Solvia – Text Cleaning & Transformation Tool

Solvia is a Streamlit-based text-cleaning and transformation tool powered by llama-3.1-8b-instant via the Groq API.
It allows you to remove unwanted phrases, clean messy text, ask context-aware questions, and rephrase or summarize content with precision.

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Features

• Custom Removal Rules – Add specific phrases that should be removed from text
• Instant Text Cleaning – Clean large text blocks using your custom rule list
• Context-Aware Q&A – Ask questions using only the cleaned text as context
• Rephrase / Summarize – Transform cleaned text into clearer or shorter versions
• Session Reset – Quickly clear rules and start a fresh cleaning session
• Groq API Integration – Powered by Groq’s lightning-fast llama-3.1-8b-instant model
• Streamlit UI – Clean, modern, responsive interface

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Live Demo

Try Solvia instantly – Launch the Streamlit App

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Technologies Used

• Python 3.x
• Streamlit – Web-based UI
• Groq API (llama-3.1-8b-instant) – Text processing and transformation
• Requests – API communication
• JSON – Stores custom removal rules
• dotenv – Optional environment variable loading

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File Structure

Solvia/
│
├── solvia.py               # Main Streamlit application (UI + Groq API + text cleaning + AI tools)
├── remove_list.json        # Stores user-defined removal phrases (persistent rule list)
│
├── requirements.txt        # Python dependencies for Solvia
├── README.md               # Documentation and setup guide
├── LICENSE                 # MIT License
├── SECURITY.md             # Security policy and reporting guidelines
│
├── .gitignore              # Files ignored by Git
├── .gitattributes          # Git attributes configuration
│
└── .devcontainer/          # Dev Container configuration (for VS Code)
    └── devcontainer.json

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Requirements

• Python 3.8+
• streamlit
• requests
• python-dotenv
• Groq API key (GROQ_API_KEY)

Install dependencies:

pip install -r requirements.txt

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Installation & Usage

1. Clone the repository:

   git clone https://github.com/rakinmohammedrafeeq/solvia
   cd solvia

2. Add Groq API key:

Create .streamlit/secrets.toml and add:

GROQ_API_KEY = "your_api_key_here"

If .streamlit/secrets.toml is not present, Solvia automatically falls back to reading the key from a .env file.

3. Run Solvia:

streamlit run solvia.py

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How It Works

• Rule-Based Cleaning
  Add phrases to a removal list. Solvia removes them exactly as written.

• Text Cleaning
  Paste text into the input box and instantly generate a cleaned version.

• Q&A
  Solvia answers questions using only the cleaned text as its source.

• Text Transformation
  Choose between Rephrase or Summarize modes to rewrite your cleaned content using Groq LLM.

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Security Policy

For the complete security policy, refer to SECURITY.md.
It outlines:

• Supported versions
• Responsible disclosure guidelines
• Private reporting process
• Required information when reporting vulnerabilities
• Response timelines

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License

This project is licensed under the MIT License.

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Contact

For any questions or suggestions, feel free to reach out:

• Email: rakinmohammedrafeeq@gmail.com
• LinkedIn: https://www.linkedin.com/in/rakinmohammedrafeeq
• GitHub: https://github.com/rakinmohammedrafeeq

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Support

If you find this project useful, consider giving it a ⭐ on GitHub or supporting my work: