From Words to Meaning: The Rise of Vector Search in Cosmos DB
Traditional search engines match words. Vector search matches meaning. Learn how Cosmos DB Vector Search brings semantic understanding directly into your database.
Traditional search engines match words. Vector search matches meaning. Learn how Cosmos DB Vector Search brings semantic understanding directly into your database.
In this comprehensive guide, we delve into the powerful capabilities of Azure Cosmos DB as a vector database and demonstrate how to leverage Azure AI Foundry’s large language models (LLMs) to generate vector embeddings for advanced text search and analysis. Discover step-by-step instructions on setting up vector search, integrating LLMs, and optimizing your database for high-performance similarity queries. Explore practical use cases, best practices, and tips for making the most of these cutting-edge technologies in your applications.
Cosmos DB is an increasingly popular no-sql database provided by Microsoft Azure. In this article I outline the things that make me love Cosmos DB.
Microsoft announced that Azure Cosmos DB is now also available as a free tier. So I set out to give it a spin to learn more about running Cosmos for free.
If you’ve followed me on Twitter or GitHub, you probably have noticed that I’m quite a fan of Azure Cosmos DB. Over that last couple of years that I’ve been building applications with Cosmos DB, Read more