Implement Retrieval Augmented Generation (RAG) with Azure OpenAI models

Module
7 Units

Intermediate

AI Engineer

Developer

Solution Architect

Student

Azure OpenAI Service

Azure

Azure OpenAI on your data allows developers to implement RAG with supported AI chat models to reference specific sources of data to ground the response.

Learning objectives

By the end of this module, you'll be able to:

Describe the capabilities of Azure OpenAI on your data
Configure Azure OpenAI to use your own data
Use Azure OpenAI API to generate responses based on your own data

Prerequisites

Familiarity with Azure and the Azure portal.
An understanding of generative AI. You can learn more with Introduction to Azure OpenAI.
Before starting this module, we recommend you complete the previous modules in the Develop AI solutions with Azure OpenAI learning path.

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Introduction min
Understand Retrieval Augmented Generation (RAG) with Azure OpenAI min
Add your own data source min
Chat with your model using your own data min
Exercise - Add your data for RAG with Azure OpenAI min
Module assessment min
Summary min