#chunking

A long retrieval-engineering bench with monitor arms turned obliquely over an ingestion rack, a fader-lit weighting console and a bench-top test rig, one screen caught mid-refresh

Building Production RAG: An Advanced Technical Guide

A production retrieval system is not one architecture but six coupled engineering decisions — chunking, hybrid weighting, reranking, access control, index freshness, and what gets watched once it is live.

By Brecht Corbeel · August 11, 2026 · 18 min read

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