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RAGLLMAIProductionEngineeringEvaluation

Production RAG Implementation: How I Build Retrieval Systems at Million-Document Scale

Most RAG demos fall apart past a few thousand documents. Here's what I actually build for clients — a hybrid retrieval architecture proven past a million documents, with the production practices that keep it fast and reliable.

August 8, 2026
9 min read