AI agents for Qdrant

List collections

Lists the collections on the server, as result.collections (each with its name).

Get a collection

Returns one collection's details, as result: status, points_count, indexed_vectors_count, config.

Search points

Finds the points closest to a query, as result.points (closest first), each with id, score and, when asked, payload and vector.

Browse points

Pages through the points of a collection, optionally only those that match a payload filter (same form as Search points), as result.points (each with id, payload and, when asked, vector).

Get points by ID

Reads points by ID (whole numbers or UUIDs), as result: each with id, payload and, when asked, vector.

Count points

Counts the points in a collection, or those matching a payload filter (same form as Search points), as result.count.

Add or replace points

Writes up to 1,000 points and waits until they are applied, as result.status (completed).

Delete pointsDeletes data

Permanently deletes points, by ids or by a payload filter (same form as Search points; every match is deleted), and waits until it is applied.