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README.md

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----
-title: BioGPT Medical Assistant
-emoji: 🏥
-colorFrom: blue
-colorTo: purple
-sdk: gradio
-sdk_version: 4.44.0
-app_file: app.py
-pinned: false
-license: mit
-short_description: AI pediatric medical chatbot powered by BioGPT
-tags:
-- medical
-- healthcare
-- pediatric
-- biogpt
-- chatbot
-- medicine
-- health
-models:
-- microsoft/BioGPT-Large
-datasets: []
----
-
-
-# 🏥 BioGPT Medical Assistant
-
-An AI-powered medical chatbot specialized in pediatric medicine, built with Microsoft's BioGPT model and deployed via Gradio.
-
-## 🎯 Features
-
-- **Specialized Medical AI**: Powered by BioGPT-Large, trained on extensive medical literature
-- **Pediatric Focus**: Specialized knowledge in children's health and medicine
-- **Evidence-Based**: Responses based on medical research and clinical guidelines
-- **Interactive Chat**: User-friendly Gradio interface with medical-themed design
-- **Safety First**: Clear disclaimers and guidance on when to seek professional care
-
-## 🩺 Capabilities
-
-### Medical Topics Covered:
-- **Pediatric Symptoms**: Fever, cough, rash, digestive issues
-- **Treatment Guidance**: Evidence-based treatment information
-- **Emergency Signs**: When to seek immediate medical attention
-- **Prevention**: Vaccination schedules, disease prevention
-- **Development**: Growth and developmental milestones
-
-### Key Features:
-- Real-time medical information retrieval
-- Context-aware responses using medical knowledge base
-- Conversational AI with natural language understanding
-- Memory-efficient deployment with model quantization
-- Comprehensive medical disclaimers and safety information
-
-## 🚀 Technical Details
-
-- **Base Model**: Microsoft BioGPT-Large
-- **Framework**: Gradio for web interface
-- **Deployment**: Hugging Face Spaces
-- **Optimization**: 8-bit quantization for efficient GPU usage
-- **Embeddings**: Sentence transformers for context retrieval
-- **Device Support**: CUDA GPU with CPU fallback
-
-## ⚠️ Important Medical Disclaimer
-
-**This AI assistant provides educational medical information only and is NOT a substitute for professional medical advice, diagnosis, or treatment.**
-
-### Always Consult Healthcare Professionals For:
-- Medical diagnosis and treatment decisions
-- Prescription medications
-- Personalized medical advice
-- Emergency medical situations
-
-### Emergency Situations - Call Emergency Services:
-- Difficulty breathing or choking
-- Severe allergic reactions
-- Unconsciousness
-- Severe injuries
-- Persistent high fever (>104°F/40°C)
-
-## 🛠️ Installation & Setup
-
-### For Local Development:
-
-1. **Clone the repository**:
-   ```bash
-   git clone <your-repo-url>
-   cd biogpt-medical-chatbot
-   ```
-
-2. **Install dependencies**:
-   ```bash
-   pip install -r requirements.txt
-   ```
-
-3. **Run the application**:
-   ```bash
-   python app.py
-   ```
-
-### For Hugging Face Spaces Deployment:
-
-1. Create a new Space on Hugging Face
-2. Choose "Gradio" as the Space SDK
-3. Upload the following files:
-   - `app.py`
-   - `requirements.txt`
-   - `README.md`
-4. The Space will automatically build and deploy
-
-## 📁 File Structure
-
-```
-├── app.py              # Main Gradio application
-├── requirements.txt    # Python dependencies
-└── README.md          # This file
-```
-
-## 🔧 Configuration
-
-The chatbot automatically detects available hardware and configures accordingly:
-
-- **GPU Available**: Uses CUDA with 8-bit quantization
-- **CPU Only**: Falls back to CPU with appropriate settings
-- **Model Loading**: Attempts BioGPT-Large, falls back to smaller models if needed
-
-## 💡 Usage Tips
-
-### For Best Results:
-1. **Be Specific**: Ask detailed questions about symptoms or conditions
-2. **Include Context**: Mention age, duration of symptoms, etc.
-3. **Medical Focus**: Focus on pediatric and general medical topics
-4. **Clear Language**: Use clear, simple language in your questions
-
-### Example Queries:
-- "What causes fever in children?"
-- "My 3-year-old has been coughing for 2 days, what should I do?"
-- "When should I be concerned about my baby's breathing?"
-- "What are the signs of dehydration in infants?"
-
-## 🤝 Contributing
-
-Contributions are welcome! Please feel free to submit issues, feature requests, or pull requests.
-
-## 📄 License
-
-This project is licensed under the MIT License - see the LICENSE file for details.
-
-## 🙏 Acknowledgments
-
-- **Microsoft Research** for the BioGPT model
-- **Hugging Face** for model hosting and transformers library
-- **Gradio** for the web interface framework
-- **Medical Community** for evidence-based medical knowledge
-
-## 📞 Support
-
-For technical issues or questions about deployment, please open an issue in this repository.
-
-**For medical emergencies, always contact emergency services or healthcare professionals immediately.**
-
----
-
-*Last updated: August 2025*