Bonsai Blog

Add semantic search to Elasticsearch/OpenSearch with MistralAI embeddings.

Bring search capabilities to your NestJS app using Elasticsearch or OpenSearch.

Bonsai on Heroku supports the Heroku workflow – because that’s how we work too.

Learn best practices for creating a stable and performant search deployment.

Get started using Bonsai with Terraform!

Things AI should know about search. At least 50 of them. By Doug Turnbull.

Search is a perpetually frustrating feature. Even the standard search experience remains hard to build, hard to maintain, and hard to improve.

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…

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.

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…

Elasticsearch is a distributed, RESTful search and analytics engine that is used to query, index, and store JSON data. While Elasticsearch has ma…

Search has become a hot topic. ML-powered search is pointing the way toward significantly more powerful search engines. Meanwhile, AI-based chat …