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Blog
Category: OpenSearch
Blog
Five years of OpenSearch: What we've learned building on the open source future of search
Five years ago, the search and analytics landscape shifted in a way that felt, at the time, like a crisis. In January&hellip...
Blog
Beyond keyword search: A guide to AI-powered search in OpenSearch
When building real-world search experiences such as e-commerce catalogs, enterprise search, and documentation portals, you quickly...
Blog
OpenSearch 3.7: Faster vectors and smarter hybrid search
OpenSearch 3.7 released to GA on June 10, 2026, and with it comes a lot of improvements that directly affect AI practitioners&...
Blog
Instaclustr product update: June 2026
Here’s a roundup of the latest features and updates that we’ve recently released. If you have any particular feature requests or ...
Blog
Optimizing AI Search in OpenSearch: A practical guide
Classic lexical search matches tokens: if the user does not use the same words as the document, relevance suffers. Semantic search...
Blog
How to create a hybrid search pipeline in OpenSearch
®
Hybrid search in OpenSearch is a retrieval method that combines multiple search techniques, such as keyword matching and semantic ...
Blog
Understanding OpenSearch
®
vector field type—Part 2: sparse_vector
Overview: Beyond semantic search In part 1, we explored how knn_vector field type enables semantic search by retrieving results ...
Blog
Understanding OpenSearch
®
knn_vector: A Developer's Guide to Semantic Search
What Is knn_vector in OpenSearch? knn_vector is OpenSearch's dedicated field type for storing dense vector embeddings and ...
Blog
OpenSearch version 3.6 release—smart agents and fast search
OpenSearch 3.6 is a major release that advances machine learning, vector search, neural search, and application performance ...