Bonsai
Bonsai (bonsai.io) is a managed OpenSearch / Elasticsearch hosting provider. Their engineering blog publishes hands-on search tutorials, including early integrations of agentic search models against managed clusters.
Articles
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Agentic Search Models with OpenSearch and Elasticsearch — integrates SID-1 into a managed OpenSearch cluster as a drop-in relevance layer
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How to Really Design Search for a Database — Max Irwin; the universal 14-field schema for making any relational DB findable in one index
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Search Koans — Max Irwin; Zen-style kōans distilling 15 years of search engineering into the discipline’s recurring tensions
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Query Sampling for Relevancy Testing — Nick Zadrozny; stratified head/torso/tail query sampling for relevance evaluation
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How to Really Do Autocomplete — Max Irwin; generating suggestion vocabulary from document content (Part 1)
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How to Really Scale Autocomplete — Max Irwin; scaling autocomplete to 6M docs (Part 2)
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What is Elasticsearch and Why You Should Use It — Leo Schuster; intro explainer
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What is OpenSearch and Why You Should Use It — Leo Schuster; intro explainer
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What AI Engineers Should Know about Search — Doug Turnbull; republished on the Bonsai blog