Discover batch points

Deprecated

POST

http://localhost:6333/collections/:collection_name/points/discover/batch

POST

/collections/:collection_name/points/discover/batch

1 from qdrant_client import QdrantClient, models
2 
3 client = QdrantClient(url="http://localhost:6333")
4 
5 discover_queries = [
6     models.DiscoverRequest(
7         target=[0.2, 0.1, 0.9, 0.7],
8         context=[
9             models.ContextExamplePair(
10                 positive=100,
11                 negative=718,
12             ),
13             models.ContextExamplePair(
14                 positive=200,
15                 negative=300,
16             ),
17         ],
18         limit=10,
19     ),
20     models.DiscoverRequest(
21         target=[0.5, 0.3, 0.2, 0.3],
22         context=[
23             models.ContextExamplePair(
24                 positive=342,
25                 negative=213,
26             ),
27             models.ContextExamplePair(
28                 positive=100,
29                 negative=200,
30             ),
31         ],
32         limit=5,
33     ),
34 ]
35 
36 client.discover_batch("{collection_name}", discover_queries)

Try it

200Successful

1 {
2   "usage": {
3     "cpu": 1,
4     "payload_io_read": 1,
5     "payload_io_write": 1,
6     "payload_index_io_read": 1,
7     "payload_index_io_write": 1,
8     "vector_io_read": 1,
9     "vector_io_write": 1
10   },
11   "time": 0.002,
12   "status": "ok",
13   "result": [
14     [
15       {
16         "id": 42,
17         "version": 3,
18         "score": 0.75,
19         "payload": {
20           "city": "London",
21           "color": "green"
22         },
23         "vector": [
24           0.875,
25           0.140625,
26           0.897599995136261
27         ],
28         "shard_key": "region_1",
29         "order_value": 42
30       }
31     ]
32   ]
33 }

Retrieves points in batches based on the target and/or positive and negative example pairs.

Path parameters

collection_namestringRequired

Name of the collection to search in

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.

searcheslist of objectsRequired

Response

successful operation

usageobject or anyOptional

timedoubleOptional

Time spent to process this request

statusstringOptional

resultlist of lists of objectsOptional

Path parameters

Headers

Query parameters

Request

Response