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I'm with you there. It seems like an extension to existing DBs would be better. I would like something like this for a file based DB like sqlite.

sqlite-vss is an extension that adds vector search to SQLite: https://observablehq.com/@asg017/introducing-sqlite-vss

txtai combines SQLite and Faiss to enable vector search. It also does a lot more than that.