Database Development

DPT10 Empowering AI Applications with Vector Search in Azure Cosmos DB


4:15pm - 5:30pm

Level: Intermediate

Leonard Lobel



Sleek Technologies, Inc.

Enabling your database for AI applications has never been easier. With the native vector support in Azure Cosmos DB, you can effortlessly deliver rich AI experiences to your users. We’ll start by covering the basics of vector embeddings, vector indexing, vector search, and Retrieval Augmented Generation (RAG). These fundamentals set the stage for live demos showing how you can leverage the power of AI right inside your transactional database. You’ll see how Azure Cosmos DB can store and index vector embeddings from Azure OpenAI right alongside your transactional data, run blazing fast vector searches, and deliver natural language responses to natural language questions about your data. Attend this session to accelerate your AI readiness for the future!

You will learn:

  • AI fundamentals around vector embeddings, vector indexing, and Retrieval Augmented Generation (RAG)
  • Discover the native vector search capabilities in Azure Cosmos DB for enabling AI applications
  • See how to integrate Azure Cosmos DB with Azure OpenAI for a single AI solution