Zlatko Knezevic

Discover the most developer-focused SQL Server release in a decade! Explore new capabilities like JSON and Vector data types, advanced functions and indexing, Change Event Streams, improvement to query optimizer, plus powerful string functions like regular expression and string similarity search. Better integrate compute with data for improved efficiency and scalability of your solutions.

Managing SQL performance across your environments can be complex, but it doesn’t have to be. Introducing a fully managed performance monitoring solution that provides near real-time data, scales effortlessly, and delivers actionable insights for all workloads on Azure SQL and SQL Server. You’ll see just how fast and easy it is to monitor SQL performance, without any operational overhead.

Unlock the power of your own data by combining Microsoft SQL (SQL Server 2025, Azure SQL, or SQL Database in Microsoft Fabric) with cutting-edge AI techniques. In this workshop, you’ll learn about embeddings and vector search and why they matter for modern AI applications. We’ll guide you through generating embeddings using similarity search to retrieve the most relevant data. We’ll implement the Retrieval-Augmented Generation (RAG) pattern by calling a Chat model, then explore its limitations. Evolve into Agentic RAG and create an orchestrator to intelligently choose between running semantic search or writing a SQL query to answer complex requests. Learn to secure data access so that only authorized information is available to AI agents using Row-Level Security By the end, you’ll have built an end-to-end solution that combines SQL’s reliability with AI’s intelligence and be well prepared for SQL AI Developer certification exam.