
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

The search renaissance is here (but the present is still medieval)
Search has become a hot topic. ML-powered search is pointing the way toward significantly more powerful search engines. Meanwhile, AI-based chat …
Mar 16, 2023
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4 Ways to Reduce Costs and Improve Performance with Elasticsearch
What can your team do to get better performance out of Elasticsearch, while at the same time reducing costs?
Dec 29, 2021
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Log4J Debrief: How Bonsai Handled the Zero-Day Vulnerability
Developers worldwide worked through the weekend to defend against the Log4J vulnerability.
Dec 17, 2021
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One Word to Help You Build a More Scalable Search Engine: Precomputation
The most efficient way to create anything complex is to begin with the first principles.
Dec 7, 2021
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5 Principles of Search
Want to find a needle in a haystack? Just drop the haystack into a search engine, type “needle” into the query box, and click Search.
Dec 6, 2021
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Want to build a powerful search engine? Start with the user experience
Just a few years ago, user experience in design was seen as an afterthought.
Nov 23, 2021
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Slow search engine? CPU is probably your biggest bottleneck
Your website visitors don’t have much patience for slow load speeds. Most users will leave if they type something into your search engine and hav…
Nov 19, 2021
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Comparison of Elasticsearch Ruby Gems
If you’ve ever wanted to supercharge your app’s search capabilities, there’s no better tool to use than Elasticsearch. Integrating Elasticsearch …
Aug 18, 2021
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Releasing a Major UI Rewrite
Last year we rolled out a new version of our product UI. It is the official fourth large-scale UI redesign we’ve rolled out with Bonsai.
Jul 27, 2021
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Announcing Okta Enterprise Availability
Bonsai has long supported single sign-on (SSO) using Google as an Identity Provider.
Jul 21, 2021
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Migrating from Elasticsearch to OpenSearch
This post is the third installment of our series on OpenSearch. In this post, we’re going to explore some different ways of migrating data from E…
Jul 12, 2021
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Up and Running with OpenSearch
This is the second post in our OpenSearch series. In this post, we’ll discuss how to set up an OpenSearch cluster on Bonsai, as well as on your l…
Jul 11, 2021
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