Recommend batch points | Qdrant

curl  -X POST \
  'http://localhost:6333/collections/collection_name/points/recommend/batch' \
  --header 'api-key: <api-key-value>' \
  --header 'Content-Type: application/json' \
  --data-raw '{
  "searches": [
    {
      "positive": [
        100,
        231
      ],
      "negative": [
        "9ad0884a-7bfe-43c0-b88f-c1d9a588b7e1"
      ],
      "limit": 1
    },
    {
      "positive": [
        200,
        67
      ],
      "negative": [
        300
      ],
      "limit": 5
    }
  ]
}'

{
  "usage": {
    "cpu": 1,
    "payload_io_read": 1,
    "payload_io_write": 1,
    "payload_index_io_read": 1,
    "payload_index_io_write": 1,
    "vector_io_read": 1,
    "vector_io_write": 1
  },
  "time": 0.002,
  "status": "ok",
  "result": [
    [
      {
        "id": 42,
        "version": 3,
        "score": 0.75,
        "payload": {},
        "vector": {},
        "shard_key": "region_1",
        "order_value": 42
      }
    ]
  ]
}

Retrieves points in batches that are closer to stored positive examples and further from negative examples.

$	curl -X POST \
>	'http://localhost:6333/collections/collection_name/points/recommend/batch' \
>	--header 'api-key: <api-key-value>' \
>	--header 'Content-Type: application/json' \
>	--data-raw '{
>	"searches": [
>	{
>	"positive": [
>	100,
>	231
>	],
>	"negative": [
>	"9ad0884a-7bfe-43c0-b88f-c1d9a588b7e1"
>	],
>	"limit": 1
>	},
>	{
>	"positive": [
>	200,
>	67
>	],
>	"negative": [
>	300
>	],
>	"limit": 5
>	}
>	]
>	}'

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	"vector": {},
21	"shard_key": "region_1",
22	"order_value": 42
23	}
24	]
25	]
26	}

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