Recommend batch points | Qdrant

1 curl -X POST \ 2 'http://localhost:6333/collections/collection_name/points/recommend/batch' \ 3 --header 'api-key: <api-key-value>' \ 4 --header 'Content-Type: application/json' \ 5 --data-raw '{ 6 "searches": [ 7 { 8 "positive": [ 9 100, 10 231 11 ], 12 "negative": [ 13 "9ad0884a-7bfe-43c0-b88f-c1d9a588b7e1" 14 ], 15 "limit": 1 16 }, 17 { 18 "positive": [ 19 200, 20 67 21 ], 22 "negative": [ 23 300 24 ], 25 "limit": 5 26 } 27 ] 28 }'

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 that are closer to stored positive examples and further from negative examples.

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