[rao-v]

Anybody know of a good service / docker that will do BM25 + vector lookup without spinning up half a dozen microservices?

[cipherself]

Here's a Dockerfile that will spin up postgres with pgvector and paradedb https://gist.github.com/cipherself/5260fea1e2631e9630081fb7d...

You can use pgvector for the vector lookup and paradedb for bm25.

[porridgeraisin]

For BM25 + trigram, SQLite FTS5 works well.

[donkeyboy]

Elasticsearch / Opensearch is the industry standard for this

[abujazar]

Used to be, but they're very complicated to operate compared to more modern alternatives and have just gotten more and more bloated over the years. Also require a bunch of different applications for different parts of the stack in order to do the same basic stuff as e.g. Meilisearch, Manticore or Typesense.

[abujazar]

Meilisearch