pavanbadempet/AI-Healthcare-System
AI-powered healthcare platform combining Machine Learning for multi-disease prediction (Diabetes, Heart, Liver, Kidney, Lungs) with Generative AI for intelligent medical assistance and lab report analysis.
Implements a RAG (Retrieval-Augmented Generation) architecture with isolated vector stores per user to prevent data leakage, combined with Gemini Pro Vision for automatic lab report extraction. Built on FastAPI/Streamlit with XGBoost/RandomForest classifiers, FAISS vector search, and Docker containerization supporting multi-service deployment across Streamlit Cloud and Render.
Stars
24
Forks
8
Language
Python
License
MIT
Category
Last pushed
Feb 28, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/generative-ai/pavanbadempet/AI-Healthcare-System"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.