Qdrant | Documentation

The Qdrant component is a data component that allows users to build and search vector datasets. It can carry out the following tasks:

#Release Stage

Alpha

The component configuration is defined and maintained here.

Field	Field ID	Type	Note
API Key (required)	`api-key`	string	Fill in your Qdrant API key. Please refer to clusters in Qdrant data access control
Qdrant URL Endpoint (required)	`url`	string	Fill in your Qdrant URL endpoint. Please refer to clusters in Qdrant cluster details

Perform a vector search on a collection

Input	ID	Type	Description
Task ID (required)	`task`	string	`TASK_VECTOR_SEARCH`
Collection Name (required)	`collection-name`	string	The name of the collection to perform vector similarity search on
Vector (required)	`vector`	array[number]	An array of dimensions for the vector query.
Limit (required)	`limit`	integer	The limit of points, empty for all points
Payloads	`payloads`	array[string]	The payloads to return in the points. If empty then all payloads will be returned
Filter	`filter`	object	The properties filter to be applied to the data with Qdrant filter, please refer to https://api.qdrant.tech/api-reference/search/points filter section
Params	`params`	object	The additional parameters to be passed to the search, please refer to https://api.qdrant.tech/api-reference/search/points params section
Min Score	`min-score`	number	The minimum score of the points to be returned

Output	ID	Type	Description
Result	`result`	object	Result of the vector search operation
Status	`status`	string	Vector search status

Insert multiple vector points into a collection

Input	ID	Type	Description
Task ID (required)	`task`	string	`TASK_BATCH_UPSERT`
Collection Name (required)	`collection-name`	string	The name of the collection to upsert the point into
Array ID (required)	`array-id`	array[string]	The array of id
Array Metadata	`array-metadata`	array[object]	The array of vector metadata payload
Array Vector (required)	`array-vector`	array[array]	The array of vector values
Ordering	`ordering`	string	The ordering guarantees of the batch upsert

Output	ID	Type	Description
Status	`status`	string	Batch upsert status

Upsert a vector point into a collection

Input	ID	Type	Description
Task ID (required)	`task`	string	`TASK_UPSERT`
Collection Name (required)	`collection-name`	string	The name of the collection to upsert the point into
ID (required)	`id`	string	The ID of the point
Metadata	`metadata`	object	The vector metadata payload
Vector (required)	`vector`	array[number]	An array of dimensions for the vector value
Ordering	`ordering`	string	The ordering guarantees of the batch upsert

Output	ID	Type	Description
Status	`status`	string	Upsert status

Delete vector points from a collection

Input	ID	Type	Description
Task ID (required)	`task`	string	`TASK_DELETE`
Collection Name (required)	`collection-name`	string	The name of the collection to delete the object from
ID	`id`	string	The ID of the point
Filter	`filter`	object	The properties filter to be applied to the data with Qdrant filter, please refer to https://api.qdrant.tech/api-reference/points/delete-points filter section
Ordering	`ordering`	string	The ordering guarantees of the batch upsert

Output	ID	Type	Description
Status	`status`	string	Delete status

Create a collection

Input	ID	Type	Description
Task ID (required)	`task`	string	`TASK_CREATE_COLLECTION`
Collection Name (required)	`collection-name`	string	The name of the collection to create
Config (required)	`config`	object	The configuration of the collection. Please refer to https://api.qdrant.tech/api-reference/collections/create-collection

Output	ID	Type	Description
Status	`status`	string	Create collection status

Delete a collection

Input	ID	Type	Description
Task ID (required)	`task`	string	`TASK_DELETE_COLLECTION`
Collection Name (required)	`collection-name`	string	The name of the collection to delete

Output	ID	Type	Description
Status	`status`	string	Delete collection status