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Azure RAG from Scratch: Terraform Tames the Chaos of Production Scale

Demos dazzle, but production RAG on Azure demands grit. This guide cuts through the Terraform quotas and CORS bugs to deliver a battle-tested path.

Marcus Rivera 📅 Mar 23, 2026 ⏱️ 4 min read 👁️ 8 views

⚡ Key Takeaways

Azure's hybrid search trumps rivals for enterprise exact-match needs, slashing relevance tweaks.
Terraform bridges dev-prod gap, but quota battles demand early support tickets.
Chunking tuning yields 25% better accuracy—data over defaults.

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Tech journalist covering AI business and enterprise adoption. 10 years in B2B media.

#Azure AI Search #RAG Azure #Terraform RAG #production RAG

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Originally reported by Towards AI