3 articles

Retrieval-Augmented Generation lives or dies on query quality. Most teams get the retrieval wrong, not the generation.

Simple RAG retrieves once and answers. Agentic RAG lets the model decide what to retrieve, when, and how many times — here's how it works and when to use it.