Showing results for Vector database - Azure Cosmos DB Blog

May 19, 2025
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New Generally Available and Preview Search Capabilities in Azure Cosmos DB for NoSQL

James Codella
James Codella

At Microsoft Build 2025, we're excited to announce general availability of search capabilities for Azure Cosmos DB, including full-text and hybrid search, enabling developers to build highly performant, scalable, and intelligent applications. We're also introducing new preview enhancements such as multi-language support and fuzzy search, further en...

Azure Cosmos DB for NoSQLAIQuery
May 7, 2025
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Azure Cosmos DB with DiskANN Part 4: Stable Vector Search Recall with Streaming Data

James Codella Revti Raman Singh Nitish Upreti
James,
Revti,
Nitish

Vector search with Azure Cosmos DB  In Part 1 and Part 2 of this series, we explored vector search with Azure Cosmos DB and best practices for scaling it to 1 billion vector datasets while maintaining low query latency. In Part 3, we saw how we can create efficient sharded DiskANN indices for multi-tenant apps.  In Part 4, we’ll look at the eff...

Azure Cosmos DB for NoSQLAI
Apr 21, 2025
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Azure Cosmos DB with DiskANN Part 2: Scaling to 1 Billion Vectors with <100ms Search Latency

James Codella Haiyang Xu Harsha Simhadri
James,
Haiyang,
Harsha

Introduction In the first part of our series on Azure Cosmos DB Vector Search with DiskANN, we explored the fundamentals of vector indexing and search capabilities using Azure Cosmos DB for NoSQL and demonstrated a few early performance and cost characteristics. In Part 2, we’ll demonstrate how to scale to 1 billion vector datasets, while maintain...

AIAzure Cosmos DB for NoSQL
Nov 19, 2024
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Azure Cosmos DB Shines at Microsoft Ignite 2024!

Michal Toiba
Michal Toiba

Microsoft Ignite 2024 took over the Windy City this week, bringing with it new technological innovation and exciting product announcements aplenty! If you missed the first day of the show, don't worry – we’ve got you covered with all the latest and greatest Azure Cosmos DB news. This year's event saw great enthusiasm and attendance at McCorm...

AnnouncementsNews
Nov 19, 2024
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New Vector Search, Full Text Search, and Hybrid Search Features in Azure Cosmos DB for NoSQL

James Codella
James Codella

We’re excited to announce several new features and advancements for search and retrieval functionalities in Azure Cosmos DB for NoSQL including: These features open the door to building new search and AI scenarios on Azure Cosmos DB, particularly benefiting Retrieval-Augmented Generation (RAG) and multi-agent AI applications by...

AIAzure Cosmos DB for NoSQL
Oct 9, 2024
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Meet the Winners | Microsoft Developers Azure AI & Azure Cosmos DB Learning Hackathon

Ricky Diep
Ricky Diep

Azure Cosmos DB powers some of the world’s most popular intelligent apps like ChatGPT. In a recent hackathon, Over 9,500 developers engaged with Azure Cosmos DB and Azure AI services, making it one of the most popular on Devpost, ranking in the top 0.2% of all Devpost hackathons.  Participants explored AI fundamentals and built their own AI appl...

AnnouncementsAzure Cosmos DB for MongoDBNews
Oct 8, 2024
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Microsoft DiskANN in Azure Cosmos DB Whitepaper

James Codella
James Codella

We are excited to publish a new whitepaper titled, Microsoft DiskANN in Azure Cosmos DB, where we examine the impressive capabilities of Microsoft DiskANN, a state-of-the-art indexing system designed for accurate and cost-efficient vector search at any scale. We start off with a review of key vector search and database concepts, then follow by d...

Azure Cosmos DB for NoSQL
Oct 2, 2024
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Discover the New Azure Cosmos DB Samples Gallery!

Mark Brown
Mark Brown

We are thrilled to introduce the Azure Cosmos DB Samples Gallery —your ultimate destination for top-tier Azure Cosmos DB samples, technical guidance, and content created by both Microsoft and the community, including Azure OpenAI samples.   Who is it for? Designed for developers and technical professionals, this gallery is an invaluable ...

AnnouncementsAzure Cosmos DB for NoSQLAzure Cosmos DB for MongoDB
Sep 12, 2024
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DiskANN for Azure Cosmos DB Now in Open Public Preview!

James Codella
James Codella

We’re excited to announce that the DiskANN vector index is now in open public preview in Azure Cosmos DB for NoSQL! This means that anyone who enrolls an Azure Cosmos DB for NoSQL resource in the Vector Search Public Preview now automatically gets access to the most powerful and scalable vector index on the planet. What is DiskANN? ...

Azure Cosmos DB for NoSQLAI
Sep 5, 2024
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Azure Cosmos DB Vector Search with DiskANN Part 1: Full Space Search

Nitish Upreti James Codella Harsha Simhadri
Nitish,
James,
Harsha

Vector Search with Azure Cosmos DB Azure Cosmos DB NoSQL features advanced vector indexing and search capabilities powered by DiskANN, a suite of highly scalable, accurate, and cost-effective approximate nearest neighbor (ANN) algorithms for low-latency vector search at any scale. Azure Cosmos DB features key capabilities important for building...

Azure Cosmos DB for NoSQLAI