Qdrant

Use Qdrant in Sim to upsert points, search for similar vectors with optional payload filters, and fetch points by ID. Points contain vectors and associated payload data; fetch and search options control which fields are returned.

Use the block

Upsert, search, and fetch points.

Actions

Qdrant Upsert Points

Insert or update points in a Qdrant collection

Input

Parameter	Type	Required	Description
`url`	string	Yes	Qdrant instance URL (e.g., https://your-cluster.qdrant.io)
`apiKey`	string	No	Qdrant API key for authentication
`collection`	string	Yes	Collection name for upsert (e.g., "my_collection")
`points`	array	Yes	Array of points to upsert

Output

Parameter	Type	Description
`status`	string	Operation status (ok, error)
`data`	object	Result data from the upsert operation
↳ `operation_id`	number	Operation ID for async tracking
↳ `status`	string	Operation status (acknowledged, completed)

Qdrant Search Vector

Search for similar vectors in a Qdrant collection

Input

Parameter	Type	Required	Description
`url`	string	Yes	Qdrant instance URL (e.g., https://your-cluster.qdrant.io)
`apiKey`	string	No	Qdrant API key for authentication
`collection`	string	Yes	Collection name to search (e.g., "my_collection")
`vector`	array	Yes	Query vector for similarity search (e.g., [0.1, 0.2, 0.3, ...])
`limit`	number	No	Maximum number of results to return (e.g., 10)
`filter`	object	No	Qdrant filter object (e.g., {"must": [{"key": "field", "match": {"value": "val"}}]})
`search_return_data`	string	No	Data to return from search
`with_payload`	boolean	No	Include payload in response
`with_vector`	boolean	No	Include vector in response

Output

Parameter	Type	Description
`status`	string	Operation status (ok, error)
`data`	array	Vector search results with ID, score, payload, and optional vector data
↳ `id`	string	Point ID (integer or UUID string)
↳ `version`	number	Point version number
↳ `score`	number	Similarity score
↳ `payload`	json	Point payload data (key-value pairs)
↳ `vector`	json	Point vector(s) - single array or named vectors object
↳ `shard_key`	string	Shard key for routing
↳ `order_value`	number	Order value for sorting

Qdrant Fetch Points

Fetch points by ID from a Qdrant collection

Input

Parameter	Type	Required	Description
`url`	string	Yes	Qdrant instance URL (e.g., https://your-cluster.qdrant.io)
`apiKey`	string	No	Qdrant API key for authentication
`collection`	string	Yes	Collection name to fetch from (e.g., "my_collection")
`ids`	array	Yes	Array of point IDs to fetch (e.g., ["id1", "id2"] or [1, 2])
`fetch_return_data`	string	No	Data to return from fetch
`with_payload`	boolean	No	Include payload in response
`with_vector`	boolean	No	Include vector in response

Output

Parameter	Type	Description
`status`	string	Operation status (ok, error)
`data`	array	Fetched points with ID, payload, and optional vector data
↳ `id`	string	Point ID (integer or UUID string)
↳ `payload`	json	Point payload data (key-value pairs)
↳ `vector`	json	Point vector(s) - single array or named vectors object
↳ `shard_key`	string	Shard key for routing
↳ `order_value`	number	Order value for sorting