RAG on Azure, step by step: how the pieces fit
A practical map of retrieval-augmented generation on Azure. Which service does each job, in the order your data flows, and the mistake each stage invites.
6 min read
Guides
Building production AI on Azure
Practical guides to RAG, search, and Azure's AI services. Each one comes from a system built and run on live Azure, with real code and real output.
Hybrid search in Azure AI Search: keyword and vector in one query
Why RAG needs both keyword and vector search, how Azure AI Search merges them with Reciprocal Rank Fusion, and real results showing where each one wins.
4 min read
Azure OpenAI without API keys: keyless sign-in from Python
Call Azure OpenAI with Microsoft Entra ID instead of an API key. The one role to assign, the Python code, and the errors you'll hit on the way.
4 min read