README.md

metadata

title: Bhagwad Gita RAG Chatbot
emoji: 🕉️
colorFrom: purple
colorTo: indigo
sdk: docker
app_port: 7860

🕉️ Bhagwad Gita RAG Chatbot

An intelligent chatbot that provides wisdom from the Bhagavad Gita and Patanjali Yoga Sutras using advanced RAG (Retrieval Augmented Generation) technology.

🌟 Features

• Sacred Text Querying: Ask questions and get relevant verses from Bhagavad Gita and Patanjali Yoga Sutras
• Intelligent RAG: Uses TF-IDF and cosine similarity for accurate verse matching
• Automatic Summaries: Get concise explanations of complex spiritual concepts
• Bilingual Support: Sanskrit and English language support
• Interactive API: Full REST API with Swagger documentation

🚀 Quick Start

1. Clone the repository:

   git clone https://huggingface.co/spaces/AbhavBhanot/Indian-Mythology-Chatbot
   cd Indian-Mythology-Chatbot
   

2. Install dependencies:

   pip install -r requirements.txt
   

3. Run the application:

   python backend/main.py
   

4. Access the API:

   • Main API: http://localhost:8000
   • Interactive Docs: http://localhost:8000/docs
   • Health Check: http://localhost:8000/health

📚 API Endpoints

• GET / - Main landing page
• GET /health - Health check
• POST /query - Process spiritual queries
• GET /sources - Get available text sources
• POST /translate - Translate text between languages
• GET /supported-languages - List supported languages

🐳 Docker Deployment

This project is configured for deployment on Hugging Face Spaces using Docker. The Dockerfile automatically:

• Sets up the Python environment
• Installs all dependencies
• Configures the FastAPI application
• Exposes the service on port 7860

🔧 Configuration

Set these environment variables for customization:

• DATA_DIR: Path to dataset directory
• CORS_ORIGINS: Allowed CORS origins
• API_HOST: API host (default: 0.0.0.0)
• API_PORT: API port (default: 8000)

📖 Dataset Structure

The chatbot uses structured CSV datasets containing:

• Bhagavad Gita verses in Sanskrit and English
• Patanjali Yoga Sutras
• Word meanings and translations
• Question-answer pairs for training

🤝 Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

📄 License

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

---

Built with ❤️ for spiritual seekers and knowledge enthusiasts