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.
I’ve been a bit lazy with blogging for half a year or so. Maybe the start of a new year could be the trigger for me to get back into a bit regular blogging again. Read more
Wouldn’t like to live the year 2020 again. Still, there was a good amount of positive highlights that I’m looking forward to following up on.
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.