@theoven/vector-qdrant

Qdrant as a vector store for Oven.

A store for @theoven/vector, so everything on ctx.vector works unchanged — and score stays cosine similarity, where higher is more similar.

bun add @theoven/vector @theoven/vector-qdrant

import { vector } from '@theoven/vector'
import { qdrantVector } from '@theoven/vector-qdrant'

app.use(vector(qdrantVector({ url: env.string('QDRANT_URL'), dimensions: 1536 })))

dimensions is required because Qdrant fixes the vector size when the collection is created — unlike the embedded store, which learns it from the first write.

A namespace is a Qdrant collection, created on demand. Arbitrary string ids are mapped to deterministic uuids, because Qdrant accepts only uuids and unsigned integers as point ids.

Documentation

https://theoven.app/docs/bricks/vector/

License

MIT