THE RETRIEVAL LAYER BETWEEN YOUR DATA AND YOUR AI OUTPUTS IS A PRODUCT DECISION

Summary from the TLDR Product newsletter

The “retrieval layer” in RAG systems is the most consequential product decision because model outputs are bounded by what retrieval returns. Retrieval is broken into three phases: query shaping, find/filter, and assembling context for the model - which emphasizes validating retrieval to prevent silent, incomplete failures.