TsegayIS122123/medintel-ai

MedIntel AI - Clinical Intelligence Platform with Multi-Agent RAG for Ethiopian Healthcare # 🏥 MedIntel AI - Clinical Intelligence Platform --- ## 📖 Table of Contents 1. Overview 2. The Problem To Solve 3. Solution 4. System Architecture 5. Multi-Agent System 6. Technology Stack 7. Database Design 8. Project Structure 9. Getting Started 10. Deployment 11. Success Metrics 12. Contributing 13. License --- ## 🎯 Overview **MedIntel AI** is a production-grade, privacy-first clinical intelligence platform that brings AI-powered medical decision support to healthcare workers in low-resource settings. Unlike generic AI assistants that hallucinate dangerous advice, MedIntel AI combines **multi-agent orchestration** with **Retrieval-Augmented Generation (RAG)** to deliver accurate, cited, and trustworthy medical answers—even without internet connectivity. ### 🏥 Who It's For - **Doctors & Nurses** in Ethiopian clinics - **NGOs** (Last Mile Health, MSF, WHO) - **Ministry of Health** (policy and guideline dissemination) - **Healthcare Researchers** (clinical data analysis) - **Medical Students** (learning and reference) ### 🌟 What Makes It Different - **Privacy-First:** Patient data never leaves the clinic (local Llama 3 deployment) - **Offline Capable:** Works without internet using Ollama - **Multi-Lingual:** Amharic, Oromo, Tigrinya, and English - **Hallucination-Free:** Multi-agent evaluation with Orchestrator[Orchestrator Agent] Orchestrator --> |Intent Analysis| Routing{Route Decision} Routing --> |Medical| Retrieval[Medical Retrieval Agent] Routing --> |Drug| Drug[Drug Agent] Routing --> |Protocol| Protocol[Protocol Agent] Retrieval --> |Documents| Synthesis[Synthesis Agent] Drug --> |Drug Info| Synthesis Protocol --> |Guidelines| Synthesis Synthesis --> |Draft Answer| Evaluation[Evaluation Agent] Evaluation --> |Check| LLM[Llama 3 LLM] LLM --> |Verification| Evaluation Evaluation --> |Score| SelfCorrect{Confidence |Yes| Expanded[Expand Query & Retry] SelfCorrect --> |No| Response[Final Response] Expanded --> Retrieval Response --> User ``` …