Class: Google::Cloud::Dialogflow::V2::SearchKnowledgeRequest::SearchConfig::BoostSpecs

Inherits:

Object

Object
Google::Cloud::Dialogflow::V2::SearchKnowledgeRequest::SearchConfig::BoostSpecs

show all

Extended by:: Protobuf::MessageExts::ClassMethods

Includes:: Protobuf::MessageExts

Defined in:: proto_docs/google/cloud/dialogflow/v2/conversation.rb

Overview

Boost specifications for data stores.

Defined Under Namespace

Classes: BoostSpec

Instance Attribute Summary collapse

Instance Attribute Details

#data_stores ⇒ `::Array<::String>`

Returns Optional. Data Stores where the boosting configuration is applied. The full names of the referenced data stores. Formats: projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store} projects/{project}/locations/{location}/dataStores/{data_store}.

Returns:

(::Array<::String>) —
Optional. Data Stores where the boosting configuration is applied. The full names of the referenced data stores. Formats: projects/{project}/locations/{location}/collections/{collection}/dataStores/{data_store} projects/{project}/locations/{location}/dataStores/{data_store}

# File 'proto_docs/google/cloud/dialogflow/v2/conversation.rb', line 556

class BoostSpecs
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # Boost specification to boost certain documents.
  # A copy of google.cloud.discoveryengine.v1main.BoostSpec, field
  # documentation is available at
  # https://cloud.google.com/generative-ai-app-builder/docs/reference/rest/v1alpha/BoostSpec
  # @!attribute [rw] condition_boost_specs
  #   @return [::Array<::Google::Cloud::Dialogflow::V2::SearchKnowledgeRequest::SearchConfig::BoostSpecs::BoostSpec::ConditionBoostSpec>]
  #     Optional. Condition boost specifications. If a document matches
  #     multiple conditions in the specifictions, boost scores from these
  #     specifications are all applied and combined in a non-linear way.
  #     Maximum number of specifications is 20.
  class BoostSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Boost applies to documents which match a condition.
    # @!attribute [rw] condition
    #   @return [::String]
    #     Optional. An expression which specifies a boost condition. The
    #     syntax and supported fields are the same as a filter expression.
    #     Examples:
    #
    #     * To boost documents with document ID "doc_1" or "doc_2", and
    #     color
    #       "Red" or "Blue":
    #         * (id: ANY("doc_1", "doc_2")) AND (color: ANY("Red","Blue"))
    # @!attribute [rw] boost
    #   @return [::Float]
    #     Optional. Strength of the condition boost, which should be in [-1,
    #     1]. Negative boost means demotion. Default is 0.0.
    #
    #     Setting to 1.0 gives the document a big promotion. However, it does
    #     not necessarily mean that the boosted document will be the top
    #     result at all times, nor that other documents will be excluded.
    #     Results could still be shown even when none of them matches the
    #     condition. And results that are significantly more relevant to the
    #     search query can still trump your heavily favored but irrelevant
    #     documents.
    #
    #     Setting to -1.0 gives the document a big demotion. However, results
    #     that are deeply relevant might still be shown. The document will
    #     have an upstream battle to get a fairly high ranking, but it is not
    #     blocked out completely.
    #
    #     Setting to 0.0 means no boost applied. The boosting condition is
    #     ignored.
    # @!attribute [rw] boost_control_spec
    #   @return [::Google::Cloud::Dialogflow::V2::SearchKnowledgeRequest::SearchConfig::BoostSpecs::BoostSpec::ConditionBoostSpec::BoostControlSpec]
    #     Optional. Complex specification for custom ranking based on
    #     customer defined attribute value.
    class ConditionBoostSpec
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # Specification for custom ranking based on customer specified
      # attribute
      # value. It provides more controls for customized ranking than the
      # simple (condition, boost) combination above.
      # @!attribute [rw] field_name
      #   @return [::String]
      #     Optional. The name of the field whose value will be used to
      #     determine the boost amount.
      # @!attribute [rw] attribute_type
      #   @return [::Google::Cloud::Dialogflow::V2::SearchKnowledgeRequest::SearchConfig::BoostSpecs::BoostSpec::ConditionBoostSpec::BoostControlSpec::AttributeType]
      #     Optional. The attribute type to be used to determine the boost
      #     amount. The attribute value can be derived from the field value
      #     of the specified field_name. In the case of numerical it is
      #     straightforward i.e. attribute_value = numerical_field_value. In
      #     the case of freshness however, attribute_value = (time.now() -
      #     datetime_field_value).
      # @!attribute [rw] interpolation_type
      #   @return [::Google::Cloud::Dialogflow::V2::SearchKnowledgeRequest::SearchConfig::BoostSpecs::BoostSpec::ConditionBoostSpec::BoostControlSpec::InterpolationType]
      #     Optional. The interpolation type to be applied to connect the
      #     control points listed below.
      # @!attribute [rw] control_points
      #   @return [::Array<::Google::Cloud::Dialogflow::V2::SearchKnowledgeRequest::SearchConfig::BoostSpecs::BoostSpec::ConditionBoostSpec::BoostControlSpec::ControlPoint>]
      #     Optional. The control points used to define the curve. The
      #     monotonic function (defined through the interpolation_type above)
      #     passes through the control points listed here.
      class BoostControlSpec
        include ::Google::Protobuf::MessageExts
        extend ::Google::Protobuf::MessageExts::ClassMethods

        # The control points used to define the curve. The curve defined
        # through these control points can only be monotonically increasing
        # or decreasing(constant values are acceptable).
        class ControlPoint
          include ::Google::Protobuf::MessageExts
          extend ::Google::Protobuf::MessageExts::ClassMethods
        end

        # The attribute(or function) for which the custom ranking is to be
        # applied.
        module AttributeType
          # Unspecified AttributeType.
          ATTRIBUTE_TYPE_UNSPECIFIED = 0

          # The value of the numerical field will be used to dynamically
          # update the boost amount. In this case, the attribute_value (the
          # x value) of the control point will be the actual value of the
          # numerical field for which the boost_amount is specified.
          NUMERICAL = 1

          # For the freshness use case the attribute value will be the
          # duration between the current time and the date in the datetime
          # field specified. The value must be formatted as an XSD
          # `dayTimeDuration` value (a restricted subset of an ISO 8601
          # duration value). The pattern for this is:
          # `[nD][T[nH][nM][nS]]`. E.g. `5D`, `3DT12H30M`, `T24H`.
          FRESHNESS = 2
        end

        # The interpolation type to be applied. Default will be linear
        # (Piecewise Linear).
        module InterpolationType
          # Interpolation type is unspecified. In this case, it defaults to
          # Linear.
          INTERPOLATION_TYPE_UNSPECIFIED = 0

          # Piecewise linear interpolation will be applied.
          LINEAR = 1
        end
      end
    end
  end
end

#spec ⇒ `::Array<::Google::Cloud::Dialogflow::V2::SearchKnowledgeRequest::SearchConfig::BoostSpecs::BoostSpec>`

Returns Optional. A list of boosting specifications.