AbhaySingh71/AI-Powered-Healthcare-Intelligence-Network
The AI-Powered Healthcare Intelligence Network is an AI-driven system offering disease prediction, drug recommendations, heart disease risk assessment, and an AI medical chatbot. Using ML, NLP, and LLMs, it provides accurate diagnoses, insights, and recommendations, enhancing healthcare accessibility, efficiency, and decision-making .
The system combines RandomForest and LightGBM classifiers for disease/heart-risk prediction, implements RAG (Retrieval Augmented Generation) with FAISS vector databases and Mistral-7B-Instruct for the medical chatbot, and uses NLP with cosine similarity for drug matching. Built on Streamlit for the frontend, it's containerized with Docker and deployable on Streamlit Cloud, AWS, or GCP with environment-agnostic reproducibility.
Stars
17
Forks
7
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Feb 17, 2026
Commits (30d)
0
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