API ReferenceSearch

Search points

Deprecated
Retrieves the closest points based on vector similarity and given filtering conditions.

Path parameters

collection_namestringRequired
Name of the collection to search in

Headers

api-keystringRequired

Query parameters

consistencyinteger or enumOptional
Define read consistency guarantees for the operation
timeoutintegerOptional>=1
If set, overrides global timeout for this request. Unit is seconds.

Request

This endpoint expects an object.
vectorlist of doubles or objectRequired

Vector data separator for named and unnamed modes Unnamed mode:

{ “vector”: [1.0, 2.0, 3.0] }

or named mode:

{ “vector”: { “vector”: [1.0, 2.0, 3.0], “name”: “image-embeddings” } }

limitintegerRequired>=1
Max number of result to return
shard_keystring or uint64 or list of strings or uint64s or anyOptional

Specify in which shards to look for the points, if not specified - look in all shards

filterobject or anyOptional
Look only for points which satisfies this conditions
paramsobject or anyOptional
Additional search params
offsetintegerOptional>=0

Offset of the first result to return. May be used to paginate results. Note: large offset values may cause performance issues.

with_payloadboolean or list of strings or object or anyOptional
Select which payload to return with the response. Default is false.
with_vectorboolean or list of strings or anyOptional
Options for specifying which vectors to include into response. Default is false.
score_thresholddoubleOptional
Define a minimal score threshold for the result. If defined, less similar results will not be returned. Score of the returned result might be higher or smaller than the threshold depending on the Distance function used. E.g. for cosine similarity only higher scores will be returned.

Response

successful operation
usageobject or anyOptional
timedoubleOptional
Time spent to process this request
statusstringOptional
resultlist of objectsOptional