Bogdan Gavrilovic

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.

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.

As we move from simple chatbots to autonomous Agentic Applications, the data requirements have shifted from static retrieval to dynamic interaction. Agents now need to read, write, and reason over data in real-time, blurring the lines between transactional (OLTP), real-time, and analytical (OLAP) workloads. In this session, we will demonstrate with a real application how Microsoft Fabric serves as the comprehensive "nervous system" for next-generation AI agents.

This demo-heavy session highlights the MSSQL extension for Visual Studio Code, now more robust with new AI-driven features to streamline SQL development. With GitHub Copilot, you can move faster from schema to code, generate data, explore relationships, and keep your app in sync. What’s new in connectivity for Python and other languages, enabling faster, more secure cross-platform development.

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.

Future applications will combine intuitive UI with powerful AI interactions, enabling AI agents to on our behalf for the best experience. At the heart of this transformation is AI Foundry. In this session, we’ll explore how to integrate AI Foundry with Azure SQL, from architecture deep dive through security considerations, to give you the best knowledge to bring your solutions to the next level.

Join us to learn how DBA role has evolved from on-premises SQL Server DBA to Azure SQL DBA and what does it mean to you. You will learn how existing on-premises DBA responsibilities map to new DBA role in Azure, what are the new shared responsibilities in Azure, and opportunities for skill development helping you become Azure SQL DBA superstar.

Discover how Azure PaaS offerings can help you improve the overall management of SaaS applications, virtualize your environment and improve the overall management of the solutions at scale.

Come and meet the Product team for Azure SQL Managed Instance. Discover & discuss the newest additions to the platform, get your questions answered and let us know what Azure SQL MI is missing to enable your business to achieve more.