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--- |
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title: Bhagwad Gita RAG Chatbot |
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emoji: 🕉️ |
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colorFrom: purple |
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colorTo: indigo |
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sdk: docker |
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app_port: 7860 |
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--- |
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# 🕉️ Bhagwad Gita RAG Chatbot |
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An intelligent chatbot that provides wisdom from the Bhagavad Gita and Patanjali Yoga Sutras using advanced RAG (Retrieval Augmented Generation) technology. |
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## 🌟 Features |
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- **Sacred Text Querying**: Ask questions and get relevant verses from Bhagavad Gita and Patanjali Yoga Sutras |
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- **Intelligent RAG**: Uses TF-IDF and cosine similarity for accurate verse matching |
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- **Automatic Summaries**: Get concise explanations of complex spiritual concepts |
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- **Bilingual Support**: Sanskrit and English language support |
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- **Interactive API**: Full REST API with Swagger documentation |
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## 🚀 Quick Start |
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1. **Clone the repository**: |
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```bash |
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git clone https://huggingface.co/spaces/AbhavBhanot/Indian-Mythology-Chatbot |
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cd Indian-Mythology-Chatbot |
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``` |
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2. **Install dependencies**: |
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```bash |
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pip install -r requirements.txt |
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``` |
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3. **Run the application**: |
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```bash |
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python backend/main.py |
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``` |
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4. **Access the API**: |
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- Main API: http://localhost:8000 |
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- Interactive Docs: http://localhost:8000/docs |
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- Health Check: http://localhost:8000/health |
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## 📚 API Endpoints |
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- `GET /` - Main landing page |
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- `GET /health` - Health check |
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- `POST /query` - Process spiritual queries |
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- `GET /sources` - Get available text sources |
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- `POST /translate` - Translate text between languages |
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- `GET /supported-languages` - List supported languages |
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## 🐳 Docker Deployment |
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This project is configured for deployment on Hugging Face Spaces using Docker. The Dockerfile automatically: |
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- Sets up the Python environment |
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- Installs all dependencies |
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- Configures the FastAPI application |
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- Exposes the service on port 7860 |
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## 🔧 Configuration |
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Set these environment variables for customization: |
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- `DATA_DIR`: Path to dataset directory |
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- `CORS_ORIGINS`: Allowed CORS origins |
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- `API_HOST`: API host (default: 0.0.0.0) |
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- `API_PORT`: API port (default: 8000) |
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## 📖 Dataset Structure |
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The chatbot uses structured CSV datasets containing: |
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- Bhagavad Gita verses in Sanskrit and English |
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- Patanjali Yoga Sutras |
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- Word meanings and translations |
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- Question-answer pairs for training |
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## 🤝 Contributing |
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Contributions are welcome! Please feel free to submit a Pull Request. |
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## 📄 License |
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This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details. |
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--- |
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**Built with ❤️ for spiritual seekers and knowledge enthusiasts** |
