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- title: Cardioqa Ai System
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- emoji: πŸ“š
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  colorTo: red
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  sdk: docker
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  license: mit
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- short_description: 'AI-Powered Cardiac Diagnostic Assistant with RAG '
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ title: CardioQA AI System
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+ emoji: πŸ«€
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+ colorFrom: blue
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  colorTo: red
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  sdk: docker
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  pinned: false
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  license: mit
 
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+ # CardioQA - AI-Powered Cardiac Diagnostic Assistant πŸ«€
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+ Professional cardiac health assistant powered by **RAG** (Retrieval-Augmented Generation), **ChromaDB**, and **Google Gemini 2.0**.
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+ ## 🌟 Features
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+ - πŸ«€ **364+ cardiac medical Q&As** - Comprehensive knowledge base
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+ - πŸ€– **AI-powered responses** with Google Gemini 2.0 Flash
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+ - πŸ›‘οΈ **Medical safety validation** - Emergency detection & warnings
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+ - πŸ“Š **Confidence scoring** - Dynamic response quality metrics
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+ - ⚑ **Real-time semantic search** - ChromaDB + Sentence Transformers
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+ - 🎯 **Professional safety features** - Medical disclaimers & consultation recommendations
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+
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+ ## πŸš€ API Endpoints
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+ - **`/`** - API information & status
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+ - **`/health`** - System health check & database status
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+ - **`/query`** - Ask cardiac health questions (POST)
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+ - **`/docs`** - Interactive FastAPI documentation
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+ - **`/stats`** - System statistics & model information
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+ ## πŸ› οΈ Built With
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+ - **Backend:** FastAPI + Uvicorn
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+ - **AI Model:** Google Gemini 2.0 Flash
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+ - **Vector Database:** ChromaDB with persistent storage
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+ - **Embeddings:** Sentence Transformers (all-MiniLM-L6-v2)
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+ - **Safety:** Custom medical validation system
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+ - **Deployment:** Docker + HuggingFace Spaces
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+ ## πŸ“Š System Architecture