End-to-End AI-Powered Medical Chatbot
An intelligent medical chatbot that uses NLP and machine learning to provide accurate health information, personalized responses, and multi-platform support—enhancing patient engagement and making healthcare more accessible.
Core trick
LangChain retrieves medical knowledge chunks from a Pinecone index and feeds them to GPT for symptom-based answers.
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Description
$29
Aiengineer360/End-to-End-Medical-Chatbot★ 00 forksPythonMITCreated Jun 8, 2025 · last push Jun 10, 2025
README excerpt
# 🏥 Medical Diagnosis Chatbot - MediBot 🤖 ## 🌟 Introduction MediBot is an AI-powered medical assistant that helps users get preliminary diagnoses and treatment suggestions for various health conditions. Built with cutting-edge technologies like GPT and Pinecone, it provides intelligent, context-aware medical guidance.  **Key Features**: - 🩺 Symptom-based disease diagnosis - 💊 Treatment recommendations - 📚 Medical knowledge base - 🔍 Context-aware conversations ## 🛠️ Tech Stack ### 🔧 Core Technologies - **Python** 🐍 - Backend logic and API - **LangChain** ⛓️ - AI orchestration framework - **Flask** 🌶️ - Web application framework - **OpenAI GPT** 🤖 - AI language model - **Pinecone** 🌲 - Vector database for medical knowledge ### ☁️ Deployment & Infrastructure - **AWS EC2** ☁️ - Cloud hosting - **AWS ECR** 📦 - Container registry - **Docker** 🐳 - Containerization - **GitHub Actions** ⚡ - CI/CD pipeline ## 📂 Project Structure ``` ├── .github/workflows # CI/CD configuration │ └── clcd.yaml ├── src/ # Source code │ ├── __init__.py │ ├── helper.py # Utility functions │ ├── prompt.py # AI prompt templates ├── static/ # Static files │ └── style.css # CSS styles ├── templates/ # HTML templates │ └── chat.html # Chat interface ├── tests/ # Test f