Why the Retrieval Layer Is the Key Product Decision in RAG Systems
In Retrieval‑Augmented Generation (RAG) systems, the retrieval layer determines the ceiling of model outputs, making it the most consequential product decision. It comprises three phases—query shaping, find/filter, and ranking—each of which must be engineered carefully to deliver relevant, high‑quality results.