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| title: Dental AI Assistant | |
| emoji: 🏃 | |
| colorFrom: yellow | |
| colorTo: indigo | |
| sdk: gradio | |
| sdk_version: 5.39.0 | |
| app_file: app.py | |
| pinned: false | |
| hardware: cpu-upgrade | |
| suggested_hardware: t4-small | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |
| 🦷 Dental AI Assistant | |
| An advanced dental consultation and medication extraction system powered by AI. This application provides dental advice, medication recommendations, and intelligent text analysis for medical documents. | |
| 🚀 Try it now: This Space is running on Hugging Face! No installation required. | |
| ✨ Features | |
| 🩺 Dental Consultation: Get AI-powered dental advice with detailed medication regimens | |
| 💊 Medication Extraction: Extract and highlight medications from medical text using NLP | |
| 🎨 Interactive Visualization: Visual representation of extracted medication entities | |
| ⚡ Quick Questions: Pre-built common dental questions for instant answers | |
| ⚙️ Customizable Settings: Adjust response length and creativity parameters | |
| 🚀 GPU/CPU Support: Automatic device detection and optimization | |
| 📱 Modern UI: Clean, responsive Gradio interface | |
| 🎯 Quick Start (Hugging Face Spaces) | |
| Dental Consultation: | |
| Click on the "💬 Dental Consultation" tab | |
| Ask your dental question or select from quick questions | |
| Get AI-powered advice with medication recommendations | |
| Medication Extraction: | |
| Switch to "💊 Medication Extraction" tab | |
| Enter your Gemini API key (get it from Google AI Studio) | |
| Paste medical text to extract medication information | |
| 🔑 Required API Key | |
| For medication extraction functionality, you'll need a Gemini API Key: | |
| Visit Google AI Studio | |
| Sign in with your Google account | |
| Click "Get API Key" | |
| Create a new API key | |
| Use it in the "Medication Extraction" tab | |
| 🎯 Usage Examples | |
| Example 1: Dental Consultation | |
| Question: "I have a severe toothache with swelling, provide 3-day medication" | |
| Expected Response: Detailed medication regimen including: | |
| - Antibiotics (dosage, frequency, duration) | |
| - Pain relievers (mechanism of action) | |
| - Anti-inflammatory medications | |
| - Professional consultation disclaimer | |
| Example 2: Medication Extraction | |
| Input Text: "Patient prescribed 500mg Amoxicillin TID for 7 days and 400mg Ibuprofen QID PRN for pain" | |
| Expected Output: | |
| - Medication: Amoxicillin, Ibuprofen | |
| - Dosage: 500mg, 400mg | |
| - Frequency: TID, QID PRN | |
| - Duration: 7 days, as needed | |
| 🚨 Important Disclaimers | |
| ⚠️ Medical Disclaimer: This AI assistant is for educational purposes only. Always consult with a qualified dentist or healthcare professional for medical advice, diagnosis, or treatment. | |
| ⚠️ Accuracy: While the AI strives for accuracy, medical information should always be verified with healthcare professionals. | |
| ⚠️ Emergency: For dental emergencies, contact your dentist or emergency services immediately. | |
| 🔧 Technical Details | |
| Model Information | |
| Model: yasserrmd/DentaInstruct-1.2B | |
| Framework: Hugging Face Transformers | |
| Device: Auto-detected (GPU/CPU) | |
| Precision: Float16 (GPU) / Float32 (CPU) | |
| Gemini API Errors | |
| Verify API key is correct | |
| Check API quota and billing | |
| Ensure key has necessary permissions | |
| 📄 License | |
| This project is licensed under the MIT License. | |
| 🙏 Acknowledgments | |
| Model: yasserrmd/DentaInstruct-1.2B | |
| Framework: Hugging Face Transformers | |
| UI: Gradio | |
| NLP: LangExtract | |
| API: Google Gemini | |
| Built with ❤️ for the dental community |