Guide — Updated August 2026
What it takes to run RAG in production on Azure — retrieval quality, grounding, evaluation, and reliability.
RAG demos are easy; production RAG is hard. This guide covers what separates a demo from a reliable production system.
This guide covers production Azure RAG: retrieval quality (chunking, embeddings, hybrid + semantic + agentic retrieval), grounding and citations, hallucination mitigation, groundedness evaluation and CI gates, latency and cost trade-offs, permission-aware security, and choosing between classic RAG, agentic retrieval, and Foundry IQ.
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