SearchHint

Represents a hint to the search index engine.

JSON representation
{

  // Union field index_type can be only one of the following:
  "useIndex": {
    object (IndexHint)
  },
  "useKnn": boolean,
  "knnHint": {
    object (KnnHint)
  },
  "indexHint": {
    object (IndexHint)
  }
  // End of list of possible types for union field index_type.
}
Fields
Union field index_type. The type of index to use. index_type can be only one of the following:
useIndex
(deprecated)

object (IndexHint)

Optional. Deprecated: Use indexHint instead. Specifies that the search should use a particular index.

useKnn
(deprecated)

boolean

Optional. Deprecated: Use knnHint instead. If set to true, the search will use the system's default K-Nearest Neighbor (KNN) index engine.

knnHint

object (KnnHint)

Optional. If set, the search will use the system's default K-Nearest Neighbor (KNN) index engine.

indexHint

object (IndexHint)

Optional. Specifies that the search should use a particular index.

IndexHint

Message to specify the index to use for the search.

JSON representation
{
  "name": string,

  // Union field params can be only one of the following:
  "denseScannParams": {
    object (DenseScannParams)
  }
  // End of list of possible types for union field params.
}
Fields
name

string

Required. The resource name of the index to use for the search. The index must be in the same project, location, and collection. Format: projects/{project}/locations/{location}/collections/{collection}/indexes/{index}

Union field params. The parameters for the index. params can be only one of the following:
denseScannParams

object (DenseScannParams)

Optional. Dense ScaNN parameters.

DenseScannParams

Parameters for dense ScaNN.

JSON representation
{
  "searchLeavesPct": integer,
  "initialCandidateCount": integer
}
Fields
searchLeavesPct

integer

Optional. Dense ANN param overrides to control recall and latency. The percentage of leaves to search, in the range [0, 100].

initialCandidateCount

integer

Optional. The number of initial candidates. Must be a positive integer (> 0).

KnnHint

This type has no fields.

KnnHint will be used if search should be explicitly done on system's default K-Nearest Neighbor (KNN) index engine.