Nearest Neighbors search config. The ordering provided by FindNearest supersedes the order_by stage. If multiple documents have the same vector distance, the returned document order is not guaranteed to be stable between queries.

Attributes

• distanceMeasure (type: String.t, default: nil) - Required. The distance measure to use, required.
• distanceResultField (type: String.t, default: nil) - Optional. Optional name of the field to output the result of the vector distance calculation. Must conform to document field name limitations.
• distanceThreshold (type: float(), default: nil) - Optional. Option to specify a threshold for which no less similar documents will be returned. The behavior of the specified distance_measure will affect the meaning of the distance threshold. Since DOT_PRODUCT distances increase when the vectors are more similar, the comparison is inverted. For EUCLIDEAN, COSINE: WHERE distance <= distance_threshold For DOT_PRODUCT: WHERE distance >= distance_threshold
• limit (type: integer(), default: nil) - Required. The number of nearest neighbors to return. Must be a positive integer of no more than 1000.
• queryVector (type: GoogleApi.Firestore.V1beta1.Model.Value.t, default: nil) - Required. The query vector that we are searching on. Must be a vector of no more than 2048 dimensions.
• vectorField (type: GoogleApi.Firestore.V1beta1.Model.FieldReference.t, default: nil) - Required. An indexed vector field to search upon. Only documents which contain vectors whose dimensionality match the query_vector can be returned.