Launches · Search engines & vector databases

New search & vector databases launched in 2026

Site search engines and vector databases for retrieval. Launched by their makers on RankRoot, newest first. Featured launches are paid placements.

Local AI search for Mac to find files by their contents

An embedded agentic database written in Rust with vector search.

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Established players: Search engines & vector databases AI visibility leaderboard · which search & vector databases AI recommends

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