Ask Rebbe - AI-Powered Chassidic Wisdom

An intelligent chatbot that provides guidance based on the teachings of the Lubavitcher Rebbe, incorporating audio, text, and document processing capabilities.

Features

• Audio Processing: Transcribes and processes audio teachings of the Rebbe
• Document Processing: Handles various document formats (PDF, DOCX, TXT)
• Semantic Search: Implements advanced search to find relevant teachings
• RAG System: Retrieval-Augmented Generation for context-aware responses
• Multi-Document Integration: Combines insights from multiple sources
• Interactive Chat: User-friendly interface for asking questions

Setup

1. Clone the repository:

git clone https://github.com/yourusername/ask-rebbe.git
cd ask-rebbe

2. Install dependencies:

pip install -r requirements.txt

3. Set up environment variables: Create a .env file with:

OPENAI_API_KEY=your_api_key_here

4. Run the application:

python app.py

Project Structure

• app.py: Main application file
• audio_processor.py: Handles audio file processing
• document_processor.py: Processes various document formats
• test_*.py: Test and demonstration scripts
• templates/: HTML templates for the web interface
• models/: Data models and database schemas
• controllers/: Business logic and route handlers

Testing

Run the test suite:

python -m pytest tests/

License

MIT License

Contributing

1. Fork the repository
2. Create a feature branch
3. Commit your changes
4. Push to the branch
5. Create a Pull Request