This repository implements a multi-agent system for medical diagnostics using generative AI. It coordinates multiple specialized agents through LangGraph for tasks including document parsing with Docling, retrieval-augmented generation via Qdrant vector database, medical image processing, and disease detection. The system exposes a FastAPI-based chatbot interface designed for healthcare professionals, researchers, and patients to query medical information and receive diagnostic assistance.