Qdrant · Schema

QueryGroupsRequest

Artificial IntelligenceVector Databases

Properties

Name Type Description
shard_key object
prefetch object Sub-requests to perform first. If present, the query will be performed on the results of the prefetch(es).
query object Query to perform. If missing without prefetches, returns points ordered by their IDs.
using string Define which vector name to use for querying. If missing, the default vector is used.
filter object Filter conditions - return only those points that satisfy the specified conditions.
params object Search params for when there is no prefetch
score_threshold number Return points with scores better than this threshold.
with_vector object Options for specifying which vectors to include into the response. Default is false.
with_payload object Options for specifying which payload to include or not. Default is false.
lookup_from object The location to use for IDs lookup, if not specified - use the current collection and the 'using' vector Note: the other collection vectors should have the same vector size as the 'using' vector in th
group_by string Payload field to group by, must be a string or number field. If the field contains more than 1 value, all values will be used for grouping. One point can be in multiple groups.
group_size integer Maximum amount of points to return per group. Default is 3.
limit integer Maximum amount of groups to return. Default is 10.
with_lookup object Look for points in another collection using the group ids
View JSON Schema on GitHub

JSON Schema

qdrant-querygroupsrequest-schema.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "#/components/schemas/QueryGroupsRequest",
  "title": "QueryGroupsRequest",
  "type": "object",
  "required": [
    "group_by"
  ],
  "properties": {
    "shard_key": {
      "anyOf": [
        {
          "$ref": "#/components/schemas/ShardKeySelector"
        },
        {
          "nullable": true
        }
      ]
    },
    "prefetch": {
      "description": "Sub-requests to perform first. If present, the query will be performed on the results of the prefetch(es).",
      "default": null,
      "anyOf": [
        {
          "$ref": "#/components/schemas/Prefetch"
        },
        {
          "type": "array",
          "items": {
            "$ref": "#/components/schemas/Prefetch"
          }
        },
        {
          "nullable": true
        }
      ]
    },
    "query": {
      "description": "Query to perform. If missing without prefetches, returns points ordered by their IDs.",
      "anyOf": [
        {
          "$ref": "#/components/schemas/QueryInterface"
        },
        {
          "nullable": true
        }
      ]
    },
    "using": {
      "description": "Define which vector name to use for querying. If missing, the default vector is used.",
      "type": "string",
      "nullable": true
    },
    "filter": {
      "description": "Filter conditions - return only those points that satisfy the specified conditions.",
      "anyOf": [
        {
          "$ref": "#/components/schemas/Filter"
        },
        {
          "nullable": true
        }
      ]
    },
    "params": {
      "description": "Search params for when there is no prefetch",
      "anyOf": [
        {
          "$ref": "#/components/schemas/SearchParams"
        },
        {
          "nullable": true
        }
      ]
    },
    "score_threshold": {
      "description": "Return points with scores better than this threshold.",
      "type": "number",
      "format": "float",
      "nullable": true
    },
    "with_vector": {
      "description": "Options for specifying which vectors to include into the response. Default is false.",
      "anyOf": [
        {
          "$ref": "#/components/schemas/WithVector"
        },
        {
          "nullable": true
        }
      ]
    },
    "with_payload": {
      "description": "Options for specifying which payload to include or not. Default is false.",
      "anyOf": [
        {
          "$ref": "#/components/schemas/WithPayloadInterface"
        },
        {
          "nullable": true
        }
      ]
    },
    "lookup_from": {
      "description": "The location to use for IDs lookup, if not specified - use the current collection and the 'using' vector Note: the other collection vectors should have the same vector size as the 'using' vector in the current collection",
      "default": null,
      "anyOf": [
        {
          "$ref": "#/components/schemas/LookupLocation"
        },
        {
          "nullable": true
        }
      ]
    },
    "group_by": {
      "description": "Payload field to group by, must be a string or number field. If the field contains more than 1 value, all values will be used for grouping. One point can be in multiple groups.",
      "type": "string",
      "minLength": 1
    },
    "group_size": {
      "description": "Maximum amount of points to return per group. Default is 3.",
      "type": "integer",
      "format": "uint",
      "minimum": 1,
      "nullable": true
    },
    "limit": {
      "description": "Maximum amount of groups to return. Default is 10.",
      "type": "integer",
      "format": "uint",
      "minimum": 1,
      "nullable": true
    },
    "with_lookup": {
      "description": "Look for points in another collection using the group ids",
      "anyOf": [
        {
          "$ref": "#/components/schemas/WithLookupInterface"
        },
        {
          "nullable": true
        }
      ]
    }
  }
}

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