MEAPSA

Implement Retrieval Augmented Generation (RAG) with Azure OpenAI Service

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.

AI Engineer

Developer

Solution Architect

Student

Azure

Azure Openai

Module 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

Units

Introduction min
Understand Retrieval Augmented Generation (RAG) with Azure OpenAI Service 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 Service min
Knowledge check min
Summary min

Prerequisites

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