Qdrant

⚕️ Multi-Agent Medical AI Assistant A full-stack system that combines agents, computer vision, hybrid RAG, and voice I/O into a unified pipeline for diagnosis, research, and patient interaction. The architecture includes: • LangGraph by LangChain for agent orchestration • PyTorch vision models • Hybrid RAG on Qdrant + Hugging Face re-ranking • Unstructured for parsing medical PDFs • tavily for real-time search • ElevenLabs voice interface • FastAPI + Docker backend • Human-in-the-loop validation Built by Souvik Majumder 🚀 Code: