,\n",
+       " 'BREAKFAST-ITEMS': 48,\n",
+       " 'BISCUIT': 36,\n",
+       " 'BEVERAGES': 36,\n",
+       " 'PASTA': 4,\n",
+       " 'CHIPS': 19,\n",
+       " 'BREAD': 12,\n",
+       " 'MISCELLANEOUS': 18,\n",
+       " 'NUTS-SEEDS-DRIED-FRUIT': 13,\n",
+       " 'PROTEIN-BAR': 18,\n",
+       " 'SWEETS': 40,\n",
+       " 'PROTEIN-POWDER': 25,\n",
+       " 'INSTANT-NOODLES': 14,\n",
+       " 'MEAT/SEAFOOD': 12,\n",
+       " 'BREAKFAST-SPREADS': 20,\n",
+       " 'SAUCE/CONDIMENT/PICKLE': 20,\n",
+       " 'MILK-FLAVOURING': 11,\n",
+       " 'HEALTH-SUPPLEMENT': 19,\n",
+       " 'DAIRY': 8,\n",
+       " 'PANEER': 11,\n",
+       " 'BABY-FOOD': 6}"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "counter"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "bcfd2059",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "21"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(counter)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "d98c2c03",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'BREAKFAST-ITEMS': 48,\n",
+       " 'SWEETS': 40,\n",
+       " 'BISCUIT': 36,\n",
+       " 'BEVERAGES': 36,\n",
+       " 'NAMKEEN': 30,\n",
+       " 'PROTEIN-POWDER': 25,\n",
+       " 'BREAKFAST-SPREADS': 20,\n",
+       " 'SAUCE/CONDIMENT/PICKLE': 20,\n",
+       " 'CHIPS': 19,\n",
+       " 'HEALTH-SUPPLEMENT': 19,\n",
+       " 'MISCELLANEOUS': 18,\n",
+       " 'PROTEIN-BAR': 18,\n",
+       " 'INSTANT-NOODLES': 14,\n",
+       " 'NUTS-SEEDS-DRIED-FRUIT': 13,\n",
+       " 'BREAD': 12,\n",
+       " 'MEAT/SEAFOOD': 12,\n",
+       " 'MILK-FLAVOURING': 11,\n",
+       " 'PANEER': 11,\n",
+       " 'DAIRY': 8,\n",
+       " 'BABY-FOOD': 6,\n",
+       " 'PASTA': 4}"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "dict(sorted(counter.items(), key=lambda item: item[1], reverse=True))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "1b13316b",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "21"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "len(counter)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "id": "051b820b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lol = []\n",
+    "for k in counter.keys():\n",
+    "    lol.append({\"_id\" : k})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "id": "05a33dd8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[{'_id': 'NAMKEEN'},\n",
+       " {'_id': 'BREAKFAST-ITEMS'},\n",
+       " {'_id': 'BISCUIT'},\n",
+       " {'_id': 'BEVERAGES'},\n",
+       " {'_id': 'PASTA'},\n",
+       " {'_id': 'CHIPS'},\n",
+       " {'_id': 'BREAD'},\n",
+       " {'_id': 'MISCELLANEOUS'},\n",
+       " {'_id': 'NUTS-SEEDS-DRIED-FRUIT'},\n",
+       " {'_id': 'PROTEIN-BAR'},\n",
+       " {'_id': 'SWEETS'},\n",
+       " {'_id': 'PROTEIN-POWDER'},\n",
+       " {'_id': 'INSTANT-NOODLES'},\n",
+       " {'_id': 'MEAT/SEAFOOD'},\n",
+       " {'_id': 'BREAKFAST-SPREADS'},\n",
+       " {'_id': 'SAUCE/CONDIMENT/PICKLE'},\n",
+       " {'_id': 'MILK-FLAVOURING'},\n",
+       " {'_id': 'HEALTH-SUPPLEMENT'},\n",
+       " {'_id': 'DAIRY'},\n",
+       " {'_id': 'PANEER'},\n",
+       " {'_id': 'BABY-FOOD'}]"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "lol"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "id": "568299fd",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "dict_keys(['NAMKEEN', 'BREAKFAST-ITEMS', 'BISCUIT', 'BEVERAGES', 'PASTA', 'CHIPS', 'BREAD', 'READY-TO-EAT-MEALS', 'NUTS-SEEDS-DRIED-FRUIT', 'PROTEIN-BAR', 'FROZEN-SNACKS', 'SWEETS', 'MISCELLANEOUS', 'HEALTH-SUPPLEMENT', 'INSTANT-NOODLES', 'MEAT/SEAFOOD', 'BREAKFAST-CEREALS-AND-GRAINS', 'SAUCES-DIPS-SPREADS-CONDIMENTS', 'COOKING-OIL', 'DAIRY', 'SAUCE/CONDIMENT/PICKLE', 'BREAKFAST-SPREADS', 'BAKING-AND-BATTER-MIXES', 'PROTEIN-POWDER', 'PANEER', 'MILK-FLAVOURING'])"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "counter.keys()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "0afb01e9",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "420"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "sum(counter.values())"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "base",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/server/app.py b/server/app.py
index 488228a..662cd2c 100644
--- a/server/app.py
+++ b/server/app.py
@@ -1,60 +1,118 @@
 from bson import ObjectId
-from flask import Flask, jsonify, request
+from flask import Flask, flash, jsonify, redirect, request, url_for
+from flask_login import LoginManager, login_user
 from pymongo import ASCENDING, DESCENDING
 from database import db
-from flask_cors import CORS
-from ML_APIS.PredictNutritionalRating import predict_food_rating, load_model
-from ML_APIS.RuleBasedRecommendation import personalize_food_recommendation
+from models import User
+from routes import register_routes
+from ML_APIS.personalizer import personalize_score
+from ML_APIS.Gemini_API.fetch_ratings import get_structured_rating
+from Barcode.barcode_utils import analyze_barcode_from_base64
 
-app = Flask(__name__)
-CORS(app, origins=["http://localhost:3000", "http://localhost:5000"])
+# Collection Database
 collection = db["food_items"]
+accounts_collection = db["accounts"]
+users_collection = db["users"]
 
+# Flask extension initialization
+login_manager = LoginManager()
+login_manager.login_view = "routes_bp.login"
 
-@app.route("/login", methods=["POST"])
-def login():
-    data = request.json
-    if data is None:
-        return jsonify("Error, Please provide valid data in form"), 400
-    username = data.get("username")
-    password = data.get("password")
 
-    accounts = db["accounts"]
+@login_manager.user_loader
+def load_user(user_id):
+    user_doc = accounts_collection.find_one({"_id": ObjectId(user_id)})
+    return User(user_doc) if user_doc else None
 
-    try:
-        if not username or not password:
-            raise ValueError
-
-        account = accounts.find_one({"username": username}, {"password": 1, "_id": 1})
-        if account is None:
-            raise ValueError
 
-        if account["password"] != password:
-            raise ValueError
+# Flask App Setup
+app = Flask(__name__)
+app.secret_key = "25_din_mai_paisa_double"  # TODO: take secret key from env
 
-    except ValueError:
-        return jsonify("Error, Invalid credentials"), 400
+# App Logger alias
+log = app.logger
 
-    return jsonify({"id": str(account["_id"])}), 200
+# Flask extensions setup
+login_manager.init_app(app)
+register_routes(app)
 
 
-@app.route("/sign_up", methods=["POST"])
+@app.post("/login")
+def login():
+    username = request.form["username"]
+    password = request.form["password"]
+    next_page = request.args.get("next")
+    user_doc = accounts_collection.find_one({"username": username})
+    print(f"username:{username},password:{password}")
+    print(user_doc)
+    print(f"success:{user_doc["password"] == password}")
+    if user_doc and user_doc["password"] == password:
+        print("Logged in")
+        login_user(User(user_doc))
+        flash(f"Logged in as {username}", "info")
+        return redirect(next_page or url_for("routes_bp.profile"))
+    flash("Invalid credentials", "error")
+    return redirect(url_for("routes_bp.login"))
+
+
+@app.post("/sign_up")
 def sign_up():
-    data = request.json
-    if data is None:
-        return jsonify("Error, Please provide valid data in form"), 400
-    username = data.get("username")
-    password = data.get("password")
-    try:
-        if not username or not password:
-            raise ValueError
-        account = {"username": username, "password": password}
-        accounts = db["accounts"]
-        accounts.insert_one(account)
-    except ValueError:
-        return jsonify("Error, Invalid credentials"), 400
+    form = request.form.to_dict()
+    log.info(form)
+
+    username = form.get("username")
+    password = form.get("password")
+
+    # Check if user exists
+    if accounts_collection.find_one({"username": username}):
+        flash(f"{username} already exits", "info")
+        return redirect(url_for("routes_bp.login"))
+
+    # Create account without any profile
+    account = {
+        "username": username,
+        "password": password,
+        "default_profile_id": None,
+        "profiles": [],
+    }
+    account_result = accounts_collection.insert_one(account)
+    account_id = account_result.inserted_id
+
+    # Create user profile
+    profile = {
+        "account_id": account_id,
+        "profile_name": form.get("profile_name") or form.get("username"),
+        "first_name": form.get("first_name"),
+        "last_name": form.get("last_name"),
+        "gender": form.get("gender"),
+        "user_type": form.get("user_type"),
+        "weight": float(form.get("weight", 0)),
+        "height": float(form.get("height", 0)),
+        "age": int(form.get("age", 0)),
+        "diet_type": form.get("diet_type"),
+        "allergy_info": [
+            item.strip()
+            for item in form.get("allergy_info", "").split(",")
+            if item.strip()
+        ],  # comma seperated values
+        "diseases": [
+            item.strip()
+            for item in form.get("disease_info", "").split(",")
+            if item.strip()
+        ],  # comma seperated values
+    }
 
-    return jsonify({"id": str(account["_id"])}), 200
+    profile_result = users_collection.insert_one(profile)
+    profile_id = profile_result.inserted_id
+
+    # Update account with default_profile_id and profiles list
+    accounts_collection.update_one(
+        {"_id": account_id},
+        {"$set": {"default_profile_id": profile_id}, "$push": {"profiles": profile_id}},
+    )
+
+    flash("Account created succesfully! Please Log in")
+    return redirect(url_for("routes_bp.login"))
 
 
 @app.route("/api/user/<user_id>/profiles", methods=["GET"])
@@ -80,7 +138,7 @@ def get_user_profiles(user_id):
 def post_user_profiles(user_id):
     accounts = db["accounts"]
     users = db["users"]
-    account = accounts.find_one(ObjectId(user_id), {"profiles": 1})
+    account = accounts.find_one(str(user_id), {"profiles": 1})
 
     if account is None:
         return jsonify("Error, Account not found"), 400
@@ -90,7 +148,7 @@ def post_user_profiles(user_id):
         return jsonify("Error, Please provide valid data in form"), 400
 
     userType = data.get("user_type", "General Fitness")
-    profile_name = data("profile_name", "profile 1")
+    profile_name = data.get("profile_name", "profile 1")
     firstName = data.get("firstName", "")
     lastName = data.get("lastName", "")
     gender = data.get("gender", "Male")
@@ -126,14 +184,47 @@ def post_user_profiles(user_id):
     )
 
 
-@app.route("/api/profiles/<profile_id>", methods=["GET"])
+@app.route("/api/profiles/<profile_id>", methods=["GET", "PUT"])  # Add PUT method
 def get_user_profile(profile_id):
     users = db["users"]
-    user = users.find_one(ObjectId(profile_id))
-    if not user:
-        return jsonify("No User Found"), 404
-    user["_id"] = str(user["_id"])
-    return jsonify(user)
+    if request.method == "GET":  # Existing GET logic
+        user = users.find_one(ObjectId(profile_id))
+        if not user:
+            return jsonify("No User Found"), 404
+        user["_id"] = str(user["_id"])
+        return jsonify(user)
+    elif request.method == "PUT":  # New PUT logic for updates
+        data = request.json
+        if not data:
+            return jsonify({"message": "No data provided for update"}), 400
+
+        updated_user_data = {
+            "profile_name": data.get("profile_name"),
+            "firstName": data.get("firstName"),
+            "lastName": data.get("lastName"),
+            "gender": data.get("gender"),
+            "weight": data.get("weight"),
+            "height": data.get("height"),
+            "age": data.get("age"),
+            "userType": data.get("userType"),
+            "dietType": data.get("dietType"),
+            "allergy_info": data.get("allergy_info"),
+            "diseases": data.get("diseases"),
+        }
+
+        try:
+            users.update_one({"_id": ObjectId(profile_id)}, {"$set": updated_user_data})
+            updated_user = users.find_one(ObjectId(profile_id))  # Fetch updated user
+            updated_user["_id"] = str(updated_user["_id"])  # Convert ObjectId to string
+            return (
+                jsonify(
+                    {"message": "Profile updated successfully", "profile": updated_user}
+                ),
+                200,
+            )
+        except Exception as e:
+            print(f"Error updating profile: {e}")
+            return jsonify({"message": "Error updating profile"}), 500
 
 
 @app.route("/api/food_items/<id>", methods=["GET"])
@@ -161,7 +252,18 @@ def get_food_item_by_id(id):
     return jsonify(document)
 
 
-@app.route("/api/food_items/<category>/filter/<profile_id>", methods=["GET"])
+@app.route("/api/categories", methods=["GET"])
+def get_categories():
+    """
+    Returns a list of distinct food categories from the database.
+    """
+    categories = collection.distinct(
+        "item_category"
+    )  # 'collection' is your MongoDB collection object
+    return jsonify(categories)
+
+
+@app.route("/api/food_items/category/<category>/filter/<profile_id>", methods=["GET"])
 def get_food_items_by_profile(category, profile_id):
     projection = {
         "_id": 1,
@@ -170,33 +272,61 @@ def get_food_items_by_profile(category, profile_id):
         "image_url": 1,
         "final_rating": 1,
         "allergy_info": 1,
+        "nutrition": 1,
+        "veg": 1,  # Needed for vegetarian check
     }
+
     users = db["users"]
     user = users.find_one(ObjectId(profile_id))
     if user is None:
-        return jsonify({"Error": "Object not found"}), 404
+        return jsonify({"Error": "User not found"}), 404
 
-    food_items_list = personalize_food_recommendation(
-        category=category,
-        user_type=user["userType"],
-        sex=user["gender"],
-        height=user["height"],
-        weight=user["weight"],
-        age=user["age"],
-    )
+    food_items_cursor = collection.find({"item_category": category.upper()}, projection)
+
+    # Ensure consistent formats
+    user_type = user.get("userType", "general_fitness")
+    user_dietType = user.get("dietType", "veg")
+    user_allergies = user.get("allergy_info", [])
+    user_diseases = user.get("diseases", [])
 
     results = []
 
-    for food_items in food_items_list:
-        name = food_items[0]
-        personalised_score = food_items[1]
-        document = collection.find_one({"item_name": name}, projection)
-        if document is not None:
-            document["_id"] = str(document["_id"])
-            document["personalised_score"] = personalised_score
-            results.append(document)
+    for item in food_items_cursor:
+        base_score = item.get("final_rating", 1.5)
+        nutrition = item.get("nutrition", {})
+        vegFood = item.get("veg", True)
+        item_allergies = item.get("allergy_info", [])
+
+        food_item = {
+            "nutrition": nutrition,
+            "veg": vegFood,
+            "allergy_info": item_allergies,
+            "user_allergies": user_allergies,  # Needed for allergy comparison
+        }
+
+        try:
+            personalized_score = personalize_score(
+                food_item=food_item,
+                vegFood=vegFood,
+                user_dict={
+                    "user_type": user_type,
+                    "user_allergies": user_allergies,
+                    "user_diseases": user_diseases,
+                    "user_dietType": user_dietType,
+                },
+                base_health_score=base_score,
+            )
+        except Exception as e:
+            print(f"Error scoring item '{item.get('item_name', '')}': {e}")
+            personalized_score = base_score  # fallback score
+
+        item["_id"] = str(item["_id"])
+        item["personalised_score"] = personalized_score
+        results.append(item)
+
+    # Sort by personalised score (descending)
+    results.sort(key=lambda x: x["personalised_score"], reverse=True)
 
-    results = sorted(results, key=lambda x: x["personalised_score"], reverse=True)
     return jsonify(results)
 
 
@@ -226,32 +356,49 @@ def get_food_items_by_category(category):
     return jsonify(results)
 
 
-@app.route("/api/food_items/rating", methods=["POST"])
-def get_food_item_rating():
-    keys = [
-        "NUTRITION.ENERGY",  # Example energy value
-        "NUTRITION.PROTEIN",  # Example protein value
-        "NUTRITION.CARBOHYDRATE",  # Example carbs value
-        "NUTRITION.TOTAL_SUGARS",  # Example sugars value
-        "NUTRITION.ADDED_SUGARS",  # Example added sugars value
-        "NUTRITION.TOTAL_FAT",  # Example fat value
-        "NUTRITION.SATURATED_FAT",  # Example saturated fat value
-        "NUTRITION.FIBER",  # Example fiber value
-        "NUTRITION.SODIUM",  # Example sodium value
-    ]
+@app.route("/api/form/rating", methods=["POST"])
+def get_food_item_rating():  ## GEMINI_CALLS
     data = request.json
     print(data)
-    if data is None:
-        return jsonify("Error, Please provide valid data in form"), 400
-    nutrition_info = {}
-    for key in keys:
-        nutrition_info[key] = int(data.get(key, 0))
+    result = get_structured_rating(data)
+    return jsonify({"Rating": result}), 200
 
-    nutrition_model = load_model("ML_APIS/pipeline.joblib")
-    rating = predict_food_rating(input_data=nutrition_info, model=nutrition_model)
-    print("Type of rating:", type(rating))
-    return jsonify({"Rating": rating}), 200
+
+@app.post("/api/message")
+def add_message():
+    name = request.form["name"]
+    email = request.form["email"]
+    message = request.form["message"]
+
+    message_collection = db["message"]
+    try:
+        message_collection.insert_one(
+            {"name": name, "email": email, "message": message}
+        )
+        flash("Your Message has been sent successfully", "info")
+    except:
+        flash("Sorry an Error Occurred! We cannot recieve your message :(", "error")
+    return redirect(url_for("routes_bp.contact"))
+
+
+@app.route("/upload-scan", methods=["POST"])
+def upload_scan():
+    try:
+        data = request.get_json()
+        image_data = data.get("image")
+        if not image_data:
+            return jsonify({"error": "No image data received"}), 400
+
+        barcodes = analyze_barcode_from_base64(image_data)
+
+        return jsonify({"message": "Barcode analysis complete", "barcodes": barcodes})
+
+    except Exception as e:
+        return jsonify({"error": str(e)}), 500
 
 
 if __name__ == "__main__":
-    app.run(debug=True)
+    app.run(debug=True, host="127.0.0.1", port=5000)
+
+# for rule in app.url_map.iter_rules():
+#     print(rule)
diff --git a/server/html.snippets b/server/html.snippets
new file mode 100644
index 0000000..ded3b45
--- /dev/null
+++ b/server/html.snippets
@@ -0,0 +1,52 @@
+Dynamic Ingredients List:
+<ul id="ingredients-list" class="list-disc list-inside text-gray-700">
+    {% if product.ingredients and product.ingredients|length > 0 %}
+        {% for ingredient in product.ingredients %}
+            <li>{{ ingredient }}</li>
+        {% endfor %}
+    {% else %}
+        <li>No ingredients listed.</li>
+    {% endif %}
+</ul>
+
+
+Dynamic Nutrition Facts:
+
+<div id="nutrition-facts">
+    {% if product.nutrition %}
+        {% for nutrient, value in product.nutrition.items() %}
+            <p><strong>{{ nutrient }}:</strong> <span>{{ value }}</span></p>
+        {% endfor %}
+    {% else %}
+        <p>No nutrition information available.</p>
+    {% endif %}
+</div>
+
+
+Dynamic Product Name and Rating:
+
+<h1 id="product-name" class="text-3xl font-bold text-neutral mb-4">{{ product.item_name }}</h1>
+...
+<span id="product-rating" class="text-xl font-medium">{{ product.final_rating | round(1) }}</span>
+
+
+Dynamic Image Source and Alt Text:
+
+<img id="product-image" src="{{ product.image_url | default('lol_I_dont_have_it.jpg') }}" alt="{{ product.item_name }}" class="w-full rounded-xl shadow-md">
+
+
+
+
+Product Card "View Details" Link (Placeholder):
+
+<a href="/product/{{ product_id }}" class="inline-block bg-secondary ...">View Details</a>
+
+
+
+Category Sidebar (Dynamic List):
+
+<ul id="category-list" class="space-y-2">
+    {% for category in categories %}
+    <li><a href="/category/{{ category|lower }}" class="block px-4 py-2 rounded hover:bg-gray-100 transition text-neutral">{{ category }}</a></li>
+    {% endfor %}
+</ul>
\ No newline at end of file
diff --git a/server/main.py b/server/main.py
deleted file mode 100644
index e71827d..0000000
--- a/server/main.py
+++ /dev/null
@@ -1,6 +0,0 @@
-def main():
-    print("Hello from server!")
-
-
-if __name__ == "__main__":
-    main()
diff --git a/server/models.py b/server/models.py
new file mode 100644
index 0000000..ded5a81
--- /dev/null
+++ b/server/models.py
@@ -0,0 +1,9 @@
+from flask_login import UserMixin
+
+
+class User(UserMixin):
+    def __init__(self, user_doc):
+        super().__init__()
+        self.id = str(user_doc["_id"])
+        self.username = user_doc["username"]
+        self.default_profile_id = user_doc["default_profile_id"]
diff --git a/server/pyproject.toml b/server/pyproject.toml
index 42a5cbd..199e93e 100644
--- a/server/pyproject.toml
+++ b/server/pyproject.toml
@@ -4,4 +4,68 @@ version = "0.1.0"
 description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.12"
-dependencies = []
+dependencies = [
+    "annotated-types==0.7.0",
+    "blinker==1.9.0",
+    "cachetools==5.5.2",
+    "certifi==2025.1.31",
+    "charset-normalizer==3.4.1",
+    "blinker==1.9.0",
+    "click==8.1.8",
+    "colorama==0.4.6",
+    "dnspython==2.7.0",
+    "dotenv==0.9.9",
+    "flask==3.1.0",
+    "flask-cors==5.0.1",
+    "google-ai-generativelanguage==0.6.15",
+    "google-api-core==2.24.2",
+    "google-api-python-client==2.166.0",
+    "google-auth==2.38.0",
+    "google-auth-httplib2==0.2.0",
+    "google-generativeai==0.8.4",
+    "googleapis-common-protos==1.69.2",
+    "grpcio==1.71.0",
+    "grpcio-status==1.71.0",
+    "httplib2==0.22.0",
+    "idna==3.10",
+    "flask-login>=0.6.3",
+    "itsdangerous==2.2.0",
+    "jinja2==3.1.6",
+    "joblib==1.4.2",
+    "markupsafe==3.0.2",
+    "numpy==2.1.2",
+    "opencv-python>=4.11.0.86",
+    "pandas==2.2.3",
+    "proto-plus==1.26.1",
+    "protobuf==5.29.4",
+    "pyasn1==0.6.1",
+    "pyasn1-modules==0.4.2",
+    "pydantic==2.11.2",
+    "pydantic-core==2.33.1",
+    "pymongo==4.11.3",
+    "pyparsing==3.2.3",
+    "python-dateutil==2.9.0.post0",
+    "python-dotenv==1.1.0",
+    "pytz==2024.2",
+    "requests==2.32.3",
+    "rsa==4.9",
+    "pandas==2.2.3",
+    "pymongo==4.11.3",
+    "python-dateutil==2.9.0.post0",
+    "python-dotenv==1.1.0",
+    "pytz==2024.2",
+    "scikit-learn==1.5.2",
+    "scipy==1.14.1",
+    "six==1.16.0",
+    "threadpoolctl==3.5.0",
+    "tqdm==4.67.1",
+    "typing-extensions==4.13.1",
+    "typing-inspection==0.4.0",
+    "tzdata==2024.2",
+    "uritemplate==4.1.1",
+    "urllib3==2.3.0",
+    "tzdata==2024.2",
+    "werkzeug==3.1.3",
+    "pillow",
+    "pyzbar>=0.1.9",
+]
diff --git a/server/requirements.txt b/server/requirements.txt
index ff9023b..0a58af3 100644
Binary files a/server/requirements.txt and b/server/requirements.txt differ
diff --git a/server/routes.py b/server/routes.py
new file mode 100644
index 0000000..1796d4d
--- /dev/null
+++ b/server/routes.py
@@ -0,0 +1,274 @@
+from bson import ObjectId
+import flask
+import random
+from database import db
+from flask import (
+    Blueprint,
+    Response,
+    flash,
+    redirect,
+    render_template,
+    request,
+    url_for,
+)
+from flask_login import current_user, login_required, logout_user
+from database import db
+
+
+collection = db["food_items"]
+users_collection = db["accounts"]
+images_collection = db["images"]
+
+routes_bp = Blueprint("routes_bp", __name__)
+
+
+@routes_bp.get("/")
+def index() -> Response:
+    return redirect(url_for("routes_bp.home"))
+
+
+@routes_bp.get("/home")
+def home() -> str:
+    # TODO: add database query to get data
+    categories = [
+        {
+            "title": "Fresh Fruits",
+            "desc": "Discover vitamin-rich fruits for daily nutrition",
+            "img": "freshFruits.png",
+            "alt": "Fresh Fruits",
+        },
+        {
+            "title": "Vegetables",
+            "desc": "Explore fiber-packed vegetable options",
+            "img": "vegetables.png",
+            "alt": "Vegetables",
+        },
+        {
+            "title": "Proteins",
+            "desc": "Essential proteins for muscle health",
+            "img": "proteins.png",
+            "alt": "Proteins",
+        },
+        {
+            "title": "Whole Grains",
+            "desc": "Nutritious grains for sustained energy",
+            "img": "wholeGrains.png",
+            "alt": "Grains",
+        },
+    ]
+
+    return render_template("home.jinja", categories=categories)
+
+
+@routes_bp.get("/category")
+def category() -> str:
+    categories_collection = db["categories"]
+    items_collection = db["food_items"]
+
+    # All categories for sidebar
+    categories = list(categories_collection.find({}).sort("_id", 1))
+
+    # Parse filters from request
+    selected_categories = request.args.getlist("categories")
+    selected_types = request.args.getlist("type")
+    personalized = request.args.get("personalized")
+    search_query = request.args.get("search", "").strip()
+
+    query = {}
+
+    if search_query:
+        query["item_name"] = {"$regex": search_query, "$options": "i"}
+
+    if selected_categories:
+        query["item_category"] = {"$in": selected_categories}
+
+    if "veg" in selected_types and "nonveg" not in selected_types:
+        query["veg"] = True
+    elif "nonveg" in selected_types and "veg" not in selected_types:
+        query["veg"] = False
+
+    items = list(items_collection.find(query))
+
+    # --- Personalized logic ---
+    if personalized:
+        if not current_user.is_authenticated:
+            flash("Log in to use personalized recommendations.", "warning")
+            return redirect(url_for("routes_bp.login", next=request.full_path))
+
+        profile_id = current_user.default_profile_id
+        profile = db["users"].find_one({"_id": ObjectId(profile_id)})
+
+        if profile:
+            user_type = profile.get("userType", "general_fitness")
+            user_dietType = profile.get("dietType", "veg")
+            user_allergies = profile.get("allergy_info", [])
+            user_diseases = profile.get("diseases", [])
+
+            results = []
+            for item in items:
+                base_score = item.get("final_rating", 1.5)
+                nutrition = item.get("nutrition", {})
+                vegFood = item.get("veg", True)
+                item_allergies = item.get("allergy_info", [])
+
+                food_item = {
+                    "nutrition": nutrition,
+                    "veg": vegFood,
+                    "allergy_info": item_allergies,
+                    "user_allergies": user_allergies,
+                }
+
+                try:
+                    personalized_score = personalize_score(
+                        food_item=food_item,
+                        vegFood=vegFood,
+                        user_dict={
+                            "user_type": user_type,
+                            "user_allergies": user_allergies,
+                            "user_diseases": user_diseases,
+                            "user_dietType": user_dietType,
+                        },
+                        base_health_score=base_score,
+                    )
+                except Exception as e:
+                    print(f"Error scoring item '{item.get('item_name', '')}': {e}")
+                    personalized_score = base_score  # fallback score
+
+                item["personalised_score"] = personalized_score
+                results.append(item)
+
+            # Sort by personalised score (descending)
+            items = sorted(results, key=lambda x: x["personalised_score"], reverse=True)
+    
+    category_images = {
+        img["_id"]: img["image_url"] for img in images_collection.find({})
+    }
+
+    for item in items:
+        if not item.get("image_url"):
+            cat = item.get("item_category","").upper()
+            fallback_imgs = category_images.get(cat, [])
+            if fallback_imgs:
+                item["image_url"] = random.choice(fallback_imgs)
+
+    return render_template(
+        "category.jinja",
+        categories=categories,
+        items=items,
+        selected_categories=selected_categories,
+        selected_types=selected_types,
+        personalized=bool(personalized),
+        search_query=search_query,
+    )
+
+
+@routes_bp.get("/food_item/<food_item_id>")
+def food_item(food_item_id: str) -> str:
+    items_collection = db["food_items"]
+
+    # Fetch item from database
+    food_item = items_collection.find_one({"_id": ObjectId(food_item_id)})
+
+    if not food_item:
+        flash("Food item not found.", "danger")
+        return redirect(url_for("routes_bp.category"))
+    
+    if not food_item.get("image_url"):
+        cat = food_item.get("item_category","").upper()
+        category_image_doc = images_collection.find_one({"_id":cat})
+        if category_image_doc and "image_url" in category_image_doc:
+            fallback_images = category_image_doc["image_url"]
+            if fallback_images:
+                food_item["image_url"] = random.choice(fallback_images)
+
+    return render_template("food_item.jinja", food_item=food_item)
+
+
+@routes_bp.get("/contact")
+def contact() -> str:
+    return render_template("contact_us.jinja")
+
+
+@routes_bp.get("/signup")
+def sign_up() -> str:
+    return render_template("signup.jinja")
+
+
+@routes_bp.get("/login")
+def login() -> str:
+    return render_template("login.jinja")
+
+
+@routes_bp.post("/logout")
+@login_required
+def logout() -> str:
+    logout_user()
+    flash("Logged out succesfully", "success")
+    return redirect(url_for("routes_bp.home"))
+
+
+USER_TYPE_LABELS = {
+    "weight_loss": "Weight Loss",
+    "weight_gain": "Weight Gain",
+    "muscle_gain": "Muscle Gain",
+    "pregnant_mother": "Pregnant Mother",
+    "infant": "Infant",
+    "general_fitness": "General Fitness",
+}
+
+
+@routes_bp.get("/profile")
+@login_required
+def profile() -> str:
+    accounts_collection = db["accounts"]
+    users_collection = db["users"]
+
+    username = current_user.username
+
+    account = accounts_collection.find_one({"username": username})
+    if not account:
+        flash("Account not found.", "error")
+        return redirect(url_for("routes_bp.login"))
+
+    default_profile_id = account.get("default_profile_id")
+    if not default_profile_id:
+        flash("No default profile set.", "warning")
+        return redirect(url_for("routes_bp.login"))
+
+    profile = users_collection.find_one({"_id": ObjectId(default_profile_id)})
+    if not profile:
+        flash("Profile not found", "error")
+        return redirect(url_for("routes_bp.login"))
+    profile["user_type"] = USER_TYPE_LABELS.get(profile.get("user_type"), "Unkown")
+
+    return render_template("profile.jinja", user=profile)
+
+
+@routes_bp.get("/scan")
+def scan() -> str:
+    return render_template("scan.jinja")
+
+
+@routes_bp.get("/form")
+def form() -> str:
+    return render_template("form.jinja")
+
+
+@routes_bp.get("/aboutus")
+def about_us() -> str:
+    return render_template("about_us.jinja")
+
+
+@routes_bp.get("/doc")
+def doc_consultation() -> str:
+    return render_template("doc_consul.jinja")
+
+
+@routes_bp.post("/doc")
+def submit_consult() -> str:
+    flash("Your request have successfully submitted", "success")
+    return redirect(url_for("routes_bp.doc_consultation"))
+
+
+def register_routes(app: flask.Flask) -> None:
+    app.register_blueprint(routes_bp)
diff --git a/server/static/images/freshFruits.png b/server/static/images/freshFruits.png
new file mode 100644
index 0000000..66b1a79
Binary files /dev/null and b/server/static/images/freshFruits.png differ
diff --git a/server/static/images/proteins.png b/server/static/images/proteins.png
new file mode 100644
index 0000000..7de3883
Binary files /dev/null and b/server/static/images/proteins.png differ
diff --git a/server/static/images/vegetables.png b/server/static/images/vegetables.png
new file mode 100644
index 0000000..1836004
Binary files /dev/null and b/server/static/images/vegetables.png differ
diff --git a/server/static/images/wholeGrains.png b/server/static/images/wholeGrains.png
new file mode 100644
index 0000000..eef11eb
Binary files /dev/null and b/server/static/images/wholeGrains.png differ
diff --git a/server/templates/about_us.jinja b/server/templates/about_us.jinja
new file mode 100644
index 0000000..0d6e2e0
--- /dev/null
+++ b/server/templates/about_us.jinja
@@ -0,0 +1,107 @@
+{# about_us.jinja - Fancy Version #}
+{% extends "base.jinja" %}
+
+{% block title %}
+About Us - Food-Stat
+{% endblock title %}
+
+{% block content %}
+    <!-- Hero Section -->
+    <section class="bg-secondary/10 py-20 mb-12">
+        <div class="container mx-auto px-4 sm:px-6 lg:px-8 text-center">
+            <h1 class="text-4xl font-bold text-primary mb-4">Welcome to Food-Stat</h1>
+            <p class="text-xl text-neutral leading-relaxed mb-8">
+                Your Personal Food Intelligence App for Healthier Living.
+            </p>
+            <img src="https://images.pexels.com/photos/8476600/pexels-photo-8476600.jpeg?auto=compress&cs=tinysrgb&w=600" alt="Food-Stat Hero" class="rounded-xl shadow-lg mx-auto max-w-full h-auto">
+             {# Replace with a relevant image #}
+        </div>
+    </section>
+
+    <div class="container mx-auto px-4 sm:px-6 lg:px-8 py-8">
+        <section class="mb-16">
+            <h2 class="text-3xl font-bold text-neutral mb-6 text-center">Our Story and Mission</h2>
+            <div class="lg:flex lg:space-x-12 lg:items-center">
+                <div class="lg:w-1/2 mb-6 lg:mb-0">
+                    <p class="text-gray-700 leading-relaxed mb-4">
+                        Food-Stat was born from a simple yet powerful idea: to empower individuals to make informed food choices.
+                        In today's complex food environment, understanding what's truly in our packaged foods can be challenging.
+                        We realized the need for a tool that goes beyond confusing labels and provides clear, personalized insights.
+                    </p>
+                    <p class="text-gray-700 leading-relaxed">
+                        Our mission is to be your trusted guide in navigating the world of food. We are committed to providing
+                        you with unbiased, data-driven ratings and information, tailored to your unique health needs and goals.
+                        We believe that with the right knowledge, everyone can eat smarter and live healthier.
+                    </p>
+                </div>
+                <div class="lg:w-1/2">
+                    <img src="https://www.thechoppingblock.com/hs-fs/hubfs/Blog/family-cooking.jpg?width=900&name=family-cooking.jpg" alt="Our Mission" class="rounded-xl shadow-lg mx-auto max-w-full h-auto">
+                     {# Replace with an image representing your mission #}
+                </div>
+            </div>
+        </section>
+
+        <section class="mb-16">
+            <h2 class="text-3xl font-bold text-neutral mb-8 text-center">How Food-Stat Works</h2>
+
+            <div class="grid md:grid-cols-3 gap-8">
+                <!-- Health Impact -->
+                <div class="p-6 bg-white rounded-xl shadow-md hover:shadow-lg transition-shadow">
+                    <div class="text-primary text-5xl mb-4 flex items-center justify-center">
+                        <i class="fa-solid fa-heart-pulse"></i>
+                    </div>
+                    <h3 class="text-xl font-semibold text-neutral mb-2 text-center">Health Impact</h3>
+                    <p class="text-gray-700 leading-relaxed text-sm text-center">
+                        We assess how a food product may affect your overall well-being, considering ingredients and potential health implications.
+                    </p>
+                </div>
+
+                <!-- Ingredient Quality -->
+                <div class="p-6 bg-white rounded-xl shadow-md hover:shadow-lg transition-shadow">
+                    <div class="text-secondary text-5xl mb-4 flex items-center justify-center">
+                        <i class="fa-solid fa-leaf"></i>
+                    </div>
+                    <h3 class="text-xl font-semibold text-neutral mb-2 text-center">Ingredient Quality</h3>
+                    <p class="text-gray-700 leading-relaxed text-sm text-center">
+                        We evaluate the quality of ingredients, focusing on processing levels, additives, and the presence of wholesome components.
+                    </p>
+                </div>
+
+                <!-- Nutritional Content -->
+                <div class="p-6 bg-white rounded-xl shadow-md hover:shadow-lg transition-shadow">
+                    <div class="text-accent text-5xl mb-4 flex items-center justify-center">
+                        <i class="fa-solid fa-nutritionix"></i>
+                    </div>
+                    <h3 class="text-xl font-semibold text-neutral mb-2 text-center">Nutritional Content</h3>
+                    <p class="text-gray-700 leading-relaxed text-sm text-center">
+                        We analyze the nutritional profile, including macronutrients, micronutrients, and key components to determine its nutritional value.
+                    </p>
+                </div>
+            </div>
+             <p class="text-gray-700 leading-relaxed mt-8 text-center">
+                Food-Stat provides <span class="font-semibold">custom ratings</span> tailored to <span class="font-semibold">your unique profile</span>,
+                considering your age, health conditions, and fitness goals, ensuring the information is relevant and actionable for you.
+            </p>
+        </section>
+
+        <section class="text-center mb-16">
+            <h2 class="text-3xl font-bold text-neutral mb-6">Ready to Eat Smarter?</h2>
+            <p class="text-xl text-gray-700 leading-relaxed mb-8">
+                Join the Food-Stat community and start making healthier choices today!
+            </p>
+            <a href="{{ url_for('routes_bp.sign_up') }}" class="bg-primary hover:bg-secondary text-white font-bold py-3 px-8 rounded-full transition-colors shadow-md inline-block">
+                Sign Up for Free
+            </a>
+        </section>
+
+        <section class="mb-8">
+            <h3 class="text-2xl font-semibold text-neutral mb-3 text-center">Have Questions?</h3>
+            <p class="text-gray-700 leading-relaxed text-center">
+                Visit our <a href="/contact" class="text-primary hover:underline">Contact Us</a> page to get in touch.
+            </p>
+        </section>
+    </div>
+{% endblock content %}
+
+{% block scripts %}
+{% endblock scripts %}
\ No newline at end of file
diff --git a/server/templates/base.jinja b/server/templates/base.jinja
new file mode 100644
index 0000000..c0b66f6
--- /dev/null
+++ b/server/templates/base.jinja
@@ -0,0 +1,187 @@
+<!DOCTYPE html>
+<html lang="en">
+
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>
+        {% block title %}
+        Food-Stat - Eat Smart, Live Healthy
+        {% endblock title %}
+    </title>
+    <script src="https://cdn.tailwindcss.com"></script>
+    <script src="https://kit.fontawesome.com/da7cadf18a.js" crossorigin="anonymous"></script>
+    <!-- Custom color palette -->
+    <script>
+        tailwind.config = {
+            theme: {
+                extend: {
+                    colors: {
+                        primary: '#2B8C44',
+                        secondary: '#83C341',
+                        accent: '#FFD700',
+                        neutral: '#1F2937',
+                    },
+                    fontFamily: {
+                        'sans': ['Nunito', 'sans-serif'],
+                    },
+                }
+            }
+        }
+    </script>
+</head>
+
+<body>
+    <header>
+        <!-- Navbar -->
+        <nav class="bg-primary">
+            <div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
+                <div class="flex items-center justify-between h-16">
+                    <div class="flex-shrink-0">
+                        <a href="/" class="text-white text-2xl font-bold tracking-tight">
+                            FoodStat</a>
+                    </div>
+
+                    <!-- Desktop Menu -->
+                    <div class="hidden md:block">
+                        <div class="ml-10 flex items-baseline space-x-4">
+                            <a href="/" class="text-white hover:bg-secondary/20 px-3 py-2
+                                rounded-md transition">Home</a>
+                            <a href="/category" class="text-white hover:bg-secondary/20 px-3 py-2
+                                rounded-md transition">Categories</a>
+                            <a href="{{url_for('routes_bp.scan')}}" class="text-white hover:bg-secondary/20 px-3 py-2
+                                rounded-md transition">Scan</a>
+                            <a href="{{url_for('routes_bp.form')}}" class="text-white hover:bg-secondary/20 px-3 py-2
+                                rounded-md transition">Form</a>
+                            <a href="/profile" class="text-white hover:bg-secondary/20 px-3 py-2
+                                rounded-md transition">Profile</a>
+                            <a href="{{ url_for('routes_bp.contact') }}" class="text-white hover:bg-secondary/20 px-3
+                                py-2 rounded-md transition">Contact Us</a> {# Used url_for for consistency #}
+                        </div>
+                    </div>
+
+                    <!-- Mobile menu button -->
+                    <div class="md:hidden">
+                        <button aria-label="Mobile menu" class="text-white hover:text-accent
+                        focus:outline-none">
+                            <svg class="h-6 w-6" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+                                <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
+                                    d="M4 6h16M4 12h16M4 18h16" />
+                            </svg>
+                        </button>
+                    </div>
+                </div>
+            </div>
+
+            <!-- Mobile Menu (hidden by default) -->
+            <div class="md:hidden hidden" id="mobile-menu">
+                <div class="px-2 pt-2 pb-3 space-y-1 sm:px-3">
+                    <a href="/" class="text-white block px-3 py-2 rounded-md
+                        hover:bg-secondary/20">Home</a>
+                    <a href="/category" class="text-white block px-3 py-2 rounded-md
+                        hover:bg-secondary/20">Categories</a>
+                    {# Note: Mobile menu might need updating to match desktop (Scan/Form vs Search/Stats) #}
+                    <a href="{{url_for('routes_bp.scan')}}" class="text-white block px-3 py-2 rounded-md
+                        hover:bg-secondary/20">Scan</a>
+                    <a href="{{url_for('routes_bp.form')}}" class="text-white block px-3 py-2 rounded-md
+                        hover:bg-secondary/20">Form</a>
+                    <a href="/profile" class="text-white block px-3 py-2 rounded-md
+                        hover:bg-secondary/20">Profile</a>
+                    <a href="{{ url_for('routes_bp.contact') }}" class="text-white hover:bg-secondary/20 px-3 py-2
+                        rounded-md transition">Contact Us</a> {# Used url_for for consistency #}
+                </div>
+            </div>
+        </nav>
+    </header>
+
+    <main>
+        {% block content %}
+        {% endblock content %}
+    </main>
+
+    <!-- Footer -->
+    <footer class="bg-gray-800 text-gray-300 py-12">
+        <div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
+            <div class="grid grid-cols-1 md:grid-cols-4 gap-8">
+                <div>
+                    <h3 class="text-white font-bold mb-4">FoodStat</h3>
+                    <p class="text-sm">Empowering healthier choices through nutrition
+                        intelligence.</p>
+                </div>
+                <div>
+                    <h4 class="text-white font-semibold mb-4">Resources</h4>
+                    <ul class="space-y-2 text-sm">
+                        <li><a href="/aboutus" class="hover:text-accent transition">Blog</a></li> {# Assuming /aboutus is correct for Blog link #}
+                        <li><a href="#" class="hover:text-accent transition">Guides</a></li>
+                        <li><a href="#" class="hover:text-accent transition">Research</a></li>
+                    </ul>
+                </div>
+                <div>
+                    <h4 class="text-white font-semibold mb-4">Company</h4>
+                    <ul class="space-y-2 text-sm">
+                        <li><a href="/aboutus" class="hover:text-accent transition">About</a></li> {# Assuming /aboutus is correct for About link #}
+                        <li><a href="{{url_for('routes_bp.doc_consultation')}}" class="hover:text-accent transition">Consult Doctor</a></li>
+                        {# --- Conflict Resolved Below --- #}
+                        <li><a href="{{ url_for('routes_bp.contact') }}"
+                                class="hover:text-accent transition">Contact</a></li>
+                        {# --- Conflict Resolved Above --- #}
+                    </ul>
+                </div>
+                <div>
+                    <h4 class="text-white font-semibold mb-4">Legal</h4>
+                    <ul class="space-y-2 text-sm">
+                        <li><a href="#" class="hover:text-accent transition">Privacy</a></li>
+                        <li><a href="#" class="hover:text-accent transition">Terms</a></li>
+                        <li><a href="#" class="hover:text-accent transition">Security</a></li>
+                    </ul>
+                </div>
+            </div>
+            <div class="border-t border-gray-700 mt-12 pt-8 text-center text-sm">
+                <p>© 2024 FoodStat. All rights reserved.</p>
+            </div>
+        </div>
+    </footer>
+
+    {# Custom Alert popup #}
+    <div id="custom-alert" style="
+        display:none;
+        position:fixed;
+        top:20px;
+        left:50%;
+        transform: translateX(-50%);
+        background:#333;
+        color:white;
+        padding:10px 20px;
+        border-radius:8px;
+        z-index:1000;">
+        <span id="alert-message"></span>
+    </div>
+
+    <script>
+        {% with messages = get_flashed_messages(with_categories = true) %}
+        {% if messages %}
+        {% for category, message in messages %}
+        // Show custom alert
+        const alertBox = document.getElementById('custom-alert');
+        document.getElementById('alert-message').textContent = "{{ message }}";
+        alertBox.style.display = 'block';
+        setTimeout(() => {
+            alertBox.style.display = 'none';
+        }, 3000); // hide after 3 seconds
+        {% endfor %}
+        {% endif %}
+        {% endwith %}
+    </script>
+
+    <!-- Mobile menu toggle script -->
+    <script>
+        document.querySelector('[aria-label="Mobile menu"]').addEventListener('click',
+            function () {
+                document.getElementById('mobile-menu').classList.toggle('hidden');
+            });
+    </script>
+
+    {% block scripts %} {% endblock scripts %}
+</body>
+
+</html>
\ No newline at end of file
diff --git a/server/templates/category.jinja b/server/templates/category.jinja
new file mode 100644
index 0000000..f43ac3e
--- /dev/null
+++ b/server/templates/category.jinja
@@ -0,0 +1,151 @@
+{% extends "base.jinja" %}
+
+{% block content %}
+<!-- Page Content Container -->
+<div class="container mx-auto px-4 sm:px-6 lg:px-8 py-8">
+    <div class="flex flex-col md:flex-row md:gap-4">
+        <!-- Sidebar -->
+        <aside class="md:w-1/4 pr-6 mb-8 md:mb-0">
+            <form method="get" action="{{ url_for('routes_bp.category') }}">
+                <div class="bg-white rounded-lg shadow p-4 sticky top-4 px-2">
+                    <h3 class="font-semibold text-neutral mb-4">Filters</h3>
+
+                    <!-- Personalized toggle -->
+                    <label class="flex items-center mb-4 space-x-2 text-sm">
+                        <input type="checkbox" name="personalized" value="1" {% if personalized %}checked{% endif %}>
+                        <span class="break-all">🔒 Personalized</span>
+                    </label>
+
+                    <!-- Veg/Non-Veg Filter -->
+                    <h4 class="font-medium text-base text-neutral mt-4 mb-2">Type</h4>
+                    <ul class="space-y-2">
+                        <li>
+                            <label class="flex items-center space-x-2 text-sm">
+                                <input type="checkbox" name="type" value="veg" {% if 'veg' in selected_types %}checked{%
+                                    endif %}>
+                                <i class="fa-solid fa-leaf text-green-600"></i>
+                                <span>Veg</span>
+                            </label>
+                        </li>
+                        <li>
+                            <label class="flex items-center space-x-2 text-sm">
+                                <input type="checkbox" name="type" value="nonveg" {% if 'nonveg' in selected_types
+                                    %}checked{% endif %}>
+                                <i class="fa-solid fa-drumstick-bite text-red-600"></i>
+                                <span>Non-Veg</span>
+                            </label>
+                        </li>
+                    </ul>
+
+                    <!-- Categories -->
+                    <h4 class="font-medium text-base text-neutral my-2">Categories</h4>
+                    <ul class="space-y-2 max-h-64 overflow-y-auto">
+                        {% for cat in categories %}
+                        <li>
+                            <label class="flex items-center space-x-2 text-sm text-wrap">
+                                <input type="checkbox" name="categories" value="{{ cat._id }}" {% if cat._id in
+                                    selected_categories %}checked{% endif %}>
+                                <img src="{{ cat.image_url }}" alt="{{ cat._id }}"
+                                    class="h-6 w-6 rounded object-cover shrink-0">
+                                <span class="break-all">{{ cat._id.replace('_', ' ').title() }}</span>
+                            </label>
+                        </li>
+                        {% endfor %}
+                    </ul>
+
+                    <button type="submit"
+                        class="mt-4 w-full bg-primary hover:bg-secondary text-white py-2 px-4 rounded text-sm">
+                        Apply Filters
+                    </button>
+                </div>
+            </form>
+        </aside>
+
+        <!-- Main Content -->
+        <section class="md:w-3/4">
+            <form method="get" action="{{ url_for('routes_bp.category') }}" class="mb-6">
+                <label for="food-search" class="block mb-2 text-sm font-medium text-gray-900 
+                            sr-only">Search</label>
+                <div class="relative">
+                    <div class="absolute inset-y-0 left-0 flex items-center pl-3 
+                                pointer-events-none">
+                        <svg class="w-4 h-4 text-gray-500" aria-hidden="true" xmlns="http://www.w3.org/2000/svg"
+                            fill="none" viewBox="0 0 20 20">
+                            <path stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
+                                d="m19 19-4-4m0-7a7 7 0 1 1-14 0 7 7 0 0 1 14 0z" />
+                        </svg>
+                    </div>
+                    <input type="search" id="food-search" name="search"
+                        class="block w-full p-4 pl-10 text-sm text-gray-900 border border-gray-300 rounded-lg bg-gray-50 focus:ring-primary focus:border-primary"
+                        placeholder="Search for food items..." value="{{ search_query }}">
+                    <button type="submit" class="text-white absolute right-2.5 bottom-2.5 
+                                bg-primary hover:bg-secondary focus:ring-4 focus:outline-none 
+                                focus:ring-primary font-medium rounded-lg text-sm px-4 py-2">Search</button>
+                </div>
+                {# Preserve selected categories #}
+                {% for cat in selected_categories %}
+                <input type="hidden" name="categories" value="{{ cat }}">
+                {% endfor %}
+
+                {# Preserve selected types (veg/nonveg) #}
+                {% for t in selected_types %}
+                <input type="hidden" name="type" value="{{ t }}">
+                {% endfor %}
+
+                {# Preserve personalized toggle #}
+                {% if personalized %}
+                <input type="hidden" name="personalized" value="1">
+                {% endif %}
+            </form>
+
+            <h2 class="text-2xl font-bold text-neutral mb-6">Featured Products</h2>
+
+            {% if items %}
+            <div class="grid grid-cols-1 sm:grid-cols-2 xl:grid-cols-3 gap-6">
+                {% for item in items %}
+                <div class="bg-white rounded shadow p-4 flex flex-col h-full">
+                    <div class="flex-grow">
+                        <img src="{{ item.image_url or 'https://via.placeholder.com/150' }}" alt="{{ item.item_name }}"
+                            class="w-full h-40 object-cover rounded mb-2">
+                        <h4 class="font-bold text-lg line-clamp-2">{{ item.item_name }}</h4>
+                        <p class="text-sm text-gray-500 mb-1">Category: {{ item.item_category }}</p>
+                        <p class="text-sm text-gray-500 mb-1 flex items-center space-x-1">
+                            {% if item.veg %}
+                            <i class="fa-solid fa-leaf text-green-600"></i>
+                            <span>Veg</span>
+                            {% else %}
+                            <i class="fa-solid fa-drumstick-bite text-red-600"></i>
+                            <span>Non-Veg</span>
+                            {% endif %}
+                        </p>
+                        <div class="mt-2 space-y-1 text-xs text-gray-600">
+                            {% if item.personalised_score %}
+                            <p>
+                                <span class="font-semibold">Personalized Score:</span> {{ item.personalised_score
+                                }}/5
+                            </p>
+                            {% endif %}
+                            <p><span class="font-semibold">Ingredient Quality:</span> {{ item.INGREDIENT_QUALITY_RATING
+                                }}/5</p>
+                            <p><span class="font-semibold">Health Impact:</span> {{ item.HEALTH_IMPACT_RATING }}/5</p>
+                            <p>
+                                <span class="font-semibold">Nutrition Score:</span> {{ item.NUTRITIONAL_CONTENT_RATING
+                                }}/5
+                            </p>
+                        </div>
+                    </div>
+                    <a href="{{ url_for('routes_bp.food_item', food_item_id=item._id|string) }}"
+                        class="mt-4 inline-block bg-secondary text-white px-4 py-2 rounded-md text-sm font-medium hover:bg-primary transition text-center">
+                        View Details
+                    </a>
+                </div>
+                {% endfor %}
+            </div>
+            {% else %}
+            <p class="text-gray-500">No items match your filters.</p>
+            {% endif %}
+        </section>
+
+    </div>
+</div>
+{% endblock content %}
\ No newline at end of file
diff --git a/server/templates/contact_us.jinja b/server/templates/contact_us.jinja
new file mode 100644
index 0000000..a594ed7
--- /dev/null
+++ b/server/templates/contact_us.jinja
@@ -0,0 +1,71 @@
+{% extends "base.jinja" %}
+
+{% block content %}
+<!-- Hero Section -->
+<section class="bg-secondary">
+    <div class="max-w-7xl mx-auto px-4 py-12 sm:py-16 sm:px-6 lg:px-8">
+        <div class="text-center">
+            <h1 class="text-3xl font-extrabold text-neutral sm:text-4xl lg:text-5xl">
+                Get in Touch
+            </h1>
+            <p class="mt-4 max-w-2xl mx-auto text-lg text-gray-700">
+                We'd love to hear from you! For inquiries, feedback, or support, please reach out to us.
+            </p>
+        </div>
+    </div>
+</section>
+
+<!-- Contact Form Section -->
+<div class="container mx-auto px-4 sm:px-6 lg:px-8 py-12">
+    <div class="max-w-3xl mx-auto bg-white rounded-xl shadow-md overflow-hidden p-8">
+        <h2 class="text-2xl font-bold text-neutral mb-6 text-center">Send us a Message</h2>
+        <form action="{{ url_for('add_message') }}" method="post" class="space-y-6">
+            <div>
+                <label for="name" class="block text-sm font-medium text-gray-700">Your Name</label>
+                <div class="mt-1">
+                    <input type="text" id="name" name="name" class="shadow-sm focus:ring-primary 
+                        focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md" placeholder="John Doe"
+                        required>
+                </div>
+            </div>
+
+            <div>
+                <label for="email" class="block text-sm font-medium text-gray-700">
+                    Email Address</label>
+                <div class="mt-1">
+                    <input type="email" id="email" name="email" class="shadow-sm focus:ring-primary 
+                    focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md"
+                        placeholder="you@example.com" required>
+                </div>
+            </div>
+
+            <div>
+                <label for="message" class="block text-sm font-medium text-gray-700">Message</label>
+                <div class="mt-1">
+                    <textarea id="message" name="message" rows="4" class="shadow-sm 
+                    focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 
+                    rounded-md" placeholder="Write your message here..." required></textarea>
+                </div>
+            </div>
+
+            <div class="text-center">
+                <button type="submit" class="inline-flex justify-center py-2 px-4 border 
+                    border-transparent shadow-sm text-sm font-medium rounded-md text-white 
+                    bg-primary hover:bg-secondary focus:outline-none focus:ring-2 
+                    focus:ring-offset-2 focus:ring-primary">
+                    Send Message
+                </button>
+            </div>
+        </form>
+    </div>
+
+    <!-- Contact Information -->
+    <div class="max-w-3xl mx-auto mt-12 text-center">
+        <h2 class="text-2xl font-bold text-neutral mb-6">Contact Information</h2>
+        <p class="text-gray-700 mb-4">Email us at: <a href="mailto:support@foodstat.com"
+                class="text-secondary hover:text-primary transition">support@foodstat.com</a></p>
+        <p class="text-gray-700">Phone: +91 91233 02445</p>
+        <p class="text-gray-700">Om vihar Phase 2 Sec23a, Gurugram, Haryana, India</p>
+    </div>
+</div>
+{% endblock content %}
\ No newline at end of file
diff --git a/server/templates/doc_consul.jinja b/server/templates/doc_consul.jinja
new file mode 100644
index 0000000..7085c32
--- /dev/null
+++ b/server/templates/doc_consul.jinja
@@ -0,0 +1,141 @@
+{# doctor_consultation.jinja #}
+{% extends "base.jinja" %}
+
+{% block title %}
+Nutritionist Consultation - Food-Stat
+{% endblock title %}
+
+{% block content %}
+    <!-- Hero Section -->
+    <section class="bg-primary/5 py-20 mb-12">
+        <div class="container mx-auto px-4 sm:px-6 lg:px-8 text-center">
+            <h1 class="text-4xl font-bold text-primary mb-4">Consult with a Nutritionist</h1>
+            <p class="text-xl text-neutral leading-relaxed mb-8">
+                Get Personalized Nutrition Advice from Certified Experts.
+            </p>
+            <img id="nutritionist-image"
+                src="https://medintu.in/wp-content/uploads/2021/02/kisspng-clinical-nutrition-dietitian-nutritionist-health-parkside-orange-suites-5d090014f1eb93.3607288515608709329909-1.png"
+                alt="Nutritionist Consultation Hero"
+                class="rounded-xl shadow-lg mx-auto max-w-full h-auto max-h-[80vh]">
+        </div>
+    </section>
+
+    <div class="container mx-auto px-4 sm:px-6 lg:px-8 py-8">
+        <!-- Consultation Benefits Section -->
+        <section class="mb-16">
+            <h2 class="text-3xl font-bold text-neutral mb-8 text-center">Why Consult a Nutritionist?</h2>
+            <div class="grid md:grid-cols-2 lg:grid-cols-3 gap-8">
+                <!-- Benefit 1 -->
+                <div class="p-6 bg-white rounded-xl shadow-md hover:shadow-lg transition-shadow text-center">
+                    <div class="text-secondary text-4xl mb-4 flex items-center justify-center">
+                        <i class="fa-solid fa-user-doctor"></i>
+                    </div>
+                    <h3 class="text-xl font-semibold text-neutral mb-2">Personalized Advice</h3>
+                    <p class="text-gray-700 leading-relaxed text-sm">
+                        Receive nutrition plans and recommendations tailored specifically to your health needs and goals.
+                    </p>
+                </div>
+                <!-- Benefit 2 -->
+                <div class="p-6 bg-white rounded-xl shadow-md hover:shadow-lg transition-shadow text-center">
+                    <div class="text-accent text-4xl mb-4 flex items-center justify-center">
+                        <i class="fa-solid fa-lightbulb"></i>
+                    </div>
+                    <h3 class="text-xl font-semibold text-neutral mb-2">Expert Guidance</h3>
+                    <p class="text-gray-700 leading-relaxed text-sm">
+                        Get clarity on nutrition myths and facts from certified professionals, ensuring you get reliable information.
+                    </p>
+                </div>
+                <!-- Benefit 3 -->
+                <div class="p-6 bg-white rounded-xl shadow-md hover:shadow-lg transition-shadow text-center lg:block md:hidden"> {# Hide on medium screens and below #}
+                    <div class="text-primary text-4xl mb-4 flex items-center justify-center">
+                        <i class="fa-solid fa-heart-circle-plus"></i>
+                    </div>
+                    <h3 class="text-xl font-semibold text-neutral mb-2">Health Improvement</h3>
+                    <p class="text-gray-700 leading-relaxed text-sm">
+                        Address specific health concerns, manage conditions, and improve your overall well-being through diet.
+                    </p>
+                </div>
+            </div>
+        </section>
+
+        <!-- Consultation Form Section -->
+        <section class="mb-16">
+            <h2 class="text-3xl font-bold text-neutral mb-8 text-center">Request a Consultation</h2>
+            <div class="bg-white rounded-xl shadow-md p-8 lg:p-12 max-w-2xl mx-auto">
+                <form action="{{ url_for('routes_bp.submit_consult') }}" method="post"> {# Replace with your actual form submission route #}
+                    <div class="mb-6">
+                        <label for="name" class="block text-neutral text-sm font-bold mb-2">Your Name</label>
+                        <input type="text" id="name" name="name" class="shadow appearance-none border rounded w-full py-2 px-3 text-neutral leading-tight focus:outline-none focus:shadow-outline" placeholder="Enter your name" required>
+                    </div>
+                    <div class="mb-6">
+                        <label for="email" class="block text-neutral text-sm font-bold mb-2">Email Address</label>
+                        <input type="email" id="email" name="email" class="shadow appearance-none border rounded w-full py-2 px-3 text-neutral leading-tight focus:outline-none focus:shadow-outline" placeholder="Enter your email" required>
+                    </div>
+                    <div class="mb-6">
+                        <label for="phone" class="block text-neutral text-sm font-bold mb-2">Phone Number (Optional)</label>
+                        <input type="tel" id="phone" name="phone" class="shadow appearance-none border rounded w-full py-2 px-3 text-neutral leading-tight focus:outline-none focus:shadow-outline" placeholder="Enter your phone number">
+                    </div>
+                    <div class="mb-6">
+                        <label for="message" class="block text-neutral text-sm font-bold mb-2">Briefly Describe Your Needs</label>
+                        <textarea id="message" name="message" rows="4" class="shadow appearance-none border rounded w-full py-2 px-3 text-neutral leading-tight focus:outline-none focus:shadow-outline" placeholder="What are your nutrition goals or questions?" required></textarea>
+                    </div>
+                    <div class="flex items-center justify-between">
+                        <button class="bg-secondary hover:bg-primary text-white font-bold py-2 px-4 rounded focus:outline-none focus:shadow-outline transition-colors" type="submit">
+                            Request Consultation
+                        </button>
+                    </div>
+                </form>
+            </div>
+        </section>
+
+        <!-- How it Works Section -->
+        <section class="mb-16 text-center">
+            <h2 class="text-3xl font-bold text-neutral mb-8">How It Works</h2>
+            <div class="grid md:grid-cols-3 gap-8 max-w-4xl mx-auto">
+                <!-- Step 1 -->
+                <div class="p-6">
+                    <div class="text-primary text-5xl mb-4 flex items-center justify-center mx-auto h-16 w-16 rounded-full bg-primary/10">
+                        <span>1</span>
+                    </div>
+                    <h3 class="text-xl font-semibold text-neutral mb-2">Submit Request</h3>
+                    <p class="text-gray-700 leading-relaxed text-sm">
+                        Fill out the consultation request form with your details and nutritional needs.
+                    </p>
+                </div>
+                <!-- Step 2 -->
+                <div class="p-6">
+                    <div class="text-secondary text-5xl mb-4 flex items-center justify-center mx-auto h-16 w-16 rounded-full bg-secondary/10">
+                        <span>2</span>
+                    </div>
+                    <h3 class="text-xl font-semibold text-neutral mb-2">Get Matched</h3>
+                    <p class="text-gray-700 leading-relaxed text-sm">
+                        We'll match you with a nutritionist best suited to address your specific requirements.
+                    </p>
+                </div>
+                <!-- Step 3 -->
+                <div class="p-6">
+                    <div class="text-accent text-5xl mb-4 flex items-center justify-center mx-auto h-16 w-16 rounded-full bg-accent/10">
+                        <span>3</span>
+                    </div>
+                    <h3 class="text-xl font-semibold text-neutral mb-2">Consult & Achieve</h3>
+                    <p class="text-gray-700 leading-relaxed text-sm">
+                        Start your consultation, receive expert advice, and work towards your health goals.
+                    </p>
+                </div>
+            </div>
+        </section>
+
+        <section class="text-center">
+            <h3 class="text-2xl font-semibold text-neutral mb-3">Ready to take the next step?</h3>
+            <p class="text-gray-700 leading-relaxed mb-8">
+                Request your personalized nutritionist consultation today!
+            </p>
+            <a href="#consultation-form" class="bg-primary hover:bg-secondary text-white font-bold py-3 px-8 rounded-full transition-colors shadow-md inline-block">
+                Request Free Consultation
+            </a>
+        </section>
+    </div>
+{% endblock content %}
+
+{% block scripts %}
+{% endblock scripts %}
\ No newline at end of file
diff --git a/server/templates/food_item.jinja b/server/templates/food_item.jinja
new file mode 100644
index 0000000..fea069d
--- /dev/null
+++ b/server/templates/food_item.jinja
@@ -0,0 +1,88 @@
+{% extends "base.jinja" %}
+
+{% block content %}
+<!-- Product Detail Section -->
+<div class="container mx-auto px-4 sm:px-6 lg:px-8 py-8">
+    <div class="flex flex-col lg:flex-row lg:space-x-8">
+        <!-- Product Image -->
+        <div class="w-full lg:w-1/2 mb-6 lg:mb-0 flex justify-center">
+            {% if food_item.image_url %}
+            <img id="product-image" src="{{ food_item.image_url }}" alt="{{ food_item.alt or 'Product Image' }}"
+                class="w-full max-w-md lg:max-w-full h-auto sm:max-h-[400px] lg:max-h-[600px] object-cover rounded-xl shadow-md">
+            {% else %}
+            <div
+                class="w-full max-w-md lg:max-w-full h-[300px] sm:h-[400px] lg:h-[600px] bg-gray-100 text-gray-500 flex items-center justify-center text-center rounded-xl shadow-md p-4">
+                <span>No image available</span>
+            </div>
+            {% endif %}
+        </div>
+
+        <!-- Product Information -->
+        <div class="w-full lg:w-1/2">
+            <h1 id="product-name" class="text-3xl font-bold text-neutral mb-4">{{ food_item.title }}</h1>
+            <div class="flex flex-col sm:flex-row sm:items-center sm:space-x-6 mb-4 text-sm text-gray-800">
+                <div class="mb-2 sm:mb-0">
+                    <span class="text-accent font-semibold mr-1">Ingredient Quality:</span>
+                    <span class="font-medium">{{ food_item.get("INGREDIENT_QUALITY_RATING", "N/A") }}</span>
+                    <span class="text-gray-500">/ 5</span>
+                </div>
+                <div class="mb-2 sm:mb-0">
+                    <span class="text-accent font-semibold mr-1">Health Impact:</span>
+                    <span class="font-medium">{{ food_item.get("HEALTH_IMPACT_RATING", "N/A") }}</span>
+                    <span class="text-gray-500">/ 5</span>
+                </div>
+                <div>
+                    <span class="text-accent font-semibold mr-1">Nutrition Score:</span>
+                    <span class="font-medium">{{ food_item.get("NUTRITIONAL_CONTENT_RATING", "N/A") }}</span>
+                    <span class="text-gray-500">/ 5</span>
+                </div>
+            </div>
+
+            <div class="bg-white rounded-xl shadow-md p-6 mb-6">
+                <h2 class="text-xl font-semibold text-neutral mb-4">Nutrition Facts</h2>
+                <div id="nutrition-facts">
+                    {% set nutrition_labels = {
+                    "energy": "Energy",
+                    "protein": "Protein",
+                    "carbohydrate": "Carbohydrate",
+                    "total_fat": "Total Fat",
+                    "total_sugars": "Total Sugars",
+                    "added_sugars": "Added Sugars",
+                    "saturated_fat": "Saturated Fat",
+                    "trans_fat": "Trans Fat"
+                    } %}
+                    {% for key, label in nutrition_labels.items() %}
+                    <p><strong>{{ label }}:</strong> {{ food_item.get("nutrition", {}).get(key, "N/A") }}</p>
+                    {% endfor %}
+                </div>
+            </div>
+
+            <div class="bg-white rounded-xl shadow-md p-6 mb-6">
+                <h2 class="text-xl font-semibold text-neutral mb-4">Ingredients</h2>
+                <ul class="list-disc list-inside text-gray-700">
+                    {% if food_item.ingredients and food_item.ingredients | length > 0 %}
+                    {% for ingredient in food_item.ingredients %}
+                    <li>{{ ingredient if ingredient else "Missing ingredients so, Loading..." }}</li>
+                    {% endfor %}
+                    {% else %}
+                    <li>No ingredients available</li>
+                    {% endif %}
+                </ul>
+            </div>
+
+            <div class="bg-white rounded-xl shadow-md p-6">
+                <h2 class="text-xl font-semibold text-neutral mb-4">Allergy Information</h2>
+                <ul class="list-disc list-inside text-red-700">
+                    {% if food_item.allergies and food_item.allergies | length > 0 %}
+                    {% for allergy in food_item.allergies %}
+                    <li>{{ allergy if allergy else "Missing allergies so, Loading..." }}</li>
+                    {% endfor %}
+                    {% else %}
+                    <li>No allergy information available</li>
+                    {% endif %}
+                </ul>
+            </div>
+        </div>
+    </div>
+</div>
+{% endblock content %}
\ No newline at end of file
diff --git a/server/templates/form.jinja b/server/templates/form.jinja
new file mode 100644
index 0000000..164f0fb
--- /dev/null
+++ b/server/templates/form.jinja
@@ -0,0 +1,173 @@
+{% extends 'base.jinja' %}
+
+{% block title %}Analyze Product | FoodStat{% endblock title %}
+
+{% block content %}
+<div class="max-w-7xl mx-auto py-12 px-4 grid grid-cols-1 lg:grid-cols-2 gap-8">
+    <!-- Form -->
+    <div>
+        <h1 class="text-3xl font-bold text-primary mb-8">Analyze Food-Item</h1>
+
+        <form id="productForm" class="bg-white p-8 shadow-xl rounded-2xl space-y-6">
+            <!-- Item Info -->
+            <div x-data="{ open: false, selected: '' }" class="relative">
+    <label class="block text-neutral font-semibold mb-1">Item Category</label>
+    <button type="button" @click="open = !open"
+            class="w-full bg-white border border-gray-300 rounded-xl shadow-sm px-4 py-2 text-left cursor-pointer focus:outline-none">
+        <span x-text="selected ? selected : 'Select a category'" class="block truncate text-gray-700"></span>
+    </button>
+
+    <div x-show="open" @click.away="open = false"
+         class="absolute z-10 mt-1 w-full bg-white border border-gray-300 rounded-md shadow-lg max-h-60 overflow-auto">
+        <template x-for="item in [
+            'NAMKEEN', 'BREAKFAST-ITEMS', 'BISCUIT', 'BEVERAGES', 'PASTA', 'CHIPS',
+            'BREAD', 'MISCELLANEOUS', 'NUTS-SEEDS-DRIED-FRUIT', 'PROTEIN-BAR',
+            'SWEETS', 'PROTEIN-POWDER', 'INSTANT-NOODLES', 'MEAT/SEAFOOD',
+            'BREAKFAST-SPREADS', 'SAUCE/CONDIMENT/PICKLE', 'MILK-FLAVOURING',
+            'HEALTH-SUPPLEMENT', 'DAIRY', 'PANEER', 'BABY-FOOD'
+        ]" :key="item">
+            <div @click="selected = item; open = false"
+                 class="px-4 py-2 hover:bg-gray-100 cursor-pointer text-sm text-gray-700"
+                 x-text="item"></div>
+        </template>
+    </div>
+
+    <!-- Hidden input to actually submit the selected value -->
+    <input type="hidden" name="item_category" :value="selected">
+</div>
+
+
+            <div>
+                <label class="block text-neutral font-semibold mb-1">Item Name</label>
+                <input type="text" name="item_name" class="w-full border rounded-xl px-4 py-2 focus:outline-none focus:ring-2 focus:ring-primary" placeholder="Enter product name">
+            </div>
+
+            <!-- Ingredients -->
+            <div>
+                <label class="block text-neutral font-semibold mb-1">Ingredients (comma separated)</label>
+                <input type="text" name="ingredients" class="w-full border rounded-xl px-4 py-2 focus:outline-none focus:ring-2 focus:ring-primary" placeholder="e.g., sugar, milk, cocoa">
+            </div>
+
+            <!-- Allergy Info Multiselect -->
+            <div x-data="{ open: false, selected: [] }" class="relative">
+                <label class="block text-sm font-medium text-gray-700 mb-1">Allergy Info</label>
+                <button type="button" @click="open = !open"
+                        class="w-full bg-white border border-gray-300 rounded-md shadow-sm pl-3 pr-10 py-2 text-left cursor-pointer">
+                    <span x-show="selected.length === 0" class="text-gray-400">Select allergies</span>
+                    <span x-show="selected.length > 0" class="block truncate text-gray-700">
+                        <template x-for="item in selected" :key="item">
+                            <span class="inline-block bg-blue-100 text-blue-700 text-xs px-2 py-1 rounded mr-1" x-text="item"></span>
+                        </template>
+                    </span>
+                </button>
+
+                <div x-show="open" @click.away="open = false"
+                     class="absolute z-10 mt-1 w-full bg-white border border-gray-300 rounded-md shadow-lg max-h-60 overflow-auto">
+                    <template x-for="item in ['Dairy','Egg','Fish and Shellfish','Gluten','Mustard','Nuts','OATS','Sesame','Soy','Sulphites','Wheat']" :key="item">
+                        <label class="flex items-center px-4 py-2 hover:bg-gray-100">
+                            <input type="checkbox" :value="item" x-model="selected"
+                                   class="mr-2 text-blue-600 border-gray-300 rounded focus:ring-blue-500">
+                            <span x-text="item" class="text-sm text-gray-700"></span>
+                        </label>
+                    </template>
+                </div>
+
+                <!-- Hidden inputs to submit selected values -->
+                <template x-for="item in selected" :key="item">
+                    <input type="hidden" name="allergy_info" :value="item">
+                </template>
+            </div>
+
+            <!-- Nutrition Info -->
+            <div class="grid grid-cols-2 md:grid-cols-3 gap-4">
+                {% set nutrition_fields = ['energy', 'protein', 'carbohydrate', 'total_fat', 'total_sugars', 'added_sugars', 'saturated_fat', 'trans_fat'] %}
+                {% for field in nutrition_fields %}
+                <div>
+                    <label class="block text-neutral font-semibold mb-1">{{ field.replace('_', ' ') | title }}</label>
+                    <input type="number" name="nutrition_{{ field }}" step="0.01" class="w-full border rounded-xl px-4 py-2 focus:outline-none focus:ring-2 focus:ring-primary">
+                </div>
+                {% endfor %}
+            </div>
+
+            <!-- Veg Option -->
+            <div class="flex items-center">
+                <input type="checkbox" name="veg" id="veg" class="mr-2">
+                <label for="veg" class="text-neutral font-semibold">Vegetarian</label>
+            </div>
+
+            <button type="submit" class="bg-primary hover:bg-secondary text-white font-bold py-2 px-6 rounded-xl transition">Submit</button>
+        </form>
+    </div>
+
+    <!-- Rating Result Box -->
+    <div id="ratingResult" class="hidden bg-white p-6 shadow-xl rounded-2xl border border-gray-200">
+        <h2 class="text-2xl font-semibold text-primary mb-4">Rating Result</h2>
+        <div id="ratingContent" class="space-y-4"></div>
+    </div>
+</div>
+{% endblock content %}
+
+{% block scripts %}
+<script src="https://cdn.jsdelivr.net/npm/alpinejs@3.x.x/dist/cdn.min.js" defer></script>
+
+<script>
+document.getElementById('productForm').addEventListener('submit', async function (e) {
+    e.preventDefault();
+
+    const form = e.target;
+    const formData = new FormData(form);
+
+    const allergies = Array.from(form.querySelectorAll("input[name='allergy_info']"))
+                           .map(input => input.value);
+
+    const nutrition = {};
+    for (let [key, value] of formData.entries()) {
+        if (key.startsWith("nutrition_")) {
+            const field = key.replace("nutrition_", "");
+            nutrition[field] = parseFloat(value);
+        }
+    }
+
+    const data = {
+        item_category: formData.get('item_category'),
+        item_name: formData.get('item_name'),
+        ingredients: formData.get('ingredients').split(',').map(ing => ing.trim()),
+        allergy_info: allergies,
+        nutrition: nutrition,
+        veg: formData.get('veg') === 'on'
+    };
+
+    try {
+        const response = await fetch('/api/form/rating', {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/json' },
+            body: JSON.stringify(data)
+        });
+
+        const result = await response.json();
+        const ratings = result.Rating;
+
+        const ratingBox = document.getElementById('ratingResult');
+        const content = document.getElementById('ratingContent');
+        ratingBox.classList.remove('hidden');
+
+        content.innerHTML = '';
+        for (const key in ratings) {
+            const title = key.replace(/_/g, ' ').toUpperCase();
+            const { score, reason } = ratings[key];
+
+            content.innerHTML += `
+                <div class="border border-gray-300 rounded-lg p-4">
+                    <h3 class="font-bold text-lg text-secondary mb-2">${title}</h3>
+                    <p class="text-sm text-gray-700 mb-1"><strong>Score:</strong> ${score}/5.0</p>
+                    <p class="text-sm text-gray-600"><strong>Reason:</strong> ${reason}</p>
+                </div>
+            `;
+        }
+    } catch (err) {
+        alert("Error submitting form. Check console.");
+        console.error(err);
+    }
+});
+</script>
+{% endblock scripts %}
diff --git a/server/templates/home.jinja b/server/templates/home.jinja
new file mode 100644
index 0000000..959c2be
--- /dev/null
+++ b/server/templates/home.jinja
@@ -0,0 +1,84 @@
+{% extends 'base.jinja' %}
+
+{% block content %}
+<!-- Hero Section -->
+<section class="bg-gradient-to-r from-primary to-secondary">
+    <div class="max-w-7xl mx-auto px-4 py-16 sm:py-24 sm:px-6 lg:px-8">
+        <div class="text-center">
+            <h1 class="text-4xl font-extrabold text-white sm:text-5xl md:text-6xl">
+                Nourish Your Body,
+                <span class="block mt-2 text-accent">Energize Your Life</span>
+            </h1>
+            <p class="mt-6 max-w-2xl mx-auto text-xl text-gray-100">
+                Track your nutrition, discover healthy choices, and achieve your wellness goals.
+            </p>
+            <div class="mt-10 flex flex-col sm:flex-row justify-center gap-4">
+                <a class="bg-accent hover:bg-yellow-400 text-neutral px-8 py-3 rounded-lg 
+                    font-semibold transition transform hover:scale-105" href="{{ url_for('routes_bp.profile') }}">
+                    Get Started
+                </a>
+                <button class="border-2 border-white text-white hover:bg-white/10 px-8 py-3 
+                    rounded-lg font-semibold transition">
+                    {# TODO: Add onclick for this learn more button #}
+                    Learn More
+                </button>
+            </div>
+        </div>
+    </div>
+</section>
+
+<!-- Food Categories -->
+<section class="py-16">
+    <div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
+        <h2 class="text-3xl font-extrabold text-center text-neutral mb-12">
+            Explore Nutritional Categories
+        </h2>
+
+        <div class="grid grid-cols-1 gap-6 sm:grid-cols-2 lg:grid-cols-4">
+            {% for category in categories%}
+            <div class="bg-white rounded-xl shadow-lg overflow-hidden hover:shadow-xl transition">
+                <img src="{{ url_for('static',filename='images/'+category.img) }}" class="w-full 
+                    h-48 object-cover" alt="{{category.alt}}">
+                <div class="p-6">
+                    <h3 class="text-xl font-bold text-neutral mb-2">{{category.title}}</h3>
+                    <p class="text-gray-600 text-sm">{{category.desc}}</p>
+                </div>
+                <div class="bg-gray-50 px-6 py-4">
+                    <a href="#" class="inline-flex items-center text-secondary font-medium 
+                                    hover:text-primary">
+                        {# TODO: Add href for Explore button for the correct category #}
+                        Explore
+                        <svg class="w-4 h-4 ml-2" fill="currentColor" viewBox="0 0 20 20">
+                            <path fill-rule="evenodd"
+                                d="M10.293 3.293a1 1 0 011.414 0l6 6a1 1 0 010 1.414l-6 6a1 1 0 01-1.414-1.414L14.586 11H3a1 1 0 110-2h11.586l-4.293-4.293a1 1 0 010-1.414z"
+                                clip-rule="evenodd" />
+                        </svg>
+                    </a>
+                </div>
+            </div>
+            {% endfor %}
+        </div>
+    </div>
+</section>
+
+<!-- CTA Section -->
+<section class="bg-neutral text-white py-16">
+    <div class="max-w-4xl mx-auto px-4 text-center">
+        <h2 class="text-3xl font-bold mb-6">Start Your Health Journey Today</h2>
+        <p class="text-xl text-gray-300 mb-8">Join thousands of users achieving their
+            nutrition goals with FoodStat
+        </p>
+        <div class="flex flex-col sm:flex-row justify-center gap-4">
+            <a class="bg-accent hover:bg-yellow-400 text-neutral px-8 py-3 rounded-lg 
+                font-semibold transition transform hover:scale-105" href="{{url_for('routes_bp.sign_up')}}">
+                Create Free Account
+            </a>
+            <button class="border-2 border-white hover:bg-white/10 px-8 py-3 rounded-lg 
+                font-semibold transition">
+                {# TODO: Add onclick for this watch demo button #}
+                Watch Demo
+            </button>
+        </div>
+    </div>
+</section>
+{% endblock content %}
\ No newline at end of file
diff --git a/server/templates/login.jinja b/server/templates/login.jinja
new file mode 100644
index 0000000..cb5e5dc
--- /dev/null
+++ b/server/templates/login.jinja
@@ -0,0 +1,62 @@
+{% extends 'base.jinja' %}
+
+{% block title %}
+Login to FoodStat
+{% endblock title %}
+
+{% block content %}
+<!-- Hero Section -->
+<section class="bg-secondary">
+    <div class="max-w-7xl mx-auto px-4 py-12 sm:py-16 sm:px-6 lg:px-8">
+        <div class="text-center">
+            <h1 class="text-3xl font-extrabold text-neutral sm:text-4xl lg:text-5xl">
+                Welcome Back to FoodStat
+            </h1>
+            <p class="mt-4 max-w-2xl mx-auto text-lg text-gray-700">
+                Login to access your profile and personalized nutrition insights.
+            </p>
+        </div>
+    </div>
+</section>
+
+<!-- Login Form Section -->
+<div class="container mx-auto px-4 sm:px-6 lg:px-8 py-12">
+    <div class="max-w-md mx-auto bg-white rounded-xl shadow-md overflow-hidden p-8">
+        <h2 class="text-2xl font-bold text-neutral mb-6 text-center">Login to Your Account</h2>
+        <form id="login-form" class="space-y-6" method="post" action="{{ url_for('login') }}">
+            <div>
+                <label for="username" class="block text-sm font-medium text-gray-700">
+                    Username</label>
+                <div class="mt-1">
+                    <input type="text" id="username" name="username" required
+                        class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md"
+                        placeholder="Enter your username">
+                </div>
+            </div>
+
+            <div>
+                <label for="password" class="block text-sm font-medium text-gray-700">Password</label>
+                <div class="mt-1">
+                    <input type="password" id="password" name="password" required
+                        class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md"
+                        placeholder="Enter your password">
+                </div>
+            </div>
+
+            <div>
+                <button type="submit"
+                    class="w-full inline-flex justify-center py-2 px-4 border border-transparent shadow-sm text-sm font-medium rounded-md text-white bg-primary hover:bg-secondary focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-primary">
+                    Login
+                </button>
+            </div>
+        </form>
+
+        <div class="mt-6 text-center">
+            <p class="text-sm text-gray-600">
+                Don't have an account? <a href="{{ url_for('routes_bp.sign_up') }}"
+                    class="font-medium text-secondary hover:text-primary transition">Sign up</a>
+            </p>
+        </div>
+    </div>
+</div>
+{% endblock content %}
\ No newline at end of file
diff --git a/server/templates/modal.jinja b/server/templates/modal.jinja
new file mode 100644
index 0000000..c8b6e8a
--- /dev/null
+++ b/server/templates/modal.jinja
@@ -0,0 +1,223 @@
+{# <div id="edit-profile-modal" class="fixed z-10 inset-0 overflow-y-auto hidden" aria-labelledby="modal-title"
+    role="dialog" aria-modal="true">
+    <div class="flex items-end justify-center min-h-screen pt-4 px-4 pb-20 text-center sm:block sm:p-0">
+        <!-- Modal background overlay -->
+        <div class="fixed inset-0 bg-gray-500 bg-opacity-75 transition-opacity" aria-hidden="true"></div>
+
+        <!-- This element is to trick the browser into centering the modal content. -->
+        <span class="hidden sm:inline-block sm:align-middle sm:h-screen" aria-hidden="true">
+        </span>
+
+        <!-- Modal panel -->
+        <div
+            class="inline-block align-bottom bg-white rounded-lg text-left overflow-hidden shadow-xl transform transition-all sm:my-8 sm:align-middle sm:max-w-lg sm:w-full">
+            <div class="bg-white px-4 pt-5 pb-4 sm:p-6 sm:pb-4">
+                <div class="sm:flex sm:items-start">
+                    <div
+                        class="mx-auto flex-shrink-0 flex items-center justify-center h-12 w-12 rounded-full bg-red-100 sm:mx-0 sm:h-10 sm:w-10">
+                        <!-- Heroicon name: outline/exclamation -->
+                        <svg class="h-6 w-6 text-red-600" xmlns="http://www.w3.org/2000/svg" fill="none"
+                            viewBox="0 0 24 24" stroke="currentColor" aria-hidden="true">
+                            <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
+                                d="M12 9v2m0 4h.01m-6.938-9.01a7 7 0 1 1 13.876 0l-1.377 1.378m-8.476-1.378L16 7l-2.5 2.5m-2.885-1.038l-2.5 2.5m-2.885-1.038l-2.5 2.5" />
+                        </svg>
+                    </div>
+                    <div class="mt-3 text-center sm:mt-0 sm:ml-4 sm:text-left">
+                        <h3 class="text-lg leading-6 font-medium text-neutral" id="modal-title">
+                            Edit Profile Information
+                        </h3>
+                        <div class="mt-4">
+                            <form id="edit-profile-form" class="space-y-4">
+                                <!-- Form fields will be inserted here by JavaScript -->
+                                <div>
+                                    <label for="edit-profile-name"
+                                        class="block text-sm font-medium text-gray-700">Profile Name</label>
+                                    <input type="text" name="profile_name" id="edit-profile-name"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md">
+                                </div>
+                                <div>
+                                    <label for="edit-first-name" class="block text-sm font-medium text-gray-700">First
+                                        Name</label>
+                                    <input type="text" name="firstName" id="edit-first-name"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md">
+                                </div>
+                                <div>
+                                    <label for="edit-last-name" class="block text-sm font-medium text-gray-700">Last
+                                        Name</label>
+                                    <input type="text" name="lastName" id="edit-last-name"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md">
+                                </div>
+                                <div>
+                                    <label for="edit-gender"
+                                        class="block text-sm font-medium text-gray-700">Gender</label>
+                                    <select id="edit-gender" name="gender"
+                                        class="mt-1 block w-full pl-3 pr-10 py-2 text-base border-gray-300 focus:outline-none focus:ring-primary focus:border-primary sm:text-sm rounded-md">
+                                        <option value="Male">Male</option>
+                                        <option value="Female">Female</option>
+                                        <option value="Other">Other</option>
+                                    </select>
+                                </div>
+                                <div>
+                                    <label for="edit-weight" class="block text-sm font-medium text-gray-700">Weight
+                                        (kg)</label>
+                                    <input type="number" name="weight" id="edit-weight"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md">
+                                </div>
+                                <div>
+                                    <label for="edit-height" class="block text-sm font-medium text-gray-700">Height
+                                        (cm)</label>
+                                    <input type="number" name="height" id="edit-height"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md">
+                                </div>
+                                <div>
+                                    <label for="edit-age" class="block text-sm font-medium text-gray-700">Age</label>
+                                    <input type="number" name="age" id="edit-age"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md">
+                                </div>
+                                <div>
+                                    <label for="edit-user-type" class="block text-sm font-medium text-gray-700">User
+                                        Type</label>
+                                    <select id="edit-user-type" name="userType"
+                                        class="mt-1 block w-full pl-3 pr-10 py-2 text-base border-gray-300 focus:outline-none focus:ring-primary focus:border-primary sm:text-sm rounded-md">
+                                        <option value="General Fitness">General Fitness</option>
+                                        <option value="Athlete">Athlete</option>
+                                        <option value="Weight Loss">Weight Loss</option>
+                                        <option value="Health Focused">Health Focused</option>
+                                    </select>
+                                </div>
+                                <div>
+                                    <label for="edit-diet-type" class="block text-sm font-medium text-gray-700">Diet
+                                        Type</label>
+                                    <input type="text" name="dietType" id="edit-diet-type"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md">
+                                </div>
+                                <div>
+                                    <label for="edit-allergy-info"
+                                        class="block text-sm font-medium text-gray-700">Allergies
+                                        (comma-separated)</label>
+                                    <input type="text" name="allergy_info" id="edit-allergy-info"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md"
+                                        placeholder="e.g., peanuts, gluten, dairy">
+                                </div>
+                                <div>
+                                    <label for="edit-diseases" class="block text-sm font-medium text-gray-700">Diseases
+                                        (comma-separated)</label>
+                                    <input type="text" name="diseases" id="edit-diseases"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md"
+                                        placeholder="e.g., diabetes, hypertension">
+                                </div>
+                            </form>
+                        </div>
+                    </div>
+                </div>
+            </div>
+            <div class="bg-gray-50 px-4 py-3 sm:px-6 sm:flex sm:flex-row-reverse">
+                <button id="save-profile-button" type="button"
+                    class="w-full inline-flex justify-center rounded-md border border-transparent shadow-sm px-4 py-2 bg-primary text-base font-medium text-white hover:bg-secondary focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-primary sm:ml-3 sm:w-auto sm:text-sm">
+                    {# TODO: save user changes after pressing save in the modal #}
+                    Save Changes
+                </button>
+                <button id="cancel-edit-button" type="button"
+                    class="mt-3 w-full inline-flex justify-center rounded-md border border-gray-300 shadow-sm px-4 py-2 bg-white text-base font-medium text-gray-700 hover:bg-gray-50 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-primary sm:mt-0 sm:ml-3 sm:w-auto sm:text-sm">
+                    {# TODO: close modal for editing user details #}
+                    Cancel
+                </button>
+            </div>
+        </div>
+    </div>
+</div> #}
+
+<div id="edit-profile-modal" class="fixed z-10 inset-0 overflow-y-auto hidden" aria-labelledby="modal-title"
+    role="dialog" aria-modal="true">
+    <div class="flex items-end justify-center min-h-screen pt-4 px-4 pb-20 text-center sm:block sm:p-0">
+        <!-- Modal background overlay -->
+        <div class="fixed inset-0 bg-gray-500 bg-opacity-75 transition-opacity" aria-hidden="true"></div>
+        <span class="hidden sm:inline-block sm:align-middle sm:h-screen" aria-hidden="true"></span>
+
+        <!-- Modal panel -->
+        <div
+            class="inline-block align-bottom bg-white rounded-lg text-left overflow-hidden shadow-xl transform transition-all sm:my-8 sm:align-middle sm:max-w-lg sm:w-full">
+            <div class="bg-white px-4 pt-5 pb-4 sm:p-6 sm:pb-4">
+                <div class="sm:flex sm:items-start">
+                    <div
+                        class="mx-auto flex-shrink-0 flex items-center justify-center h-12 w-12 rounded-full bg-red-100 sm:mx-0 sm:h-10 sm:w-10">
+                        <svg class="h-6 w-6 text-red-600" fill="none" viewBox="0 0 24 24" stroke="currentColor">
+                            <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2"
+                                d="M12 9v2m0 4h.01M5.06 4.93a7 7 0 1 1 13.88 0" />
+                        </svg>
+                    </div>
+                    <div class="mt-3 text-center sm:mt-0 sm:ml-4 sm:text-left">
+                        <h3 class="text-lg leading-6 font-medium text-neutral" id="modal-title">
+                            Edit Profile Information
+                        </h3>
+                        <div class="mt-4">
+                            {# TODO: add update profile api #}
+                            <form id="edit-profile-form" class="space-y-4" method="POST" action="#">
+                                {% set fields = [
+                                ('text', 'Profile Name', 'profile_name', user.profile_name),
+                                ('text', 'First Name', 'firstName', user.first_name),
+                                ('text', 'Last Name', 'lastName', user.last_name),
+                                ('number', 'Weight (kg)', 'weight', user.weight),
+                                ('number', 'Height (cm)', 'height', user.height),
+                                ('number', 'Age', 'age', user.age),
+                                ('text', 'Diet Type', 'dietType', user.diet_type),
+                                ('text', 'Allergies (comma-separated)', 'allergy_info', ', '.join(user.allergies) if
+                                user.allergies else ''),
+                                ('text', 'Diseases (comma-separated)', 'diseases', ', '.join(user.diseases) if
+                                user.diseases else '')
+                                ] %}
+
+                                {% for type, label, name, value in fields %}
+                                <div>
+                                    <label for="edit-{{ name }}" class="block text-sm font-medium text-gray-700">{{
+                                        label }}</label>
+                                    <input type="{{ type }}" name="{{ name }}" id="edit-{{ name }}"
+                                        class="mt-1 focus:ring-primary focus:border-primary block w-full shadow-sm sm:text-sm border-gray-300 rounded-md"
+                                        value="{{ value or '' }}">
+                                </div>
+                                {% endfor %}
+
+                                <div>
+                                    <label for="edit-gender"
+                                        class="block text-sm font-medium text-gray-700">Gender</label>
+                                    <select id="edit-gender" name="gender"
+                                        class="mt-1 block w-full pl-3 pr-10 py-2 text-base border-gray-300 focus:outline-none focus:ring-primary focus:border-primary sm:text-sm rounded-md">
+                                        {% for option in ['Male', 'Female', 'Other'] %}
+                                        <option value="{{ option }}" {% if user.gender==option %}selected{% endif %}>{{
+                                            option }}</option>
+                                        {% endfor %}
+                                    </select>
+                                </div>
+
+                                <div>
+                                    <label for="edit-user-type" class="block text-sm font-medium text-gray-700">User
+                                        Type</label>
+                                    <select id="edit-user-type" name="userType"
+                                        class="mt-1 block w-full pl-3 pr-10 py-2 text-base border-gray-300 focus:outline-none focus:ring-primary focus:border-primary sm:text-sm rounded-md">
+                                        {% for option in ['General Fitness', 'Athlete', 'Weight Loss', 'Health Focused']
+                                        %}
+                                        <option value="{{ option }}" {% if user.user_type==option %}selected{% endif %}>
+                                            {{ option }}</option>
+                                        {% endfor %}
+                                    </select>
+                                </div>
+                            </form>
+                        </div>
+                    </div>
+                </div>
+            </div>
+
+            <!-- Modal Actions -->
+            <div class="bg-gray-50 px-4 py-3 sm:px-6 sm:flex sm:flex-row-reverse">
+                <button id="save-profile-button" type="submit" form="edit-profile-form"
+                    class="w-full inline-flex justify-center rounded-md border border-transparent shadow-sm px-4 py-2 bg-primary text-base font-medium text-white hover:bg-secondary focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-primary sm:ml-3 sm:w-auto sm:text-sm">
+                    Save Changes
+                </button>
+                <button id="cancel-edit-button" type="button"
+                    class="mt-3 w-full inline-flex justify-center rounded-md border border-gray-300 shadow-sm px-4 py-2 bg-white text-base font-medium text-gray-700 hover:bg-gray-50 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-primary sm:mt-0 sm:ml-3 sm:w-auto sm:text-sm">
+                    Cancel
+                </button>
+            </div>
+        </div>
+    </div>
+</div>
\ No newline at end of file
diff --git a/server/templates/profile.jinja b/server/templates/profile.jinja
new file mode 100644
index 0000000..d34886e
--- /dev/null
+++ b/server/templates/profile.jinja
@@ -0,0 +1,124 @@
+{% extends 'base.jinja' %}
+
+{% block title %}
+Your Profile
+{% endblock title %}
+
+{% block content %}
+<!-- Hero Section -->
+<section class="bg-gradient-to-r from-secondary to-primary py-0"> <!-- Gradient background -->
+    <div class="max-w-7xl mx-auto px-4 py-12 sm:py-16 sm:px-6 lg:px-8 text-center">
+        <div class="mb-8">
+            {# TODO: change img url to user image #}
+            {# <img
+                src="https://plus.unsplash.com/premium_photo-1723478515704-629ab1575612?q=80&w=1470&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D"
+                alt="User Avatar" class="rounded-full mx-auto h-24 w-24 border-4 border-white shadow-md object-cover">
+            #}
+            <i class="fa-regular fa-user text-6xl bg-white rounded-full h-24 w-24 pt-3"></i>
+            <!-- Avatar Placeholder -->
+        </div>
+        <h1 class="text-4xl font-extrabold text-white sm:text-5xl lg:text-6xl tracking-tight mb-4">
+            Welcome, <span id="profile-name" class="font-accent font-semibold">{{ user.profile_name }}</span>
+        </h1>
+        <p class="mt-4 max-w-3xl mx-auto text-xl text-gray-100">
+            Explore your personalized food profile and manage your health preferences. Let's make healthy eating easier!
+        </p>
+    </div>
+</section>
+
+<!-- Edit Profile Button Section -->
+<div class="container mx-auto px-4 sm:px-6 lg:px-8 py-4 text-center flex justify-center items-center gap-5">
+    {# TODO: Link edit profile button to edit profile route #}
+    <a href="#" id="edit-profile-button"
+        class="bg-secondary hover:bg-primary text-white font-semibold py-2 px-6 rounded-md transition focus:outline-none focus:ring-2 focus:ring-secondary focus:ring-opacity-50">
+        <i class="fa-solid fa-pen-to-square mr-2"></i> Edit Profile
+    </a>
+    <form method="post" action="{{ url_for('routes_bp.logout') }}">
+        <button id="logout-profile-button"
+            class="bg-secondary hover:bg-primary text-white font-semibold py-2 px-6 rounded-md transition focus:outline-none focus:ring-2 focus:ring-secondary focus:ring-opacity-50">
+            <i class="fa-solid fa-right-from-bracket"></i> Logout
+        </button>
+    </form>
+</div>
+
+<!-- User Profile Details Section -->
+<div class="container mx-auto px-4 sm:px-6 lg:px-8 py-12">
+    <div class="bg-white rounded-xl shadow-lg overflow-hidden">
+        <div class="px-6 py-8 lg:p-10">
+            <h2 class="text-3xl font-bold text-neutral mb-8 text-center">Your Profile Information</h2>
+            <div class="grid grid-cols-1 md:grid-cols-2 gap-6 max-w-4xl max-auto">
+                {% set profile_fields_left = [
+                ('fa-user-tag', 'Profile Name', 'profile_name', user.profile_name),
+                ('fa-user', 'First Name', 'first_name', user.first_name),
+                ('fa-user-group', 'Last Name', 'last_name', user.last_name),
+                ('fa-venus-mars', 'Gender', 'gender', user.gender),
+                ('fa-weight-scale', 'Weight', 'weight', user.weight ~ ' kg' if user.weight is not none else 'N/A')
+                ] %}
+
+                {% set profile_fields_right = [
+                ('fa-ruler-vertical', 'Height', 'height', user.height ~ ' cm' if user.height is not none else 'N/A'),
+                ('fa-calendar-alt', 'Age', 'age', user.age ~ ' years' if user.age is not none else 'N/A'),
+                ('fa-users', 'User Type', 'user_type', user.user_type),
+                ('fa-utensils', 'Diet Type', 'diet_type', user.diet_type)
+                ] %}
+
+                <div class="px-2 md:px-6">
+                    {% for icon, label, element_id, value in profile_fields_left %}
+                    <div class="flex mb-3 pl-20">
+                        <i class="fa-solid {{ icon }} text-primary mr-2"></i>
+                        <span class="font-semibold text-neutral mr-2">{{ label }}:</span>
+                        <span id="{{ field_name }}" class="text-gray-700">{{ value or 'N/A' }}</span>
+                    </div>
+                    {% endfor %}
+                </div>
+
+                <div class="px-2 md:px-6">
+                    {% for icon, label, element_id, value in profile_fields_right %}
+                    <div class="flex mb-3 pl-20">
+                        <i class="fa-solid {{ icon }} text-primary mr-2"></i>
+                        <span class="font-semibold text-neutral mr-2">{{ label }}:</span>
+                        <span id="{{ field_name }}" class="text-gray-700">{{ value or 'N/A' }}</span>
+                    </div>
+                    {% endfor %}
+                </div>
+            </div>
+
+            <!-- Allergy and Diseases Sections as Cards -->
+            <div class="mt-10 grid grid-cols-1 md:grid-cols-2 gap-6">
+                <div id="allergy-info-card" class="bg-light-green rounded-lg p-6 shadow-sm">
+                    <h3 class="font-semibold text-xl text-neutral mb-4 pl-12">
+                        <i class="fa-solid fa-exclamation-triangle text-red-500 mr-2"></i> Allergies
+                    </h3>
+                    <ul id="allergy-info-list" class="list-disc list-inside text-red-700 pl-16">
+                        {% if user.allergy_info %}
+                        {% for allergy in user.allergy_info %}
+                        <li>{{ allergy }}</li>
+                        {% endfor %}
+                        {% else %}
+                        <li>None</li>
+                        {% endif %}
+                    </ul>
+                </div>
+
+                <div id="diseases-card" class="bg-light-green rounded-lg p-6 shadow-sm">
+                    <h3 class="font-semibold text-xl text-neutral mb-4 pl-12">
+                        <i class="fa-solid fa-heartbeat text-red-500 mr-2"></i> Diseases
+                    </h3>
+                    <ul id="diseases-list" class="list-disc list-inside text-red-700 pl-16">
+                        {% if user.diseases %}
+                        {% for disease in user.diseases %}
+                        <li>{{ disease }}</li>
+                        {% endfor %}
+                        {% else %}
+                        <li>None</li>
+                        {% endif %}
+                    </ul>
+                </div>
+            </div>
+        </div>
+    </div>
+</div>
+
+<!-- Edit Profile Modal - No longer needed on this page -->
+
+{% endblock content %}
\ No newline at end of file
diff --git a/server/templates/scan.jinja b/server/templates/scan.jinja
new file mode 100644
index 0000000..9720e99
--- /dev/null
+++ b/server/templates/scan.jinja
@@ -0,0 +1,226 @@
+{% extends "base.jinja" %}
+
+{% block content %}
+<div class="flex flex-col items-center justify-center min-h-screen bg-gray-100 px-4 py-8">
+    <h1 class="text-3xl font-semibold mb-8 text-gray-800">📦 Document Scanner</h1>
+
+    <div class="flex flex-col md:flex-row gap-10 w-full max-w-6xl items-start justify-center">
+        <!-- Left: Camera Stream -->
+        <div class="flex flex-col items-center space-y-4">
+            <div class="rounded-xl overflow-hidden shadow-lg border-4 border-blue-600">
+                <video id="video" autoplay class="rounded-xl w-[360px] h-[270px]"></video>
+            </div>
+            <p class="text-gray-600 text-sm">Live video stream</p>
+            <select id="cameraSelect" class="mt-4 bg-white border border-gray-300 rounded-lg shadow px-4 py-2 text-gray-700">
+                <option value="" disabled selected>Select Camera</option>
+            </select>
+        </div>
+
+        <!-- Right: Snapshot + Actions + Info -->
+        <div class="flex flex-col gap-6 w-full max-w-md">
+            <!-- Snapshot Preview -->
+            <div>
+                <h2 class="text-lg font-semibold text-gray-700 mb-2">🖼️ Captured Snapshot</h2>
+                <img id="photo" class="rounded-xl shadow-md w-full border border-gray-300 h-[270px] object-contain bg-white" />
+            </div>
+
+            <!-- Action Buttons -->
+            <div class="flex flex-wrap gap-3">
+                <button id="capture" class="bg-blue-600 hover:bg-blue-700 text-white font-medium px-4 py-2 rounded-lg shadow">
+                    📸 Capture
+                </button>
+                <button id="analyze" class="bg-green-600 hover:bg-green-700 text-white font-medium px-4 py-2 rounded-lg shadow">
+                    🔍 Analyze
+                </button>
+                <label class="cursor-pointer bg-gray-600 hover:bg-gray-700 text-white font-medium px-4 py-2 rounded-lg shadow">
+                    📁 Upload File
+                    <input id="uploadInput" type="file" accept="image/*" class="hidden" />
+                </label>
+            </div>
+
+            <!-- Barcode Info Box -->
+            <div id="barcode-info-box" class="bg-white shadow-md rounded-xl p-4 border border-gray-200">
+                <h2 class="text-lg font-semibold text-gray-800 mb-2">🔎 Barcode Info</h2>
+                <div id="barcode-info" class="text-gray-600 italic">No barcode analyzed yet.</div>
+            </div>
+        </div>
+    </div>
+</div>
+{% endblock %}
+
+{% block scripts %}
+<script>
+    const video = document.getElementById('video');
+    const photo = document.getElementById('photo');
+    const captureBtn = document.getElementById('capture');
+    const analyzeBtn = document.getElementById('analyze');
+    const uploadInput = document.getElementById('uploadInput');
+    const barcodeInfo = document.getElementById('barcode-info');
+    const cameraSelect = document.getElementById('cameraSelect');
+
+    let capturedDataURL = null;
+    let currentStream = null;
+
+    // Get available video input devices
+    navigator.mediaDevices.enumerateDevices()
+        .then((devices) => {
+            const videoDevices = devices.filter(device => device.kind === 'videoinput');
+            if (videoDevices.length === 0) {
+                alert("No cameras found.");
+                return;
+            }
+
+            videoDevices.forEach((device, index) => {
+                const option = document.createElement('option');
+                option.value = device.deviceId;
+                option.text = device.label || `Camera ${index + 1}`;
+                cameraSelect.appendChild(option);
+            });
+
+            // Start with the first camera by default
+            startCamera(videoDevices[0].deviceId);
+        })
+        .catch((err) => {
+            alert("Failed to access devices.");
+            console.error(err);
+        });
+
+    // Start camera stream
+    function startCamera(deviceId) {
+        if (currentStream) {
+            currentStream.getTracks().forEach(track => track.stop());
+        }
+
+        navigator.mediaDevices.getUserMedia({ video: { deviceId: { exact: deviceId } } })
+            .then((stream) => {
+                currentStream = stream;
+                video.srcObject = stream;
+            })
+            .catch((err) => {
+                alert("Camera access denied or not available.");
+                console.error(err);
+            });
+    }
+
+    // Handle camera selection change
+    cameraSelect.addEventListener('change', () => {
+        const selectedDeviceId = cameraSelect.value;
+        startCamera(selectedDeviceId);
+    });
+
+    // Capture from camera
+    captureBtn.addEventListener('click', () => {
+        const canvas = document.createElement('canvas');
+        canvas.width = video.videoWidth;
+        canvas.height = video.videoHeight;
+        canvas.getContext('2d').drawImage(video, 0, 0);
+
+        capturedDataURL = canvas.toDataURL('image/png');
+        photo.src = capturedDataURL;
+        barcodeInfo.innerHTML = `<span class="text-yellow-600">Image captured. Click Analyze to scan barcode.</span>`;
+    });
+
+    // Analyze the captured image
+    analyzeBtn.addEventListener('click', () => {
+        if (!capturedDataURL) {
+            alert("Please capture an image or upload one first.");
+            return;
+        }
+
+        barcodeInfo.innerHTML = `<span class="text-blue-500">Analyzing image...</span>`;
+        fetch("/upload-scan", {
+            method: "POST",
+            headers: { "Content-Type": "application/json" },
+            body: JSON.stringify({ image: capturedDataURL })
+        })
+        .then(res => res.json())
+        .then(data => {
+            if (data.barcodes && data.barcodes.length > 0) {
+    barcodeInfo.innerHTML = data.barcodes.map(b => {
+        const p = b.product;
+
+        if (!p) {
+            return `<div class="text-red-500">No product found for barcode: ${b.data}</div>`;
+        }
+
+        const ratingStar = (rating) => {
+            const rounded = Math.round(rating);
+            return '★'.repeat(rounded) + '☆'.repeat(5 - rounded);
+        };
+
+        return `
+        <div class="bg-white shadow-md rounded-xl p-6 mb-6 border border-gray-200">
+            <h2 class="text-xl font-bold text-gray-800 mb-2">${p.item_name}</h2>
+            <p class="text-sm text-gray-600 mb-1">Category: <strong>${p.item_category}</strong></p>
+            <p class="text-sm ${p.veg ? 'text-green-600' : 'text-red-600'} mb-2">
+                ${p.veg ? '🌱 Vegetarian' : '🍖 Non-Vegetarian'}
+            </p>
+
+            <div class="mb-2">
+                <strong>Ingredients:</strong> ${p.ingredients.join(', ')}
+            </div>
+
+            <div class="mb-2">
+                <strong>Allergy Info:</strong> ${p.allergy_info.join(', ')}
+            </div>
+
+            <div class="mb-4 grid grid-cols-1 sm:grid-cols-3 gap-4">
+                <div>
+                    <p class="text-sm text-gray-600">Ingredient Quality</p>
+                    <p class="text-yellow-500 text-lg">${ratingStar(p.INGREDIENT_QUALITY_RATING)}</p>
+                </div>
+                <div>
+                    <p class="text-sm text-gray-600">Health Impact</p>
+                    <p class="text-yellow-500 text-lg">${ratingStar(p.HEALTH_IMPACT_RATING)}</p>
+                </div>
+                <div>
+                    <p class="text-sm text-gray-600">Nutrition Quality</p>
+                    <p class="text-yellow-500 text-lg">${ratingStar(p.NUTRITIONAL_CONTENT_RATING)}</p>
+                </div>
+            </div>
+
+            <h3 class="text-lg font-semibold mt-4 mb-2">🧪 Nutritional Information per 100g</h3>
+            <table class="w-full border text-sm text-left text-gray-700">
+                <thead class="bg-gray-100">
+                    <tr>
+                        <th class="border px-2 py-1">Nutrient</th>
+                        <th class="border px-2 py-1">Value</th>
+                    </tr>
+                </thead>
+                <tbody>
+                    ${Object.entries(p.nutrition).map(([key, value]) => `
+                        <tr>
+                            <td class="border px-2 py-1">${key.replace(/_/g, ' ')}</td>
+                            <td class="border px-2 py-1">${value}</td>
+                        </tr>
+                    `).join('')}
+                </tbody>
+            </table>
+        </div>`;
+    }).join('');
+} else {
+    barcodeInfo.innerHTML = `<span class="text-red-500">No barcode found in the image.</span>`;
+}
+
+        })
+        .catch(err => {
+            console.error("Analysis failed:", err);
+            barcodeInfo.innerHTML = `<span class="text-red-500">Something went wrong during analysis.</span>`;
+        });
+    });
+
+    // Upload file input
+    uploadInput.addEventListener('change', (e) => {
+        const file = e.target.files[0];
+        if (!file) return;
+
+        const reader = new FileReader();
+        reader.onload = function(event) {
+            capturedDataURL = event.target.result;
+            photo.src = capturedDataURL;
+            barcodeInfo.innerHTML = `<span class="text-yellow-600">Image uploaded. Click Analyze to scan barcode.</span>`;
+        };
+        reader.readAsDataURL(file);
+    });
+</script>
+{% endblock %}
diff --git a/server/templates/signup.jinja b/server/templates/signup.jinja
new file mode 100644
index 0000000..e2db509
--- /dev/null
+++ b/server/templates/signup.jinja
@@ -0,0 +1,173 @@
+{% extends 'base.jinja' %}
+
+{% block title %}
+Sing Up to FoodStat
+{% endblock title %}
+
+{% block content %}
+<!-- Hero Section -->
+<section class="bg-secondary">
+    <div class="max-w-7xl mx-auto px-4 py-12 sm:py-16 sm:px-6 lg:px-8">
+        <div class="text-center">
+            <h1 class="text-3xl font-extrabold text-neutral sm:text-4xl lg:text-5xl">
+                Join FoodStat Today
+            </h1>
+            <p class="mt-4 max-w-2xl mx-auto text-lg text-gray-700">
+                Create your account and start your journey to healthier eating.
+            </p>
+        </div>
+    </div>
+</section>
+
+<!-- Signup Form Section -->
+<div class="container mx-auto px-4 sm:px-6 lg:px-8 py-12">
+    <div class="max-w-md mx-auto bg-white rounded-xl shadow-md overflow-hidden p-8">
+        <h2 class="text-2xl font-bold text-neutral mb-6 text-center">Create a New Account</h2>
+        <form id="signup-form" class="space-y-6" method="post" action="{{ url_for('sign_up') }}">
+
+            <!-- Firstname & Lastname -->
+            <div class="grid grid-cols-2 gap-4">
+                <div>
+                    <label for="first_name" class="block text-sm font-medium text-gray-700">First Name</label>
+                    <input type="text" id="first_name" name="first_name"
+                        class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md">
+                </div>
+                <div>
+                    <label for="last_name" class="block text-sm font-medium text-gray-700">Last Name</label>
+                    <input type="text" id="last_name" name="last_name"
+                        class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md">
+                </div>
+            </div>
+
+            <!-- Gender -->
+            <div>
+                <label for="gender" class="block text-sm font-medium text-gray-700">Gender</label>
+                <select id="gender" name="gender" required
+                    class="mt-1 block w-full pl-3 pr-10 py-2 text-sm border-gray-300 rounded-md focus:outline-none focus:ring-primary focus:border-primary">
+                    <option value="">-- Select Gender --</option>
+                    <option value="male">Male</option>
+                    <option value="female">Female</option>
+                </select>
+            </div>
+
+            <!-- User Type -->
+            <div>
+                <label for="user_type" class="block text-sm font-medium text-gray-700">User Type</label>
+                <select id="user_type" name="user_type" required
+                    class="mt-1 block w-full pl-3 pr-10 py-2 text-sm border-gray-300 rounded-md focus:outline-none focus:ring-primary focus:border-primary">
+                    <option value="">-- Select User Type --</option>
+                    <option value="weight_loss">Weight Loss</option>
+                    <option value="weight_gain">Weight Gain</option>
+                    <option value="muscle_gain">Muscle Gain</option>
+                    <option value="pregnant_mother">Pregnant Mother</option>
+                    <option value="infant">Infant</option>
+                    <option value="general_fitness">General Fitness</option>
+                </select>
+            </div>
+
+            <div class="grid grid-cols-2 gap-4">
+                <!-- Weight -->
+                <div>
+                    <label for="weight" class="block text-sm font-medium text-gray-700">Weight (kg)</label>
+                    <input type="number" step="0.1" min="0" id="weight" name="weight"
+                        class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md placeholder:text-sm"
+                        placeholder="e.g. 68.5">
+                </div>
+
+                <!-- Height -->
+                <div>
+                    <label for="height" class="block text-sm font-medium text-gray-700">Height (m)</label>
+                    <input type="number" step="0.01" min="0" id="height" name="height"
+                        class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md placeholder:text-sm"
+                        placeholder="e.g. 1.75">
+                </div>
+            </div>
+
+            <!-- Age -->
+            <div>
+                <label for="age" class="block text-sm font-medium text-gray-700">Age</label>
+                <input type="number" min="0" max="120" id="age" name="age"
+                    class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md placeholder:text-sm"
+                    placeholder="Enter your age">
+                {# <p class="text-xs text-gray-500">Age should be between 0 and 120.</p> #}
+            </div>
+
+            <!-- Diet Type -->
+            <div>
+                <label for="diet_type" class="block text-sm font-medium text-gray-700">Diet Type</label>
+                <select id="diet_type" name="diet_type" required
+                    class="mt-1 block w-full pl-3 pr-10 py-2 text-sm border-gray-300 rounded-md focus:outline-none focus:ring-primary focus:border-primary">
+                    <option value="">-- Select Diet Type --</option>
+                    <option value="veg">Vegetarian</option>
+                    <option value="non-veg">Non-Vegetarian</option>
+                </select>
+            </div>
+
+            <!-- Allergy Info -->
+            <div>
+                <label for="allergy_info" class="block text-sm font-medium text-gray-700">Allergy (if any)</label>
+                <textarea id="allergy_info" name="allergy_info" rows="2"
+                    class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md placeholder:text-sm"
+                    placeholder="Comma-separated: e.g. peanuts, gluten, dairy"></textarea>
+            </div>
+
+            <!-- Disease Info -->
+            <div>
+                <label for="disease_info" class="block text-sm font-medium text-gray-700">Diseases (if any)</label>
+                <textarea id="disease_info" name="disease_info" rows="2"
+                    class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md placeholder:text-sm"
+                    placeholder="Comma-separated: e.g. diabetes, hypertension"></textarea>
+            </div>
+
+            <!-- Username -->
+            <div>
+                <label for="username" class="block text-sm font-medium text-gray-700">
+                    Username</label>
+                <div class="mt-1">
+                    <input type="text" id="username" name="username" required
+                        class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md"
+                        placeholder="Choose a username">
+                </div>
+            </div>
+
+            <!-- Password -->
+            <div>
+                <label for="password" class="block text-sm font-medium text-gray-700">
+                    Password</label>
+                <div class="mt-1">
+                    <input type="password" id="password" name="password" required
+                        class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md"
+                        placeholder="Create a password">
+                </div>
+            </div>
+
+            <!-- Profile Name -->
+            <div>
+                <label for="profile_name" class="block text-sm font-medium text-gray-700">Profile Name</label>
+                <div class="mt-1">
+                    <input type="text" id="profile_name" name="profile_name"
+                        class="shadow-sm focus:ring-primary focus:border-primary block w-full sm:text-sm border-gray-300 rounded-md"
+                        placeholder="Will default to username if left blank">
+                </div>
+            </div>
+
+            <!-- Submit Button -->
+            <div>
+                <button type="submit"
+                    class="w-full inline-flex justify-center py-2 px-4 border border-transparent shadow-sm text-sm font-medium rounded-md text-white bg-primary hover:bg-secondary focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-primary">
+                    {# TODO: submit the signup to sign_up api in app.py #}
+                    Sign Up
+                </button>
+            </div>
+        </form>
+
+        <div class="mt-6 text-center">
+            <p class="text-sm text-gray-600">
+                Already have an account? <a href="{{ url_for('routes_bp.login') }}"
+                    class="font-medium text-secondary hover:text-primary transition">Log in</a>
+            </p>
+        </div>
+    </div>
+</div>
+
+{% endblock content %}
\ No newline at end of file
diff --git a/server/uv.lock b/server/uv.lock
new file mode 100644
index 0000000..37d4d00
--- /dev/null
+++ b/server/uv.lock
@@ -0,0 +1,1013 @@
+version = 1
+revision = 1
+requires-python = ">=3.12"
+resolution-markers = [
+    "python_full_version >= '3.13' and sys_platform == 'darwin'",
+    "python_full_version >= '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "(python_full_version >= '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version >= '3.13' and sys_platform != 'darwin' and sys_platform != 'linux')",
+    "python_full_version < '3.13' and sys_platform == 'darwin'",
+    "python_full_version < '3.13' and platform_machine == 'aarch64' and sys_platform == 'linux'",
+    "(python_full_version < '3.13' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform != 'darwin' and sys_platform != 'linux')",
+]
+
+[[package]]
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+version = "0.7.0"
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