Exercise: Implement a RAG solution

Completed

In this exercise, you implement a complete Retrieval Augmented Generation (RAG) solution using Azure SQL Database. You retrieve relevant data from your database, format it as JSON context, construct an augmented prompt, call a Large Language Model (LLM) endpoint, and extract the response.

Note

To complete this exercise, you need an Azure subscription and be approved for Azure OpenAI access. If you need Azure OpenAI access, apply at the Azure OpenAI limited access page.

Launch the exercise and follow the instructions.

Diagram of button to launch exercise.