Database Development

DPT10 Empowering AI Applications with Vector Search in SQL Server and Azure Cosmos DB

11/19/2024

4:15pm - 5:30pm

Level: Intermediate

Leonard Lobel

MVP

CTO

Sleek Technologies, Inc.

Enabling AI applications over your database has never been easier! With vector search, you can integrate your domain data with Azure OpenAI, and effortlessly deliver a rich AI experience to your users. We’ll start by covering the basics of Retrieval Augmented Generation (RAG), text embeddings, vector indexing, and vector search. These fundamentals set the stage for live demos showing how you can easily leverage the power of AI right over your transactional database, whether you’re on SQL Server, Azure SQL Database, Azure Cosmos DB for NoSQL, or Azure Cosmos DB for MongoDB vCore. You’ll learn how to store and index vectors from Azure OpenAI, run blazing fast similarity searches, and seamlessly deliver natural language responses to natural language questions about your most up-to-date data. Attend this session to accelerate your AI readiness for the future.

You will learn:

  • Get familiar with retrieval augmented generation, vector indexing, vector search, and other foundational AI concepts
  • See how to integrate your database with Azure OpenAI to deliver a rich AI experience
  • Watch live demos that showcase these capabilities using SQL Server, Azure SQL Database, and Azure Cosmos DB