The FASTEST Way to Add RAG to Azure AI Agents

Azure Innovation Station | Azure AI Agents · Intermediate ·🔍 RAG & Vector Search ·1mo ago
Join the Free Azure Community! https://azureinnovationstation.com/community If you're building Azure AI agents and want a fast, production-ready RAG solution, this is the simplest way to do it. In this 3-minute walkthrough, I show you how to use File Search in Microsoft Azure AI Foundry to upload documents and immediately enable retrieval-augmented generation (RAG) inside your agent — without managing your own vector database. Instead of: Building custom embedding pipelines Managing chunking logic Running a separate vector store Wiring up retrieval orchestration You can: Upload files directly Let Microsoft handle chunking + embeddings Use the fully managed vector store behind the scenes Start querying your documents through your agent immediately This is currently one of the fastest ways to implement RAG on Azure — especially for enterprise teams that need security, identity integration, and scalability built in. If you're a technology professional building AI agents on Azure and want a clean, managed, and production-friendly retrieval solution, this video shows you exactly how to set it up in minutes. ▬▬▬▬▬▬ C H A P T E R S ▬▬▬▬▬▬ 00:00:00 Intro 00:00:24 How to Create an Agent and add File Upload 00:01:51 See File Upload RAG in action ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬ If you want to learn more about Azure and Azure AI Agents check out these video Playlists below Microsoft Foundry Playlist - Learn how to build, deploy and manage AI Apps and Agents https://www.youtube.com/playlist?list=PLqMeAuMeQoz4COUqgjQMMXoC2H9_dGpwj Azure AI Search Playlist https://www.youtube.com/playlist?list=PLqMeAuMeQoz4Mi5uWIEaKh0iTEM77vYM2 Masterclass Playlist https://www.youtube.com/playlist?list=PLqMeAuMeQoz6iUncf8NWedyLTHBQmBszU Azure in 1 Minute - Quick overview videos on Azure Services in 1 minute https://youtube.com/playlist?list=PLqMeAuMeQoz7OB1inR_SyuxU9Kfk4T0ek&si=GXMHvwlRrN9LNJ2K Azure in 2-5 Minutes - Quick, Clear, Concise Azure Videos in 2-5 minutes https://youtube.c
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Chapters (3)

Intro
0:24 How to Create an Agent and add File Upload
1:51 See File Upload RAG in action
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