Qdrant Integration

Find the most similar points to a query vector (similarity search).

6 fields

Insert or overwrite points in a collection.

2 fields

Retrieve points by their IDs.

4 fields

Delete points by ID or by filter.

3 fields

Scroll through all points in a collection with optional filter and cursor-based pagination.

7 fields

Count points in a collection, with optional filter.

3 fields

Find points similar to positive examples and dissimilar from negative examples.

9 fields

Upload a document file, chunk + embed it, and upsert the points.

5 fields

Get detailed info and stats for a single collection.

1 field

Create a new collection.

3 fields

Update collection parameters (optimizers, HNSW, quantization).

3 fields

Delete a collection and all its points permanently.

1 field

Set (merge) payload fields on points selected by IDs or filter.

4 fields

Delete specific payload keys from points.

4 fields

Remove all payload from points selected by IDs or filter.

3 fields

Create a payload field index to speed up filtered searches.

3 fields

Delete a payload field index.

2 fields