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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
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