the process flow diagram is shown on the screen.

Make a video with the contextually-driven complex clinical recommendation an integrated RAT LLM Framework for managing complex clinical conditions that can adapt to evolving clinical guidelines and patient traits . the created system uses advanced techniques such as PEFT parameter-efficient fine tuning and RAG retrieval model tuning to provide a curate upto date clinical recommendations