#6 · Primary category: Knowledge Base & RAG

meilisearch

ai api app-search database enterprise-search faceting full-text-search fuzzy-search geosearch hybrid-search instantsearch search search-as-you-type search-engine semantic-search site-search typo-tolerance vector-database vector-search vectors

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

Project last updated:08/27/26

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Why we included this project

Most teams don't need a full search cluster to make their product searchable, and Meilisearch is the middle ground that works. It runs as a single self-hosted binary with a clean REST API, so you can hook it into a site search box, an app's instant-search bar, or an internal document index in an afternoon. Hybrid search adds semantic and vector retrieval on top of classic keyword matching, which helps when you want exact term hits and meaning-based results from the same engine. Faceting, geosearch, search-as-you-type, and multi-tenant security are included out of the box, so product teams can ship a search experience that feels finished without building and tuning their own ranking pipeline.

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