There are none that run on the edge, yet. Few more miles to go before we "peak".
https://github.com/pgvector/pgvector/issues/409#issuecomment...
But if Postgres wins we all win!
The closest I can see is the VSS extension[1] for Sqlite.
Context: I'm working on an e2ee alternative to Google Photos[1] where we have to cluster embeddings (for face recognition) and run similarity searches (for semantic search[2]) on device.
[1]: https://ente.io