Azure RAG AI Chat Application Architecture

Retrieval-Augmented Generation (RAG) chat application on Azure using Front Door for ingress, App Service for the chat UI, Azure Functions for orchestration, Azure AI Search for vector retrieval, Cosmos DB for conversation history, and Azure OpenAI for LLM inference. Secured with Entra ID and monitor…

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About This Architecture

Retrieval-Augmented Generation (RAG) chat application on Azure using Front Door for ingress, App Service for the chat UI, Azure Functions for orchestration, Azure AI Search for vector retrieval, Cosmos DB for conversation history, and Azure OpenAI for LLM inference. Secured with Entra ID and monitored via Application Insights. Fork this diagram on Diagrams.so to customize the retrieval strategy or add document processing pipelines for your AI workload. Source: https://learn.microsoft.com/en-us/azure/architecture/

Azure RAG AI Chat Application Architecture

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Created by

March 14, 2026

Updated

March 14, 2026 at 7:54 PM

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architecture

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