Swole Bot

A chatbot that uses RAG to answer questions about sports, weightlifting, testosterone... all with the goal of getting you swole. 💪🏻

Features

• RAG-powered responses using OpenAI models
• Smart document processing with hierarchical chunking
• Semantic search with Jina AI embeddings and reranking
• Source tracking and citation
• Intelligent content validation
• Intelligent scraping of documents from the web
• Vector storage with Chroma

Installation

1. Clone the repository
2. Install Poetry if you haven't already
3. Install dependencies with poetry install
4. Create a .env file based on the .env.example file
5. Scrape documents with make scrape
6. Chat with the bot with make chat

Roadmap

• Transition into a web app using FastHTML.
• Implement semantic chunking based on section headers, smart overlap that preserves complete sentences and dynamic chunk sized based on content type

Contributing

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add some amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

Please use descriptive commit messages and add a PR description describing the why behind the changes you're making.

License

This project is licensed under the MIT License - see the LICENSE file for details.