Qdrant

Vector database: store embeddings, run similarity searches, and manage collections

Qdrant API referenceAPI checked August 16, 2026

Signs in with: API token
Runs on: Cloud or On-Prem Worker
Operations: 77
Ready-made triggers: 0

Connect Qdrant

In Neblex open Connect › Connections and click New Connection.
Search for Qdrant and give the connection a clear name.
Fill in the fields. Secret values are encrypted and never shown again.
Click Test, then Create Connection.

If the system is only reachable inside your network, choose an On-Prem Worker under Test from and run the flow on that Worker. See On-Prem Workers.

Field	What to enter
Host (your Qdrant URL host)Required
API keyRequiredSecret

Use it in a flow

Open a flow, open the node library and search for Qdrant.
Drag it onto the canvas and choose an Operation and your connection.
Map the operation's fields from earlier steps, or click Map with Matt.
Use Test this step to see what it returns, then save.

To start a flow from Qdrant without a ready-made trigger: a Poll for changes trigger on Qdrant with your own query passes on new or changed records.

Operations

77 operations in 10 groups. Each one is a step you can add to a flow.

Aliase3

List aliases for collection`get_collection_aliases`	GET	Get list of all aliases for a collection
List collections aliases`get_collections_aliases`	GET	Get list of all existing collections aliases
Update aliases of the collections`update_aliases`	POST

Beta2

Clear issues`clear_issues`	DELETE	Removes all issues reported so far
Get issues`get_issues`	GET	Get a report of performance issues and configuration suggestions

Collection9

Check the existence of a collection`collection_exists`	GET	Returns "true" if the given collection name exists, and "false" otherwise
Collection info`get_collection`	GET	Get detailed information about specified existing collection
Create collection`create_collection`	PUT	Create new collection with given parameters
Create named vector`create_vector_name`	PUT	Create a new named vector on an existing collection
Delete collection`delete_collection`	DELETE	Drop collection and all associated data
Delete named vector`delete_vector_name`	DELETE	Delete a named vector from a collection
Get optimization progress`get_optimizations`	GET	Get progress of ongoing and completed optimizations for a collection
List collections`get_collections`	GET	Get list name of all existing collections
Update collection parameters`update_collection`	PATCH	Update parameters of the existing collection

Distributed9

Collect cluster telemetry data`cluster_telemetry`	GET	Get telemetry data, from the point of view of the cluster.
Collection cluster info`collection_cluster_info`	GET	Get cluster information for a collection
Create shard key`create_shard_key`	PUT
Delete shard key`delete_shard_key`	POST
Get cluster status info`cluster_status`	GET	Get information about the current state and composition of the cluster
List shard keys`list_shard_keys`	GET
Remove peer from the cluster`remove_peer`	DELETE	Tries to remove peer from the cluster.
Tries to recover current peer Raft state.`recover_current_peer`	POST
Update collection cluster setup`update_collection_cluster`	POST

Index2

Create index for field in collection`create_field_index`	PUT	Create index for field in collection
Delete index for field in collection`delete_field_index`	DELETE	Delete field index for collection

Point14

Batch update points`batch_update`	POST	Apply a series of update operations for points, vectors and payloads
Clear payload`clear_payload`	POST	Remove all payload for specified points
Count points`count_points`	POST	Count points which matches given filtering condition
Delete payload`delete_payload`	POST	Delete specified key payload for points
Delete points`delete_points`	POST	Delete points
Delete vectors`delete_vectors`	POST	Delete named vectors from the given points.
Facet a payload key with a given filter.`facet`	POST	Count points that satisfy the given filter for each unique value of a payload key.
Get point`get_point`	GET	Retrieve full information of single point by id
Get points`get_points`	POST	Retrieve multiple points by specified IDs
Overwrite payload`overwrite_payload`	PUT	Replace full payload of points with new one
Scroll points`scroll_points`	POST	Scroll request - paginate over all points which matches given filtering condition
Set payload`set_payload`	POST	Set payload values for points
Update vectors`update_vectors`	PUT	Update specified named vectors on points, keep unspecified vectors intact.
Upsert points`upsert_points`	PUT	Perform insert + updates on points.

Quotas2

Get global quotas`get_quotas`	GET	Get the cluster-wide node resource quota configuration
Set global quotas`update_quotas`	PUT	Set the cluster-wide node resource quota configuration

Search13

Discover batch points`discover_batch_points`	POST	Look for points based on target and/or positive and negative example pairs, in batch.
Discover points`discover_points`	POST	Use context and a target to find the most similar points to the target, constrained by the context.
Query points`query_points`	POST	Universally query points.
Query points in batch`query_batch_points`	POST	Universally query points in batch.
Query points, grouped by a given payload field`query_points_groups`	POST	Universally query points, grouped by a given payload field
Recommend batch points`recommend_batch_points`	POST	Look for the points which are closer to stored positive examples and at the same time further to negative examples.
Recommend point groups`recommend_point_groups`	POST	Look for the points which are closer to stored positive examples and at the same time further to negative examples, grouped by a given payload field.
Recommend points`recommend_points`	POST	Look for the points which are closer to stored positive examples and at the same time further to negative examples.
Search batch points`search_batch_points`	POST	Retrieve by batch the closest points based on vector similarity and given filtering conditions
Search point groups`search_point_groups`	POST	Retrieve closest points based on vector similarity and given filtering conditions, grouped by a given payload field
Search points`search_points`	POST	Retrieve closest points based on vector similarity and given filtering conditions
Search points matrix distance offsets`search_matrix_offsets`	POST	Compute distance matrix for sampled points with an offset based output format
Search points matrix distance pairs`search_matrix_pairs`	POST	Compute distance matrix for sampled points with a pair based output format

Service6

Collect Prometheus metrics data`metrics`	GET	Collect metrics data including app info, collections info, cluster info and statistics
Collect telemetry data`telemetry`	GET	Collect telemetry data including app info, system info, collections info, cluster info, configs and statistics
Kubernetes healthz endpoint`healthz`	GET
Kubernetes livez endpoint`livez`	GET
Kubernetes readyz endpoint`readyz`	GET
Returns information about the running Qdrant instance`root`	GET	Returns information about the running Qdrant instance like version and commit id

Snapshot17

Create collection snapshot`create_snapshot`	POST	Create new snapshot for a collection
Create shard snapshot`create_shard_snapshot`	POST	Create new snapshot of a shard for a collection
Create storage snapshot`create_full_snapshot`	POST	Create new snapshot of the whole storage
Delete collection snapshot`delete_snapshot`	DELETE	Delete snapshot for a collection
Delete shard snapshot`delete_shard_snapshot`	DELETE	Delete snapshot of a shard for a collection
Delete storage snapshot`delete_full_snapshot`	DELETE	Delete snapshot of the whole storage
Download collection snapshot`get_shard_snapshot`	GET	Download specified snapshot of a shard from a collection as a file
Download collection snapshot`get_snapshot`	GET	Download specified snapshot from a collection as a file
Download shard snapshot`stream_shard_snapshot`	GET	Stream the current state of a shard as a snapshot file
Download storage snapshot`get_full_snapshot`	GET	Download specified snapshot of the whole storage as a file
List collection snapshots`list_snapshots`	GET	Get list of snapshots for a collection
List of storage snapshots`list_full_snapshots`	GET	Get list of snapshots of the whole storage
List shards snapshots for a collection`list_shard_snapshots`	GET	Get list of snapshots for a shard of a collection
Recover from a snapshot`recover_from_snapshot`	PUT	Recover local collection data from a snapshot.
Recover from a snapshot`recover_shard_from_snapshot`	PUT	Recover shard of a local collection data from a snapshot.
Recover from an uploaded snapshot`recover_from_uploaded_snapshot`	POST	Recover local collection data from an uploaded snapshot.
Recover shard from an uploaded snapshot`recover_shard_from_uploaded_snapshot`	POST	Recover shard of a local collection from an uploaded snapshot.