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Blog Post: Query Sampling for Relevancy Testing
When testing for relevancy, is it best to test against the most frequently asked queries, or to choose a subset of queries that may not include those that are most frequently asked?
Jan 28, 2025
Adding Semantic Search to Elasticsearch/OpenSearch with MistralAI Embeddings
Add semantic search to Elasticsearch/OpenSearch with MistralAI embeddings.
Dec 5, 2024
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Supercharge Your NestJS App with Hosted Search
Bring search capabilities to your NestJS app using Elasticsearch or OpenSearch.
Sep 16, 2024
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Heroku and Bonsai, a Winning Search Combination
Bonsai on Heroku supports the Heroku workflow – because that’s how we work too.
Sep 15, 2024
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Search 101: Event Queue, Streaming and Buffering Best Practices
Learn best practices for creating a stable and performant search deployment.
Aug 15, 2024
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Introducing Bonsai's Terraform Provider for Elasticsearch and OpenSearch
Get started using Bonsai with Terraform!
Aug 7, 2024
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What AI Engineers Should Know About Search
Things AI should know about search. At least 50 of them. By Doug Turnbull.
Jun 25, 2024
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Why improving search feels impossible and how a new architecture can get you unstuck
Search is a perpetually frustrating feature. Even the standard search experience remains hard to build, hard to maintain, and hard to improve.
May 11, 2023
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Small Dataset, Big Results: Upgrading Search with Limited Content
Even if you have a small dataset to search, there’s always more to do than return an alphabetically sorted list. Search is a user experience puzz…
Apr 12, 2023
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What is OpenSearch? And why you should use it
OpenSearch is a community-driven, open-source search and analytics suite derived from Apache 2.0 licensed Elasticsearch 7.10.2 & Kibana 7.10.2.
Apr 11, 2023
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How to Reduce the Number of Shards in Elasticsearch: A Shard Shrinking Guide
It’s a very common intuition that more scale must mean more shards. And the ease of creating more indices and more shards means that many use cas…
Mar 20, 2023
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What is Elasticsearch? And why you should use it
Elasticsearch is a distributed, RESTful search and analytics engine that is used to query, index, and store JSON data. While Elasticsearch has ma…
Mar 19, 2023
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