How to Build an AI-Powered T-SQL Assistant with Python & SQL Server


 

If you’re a SQL Server DBA or developer looking to harness AI for your everyday scripting workflows, this article will walk you through building an AI-powered T-SQL assistant using Python and SQL Server.

We’ll cover how to index your scripts with embeddings, store and search them semantically in SQL, and then build a chat-style interface that delivers context-aware script recommendations.

Whether you’re already familiar with AI or just starting out, this walkthrough shows how to apply cutting-edge features in a practical, real-world DBA scenario.

To Start: A Bit of Background

A very strong memory I have is of my father