genai-apps

Learn and Launch an Generative AI Application

Step 1 - Complete the Prerequisties

• Ref: https://github.com/jayyanar/genai-apps/blob/main/prerequisites.md

• You need Sagemaker Studio Lab or Google Collab to run this Lab. - Sagemaker Studio Lab will take 1-5 days to get approved and Provisioned

Lab 1: Word Embedding -

You will learn how to create a word embeddings using Word2Vec for Word and Sentence, Use Cohere API to process the file. You can use Sagemaker Studio Lab or Google Collab for this Demos

Lab 2: Prompt Engineering -

You will learn basic of Prompt Engineering - Zero, FewShot Prompting, Also how to Generate Text, Summarize, Generate Code using LLM (Cohere API)

Lab 3: Image Generation -

Imagination is your limit, You can Generate a Image of your Dream using Dreamstudio

Lab 4: Read PDF using Langchain -

Build your Study Application by Read the PDF Effeciently

To Learn More: learning and Reading on Machine learning

• Ref: https://github.com/jayyanar/genai-apps/blob/main/learning.md