Agentic RAG: A Walkthrough of Retrieval as a Tool Call

Agentic RAG treats retrieval as a tool the model calls on demand, not a fixed first step. This walkthrough contrasts it with linear RAG, traces a multi-hop research agent, and names the control plane that keeps costs bounded.