Manage data

Collections, points, and payload filters.

Create a collection with a vector size and a distance. Points carry an id, a vector, and a JSON payload.

db.open_collection("notes", size=768, distance="cosine")
db.put_points("notes", points=[{
    "id": "n-1",
    "vector": embedding,
    "payload": {"tenant": "acme", "source": "wiki"},
}])

Filter on tenant before you trust a result. The Web UI shows the same payload the API returns.