Oh man, working with PgVector to set up a semantic search in Postgres is something that looks easy at first, but takes many weeks. Especially once you try to introduce an HNSW index and combine it with other filters, it's a whole rabbit hole of challenges.
So I can see how this can be useful, especially with a Reranker model on top, which I didn't see being offered by other vector search providers.
I would try it out, but think about offering various self-querying features, for instance, a combination of keyword search with vector search.
exactly_dm
Looks like this could save days of dev time, and remove barriers to use vector search. What types of data does it work with? Text, images, perhaps even audio?
So I can see how this can be useful, especially with a Reranker model on top, which I didn't see being offered by other vector search providers.
I would try it out, but think about offering various self-querying features, for instance, a combination of keyword search with vector search.