Trieve

All-in-one open-source search, recommendations, and RAG with continuous improvement.

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An open-source platform that combines search, recommendations, and retrieval-augmented generation with built-in support for continuous improvement and self-hosted deployment. It targets developers, product teams, and AI engineers who want to add search, recommendation, and RAG capabilities without relying on costly proprietary search services, and is not intended for very small sites that only need basic search.

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Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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