Medical AI , Agentic AI and Rag with medical knowledge by DoctorNuke ( 1996) and Mikai(2025)

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How medical RAG work : Mikai insight

How mikai llm RAG work , please explain

Retrieval-Augmented Generation (RAG)in MIKAI LLM enhances responses bycombining retrieval and generation. -How it works:

  • Step 1: Query Analysis – The systemanalyzes your question to identify keyconcepts and context. - Step 2:Document Retrieval – It searches acurated database of medical texts(e.g., Cardiac Drug Therapy, TheUltimate Guide to BodyRecomposition) for relevantinformation. - Step 3: ContextIntegration – The LLM uses theretrieved documents to generate aprecise, evidence-based answer. -Step 4: Response Formulation – Thefinal response is structured to beclear, concise, and medicallyaccurate.