TLDR Tech / Product
The Retrieval Layer between Your Data and Your AI Outputs is a Product Decision
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.
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