[sharemywin]

it's annoying to me that there's not a doc store with vectors. seems like the vector dbs just store the vectors I think.

[simonw]

Elasticsearch and MongoDB Atlas and PostgreSQL and SQLite all have vector indexes these days.

[KaoruAoiShiho]

> MongoDB Atlas

It took a while but eventually opensource dies.

[CuriouslyC]

My search service Lens returns exact spans from search, while having the best performance both in terms of latency and precision/recall within a budget. I'm just working on release cleanup and final benchmark validation so hopefully I can get it in your hands soon.

[storus]

Pinecone allows 40k of metadata with each vector which is often enough.

[whakim]

Elasticsearch and Vespa both fit the bill for this, if your scale grows beyond the purpose-built vector stores.

[jeffchuber]

chroma stores both

[nkozyra]

As does Azure's AI search.

[intalentive]

I just use sqlite