Class: Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/ces/v1beta/app.rb

Overview

Threshold settings for metrics in an Evaluation.

Defined Under Namespace

Modules: HallucinationMetricBehavior Classes: GoldenEvaluationMetricsThresholds, ToolMatchingSettings

Instance Attribute Summary collapse

Instance Attribute Details

#golden_evaluation_metrics_thresholds ⇒ ::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds

Returns Optional. The golden evaluation metrics thresholds.

Returns:



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# File 'proto_docs/google/cloud/ces/v1beta/app.rb', line 501

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

  # Settings for golden evaluations.
  # @!attribute [rw] turn_level_metrics_thresholds
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::TurnLevelMetricsThresholds]
  #     Optional. The turn level metrics thresholds.
  # @!attribute [rw] expectation_level_metrics_thresholds
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::ExpectationLevelMetricsThresholds]
  #     Optional. The expectation level metrics thresholds.
  # @!attribute [rw] tool_matching_settings
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::ToolMatchingSettings]
  #     Optional. The tool matching settings. An
  #     extra tool call is a tool call that is present in the execution but does
  #     not match any tool call in the golden expectation.
  class GoldenEvaluationMetricsThresholds
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Turn level metrics thresholds.
    # @!attribute [rw] semantic_similarity_success_threshold
    #   @return [::Integer]
    #     Optional. The success threshold for semantic similarity. Must be an
    #     integer between 0 and 4. Default is >= 3.
    # @!attribute [rw] overall_tool_invocation_correctness_threshold
    #   @return [::Float]
    #     Optional. The success threshold for overall tool invocation
    #     correctness. Must be a float between 0 and 1. Default is 1.0.
    # @!attribute [rw] semantic_similarity_channel
    #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::TurnLevelMetricsThresholds::SemanticSimilarityChannel]
    #     Optional. The semantic similarity channel to use for evaluation.
    class TurnLevelMetricsThresholds
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # Semantic similarity channel to use.
      module SemanticSimilarityChannel
        # Metric unspecified. Defaults to TEXT.
        SEMANTIC_SIMILARITY_CHANNEL_UNSPECIFIED = 0

        # Use text semantic similarity.
        TEXT = 1

        # Use audio semantic similarity.
        AUDIO = 2
      end
    end

    # Expectation level metrics thresholds.
    # @!attribute [rw] tool_invocation_parameter_correctness_threshold
    #   @return [::Float]
    #     Optional. The success threshold for individual tool invocation
    #     parameter correctness. Must be a float between 0 and 1. Default is 1.0.
    class ExpectationLevelMetricsThresholds
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Settings for matching tool calls.
  # @!attribute [rw] extra_tool_call_behavior
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::ToolMatchingSettings::ExtraToolCallBehavior]
  #     Optional. Behavior for extra tool calls.
  #     Defaults to FAIL.
  class ToolMatchingSettings
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Defines the behavior when an extra tool call is encountered. An extra
    # tool call is a tool call that is present in the execution but does not
    # match any tool call in the golden expectation.
    module ExtraToolCallBehavior
      # Unspecified behavior. Defaults to FAIL.
      EXTRA_TOOL_CALL_BEHAVIOR_UNSPECIFIED = 0

      # Fail the evaluation if an extra tool call is encountered.
      FAIL = 1

      # Allow the extra tool call.
      ALLOW = 2
    end
  end

  # The hallucination metric behavior. Regardless of the behavior, the metric
  # will always be calculated. The difference is that when disabled, the
  # metric is not used to calculate the overall evaluation score.
  module HallucinationMetricBehavior
    # Unspecified hallucination metric behavior.
    HALLUCINATION_METRIC_BEHAVIOR_UNSPECIFIED = 0

    # Disable hallucination metric.
    DISABLED = 1

    # Enable hallucination metric.
    ENABLED = 2
  end
end

#golden_hallucination_metric_behavior ⇒ ::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::HallucinationMetricBehavior

Returns Optional. The hallucination metric behavior for golden evaluations.

Returns:



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# File 'proto_docs/google/cloud/ces/v1beta/app.rb', line 501

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

  # Settings for golden evaluations.
  # @!attribute [rw] turn_level_metrics_thresholds
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::TurnLevelMetricsThresholds]
  #     Optional. The turn level metrics thresholds.
  # @!attribute [rw] expectation_level_metrics_thresholds
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::ExpectationLevelMetricsThresholds]
  #     Optional. The expectation level metrics thresholds.
  # @!attribute [rw] tool_matching_settings
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::ToolMatchingSettings]
  #     Optional. The tool matching settings. An
  #     extra tool call is a tool call that is present in the execution but does
  #     not match any tool call in the golden expectation.
  class GoldenEvaluationMetricsThresholds
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Turn level metrics thresholds.
    # @!attribute [rw] semantic_similarity_success_threshold
    #   @return [::Integer]
    #     Optional. The success threshold for semantic similarity. Must be an
    #     integer between 0 and 4. Default is >= 3.
    # @!attribute [rw] overall_tool_invocation_correctness_threshold
    #   @return [::Float]
    #     Optional. The success threshold for overall tool invocation
    #     correctness. Must be a float between 0 and 1. Default is 1.0.
    # @!attribute [rw] semantic_similarity_channel
    #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::TurnLevelMetricsThresholds::SemanticSimilarityChannel]
    #     Optional. The semantic similarity channel to use for evaluation.
    class TurnLevelMetricsThresholds
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # Semantic similarity channel to use.
      module SemanticSimilarityChannel
        # Metric unspecified. Defaults to TEXT.
        SEMANTIC_SIMILARITY_CHANNEL_UNSPECIFIED = 0

        # Use text semantic similarity.
        TEXT = 1

        # Use audio semantic similarity.
        AUDIO = 2
      end
    end

    # Expectation level metrics thresholds.
    # @!attribute [rw] tool_invocation_parameter_correctness_threshold
    #   @return [::Float]
    #     Optional. The success threshold for individual tool invocation
    #     parameter correctness. Must be a float between 0 and 1. Default is 1.0.
    class ExpectationLevelMetricsThresholds
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Settings for matching tool calls.
  # @!attribute [rw] extra_tool_call_behavior
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::ToolMatchingSettings::ExtraToolCallBehavior]
  #     Optional. Behavior for extra tool calls.
  #     Defaults to FAIL.
  class ToolMatchingSettings
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Defines the behavior when an extra tool call is encountered. An extra
    # tool call is a tool call that is present in the execution but does not
    # match any tool call in the golden expectation.
    module ExtraToolCallBehavior
      # Unspecified behavior. Defaults to FAIL.
      EXTRA_TOOL_CALL_BEHAVIOR_UNSPECIFIED = 0

      # Fail the evaluation if an extra tool call is encountered.
      FAIL = 1

      # Allow the extra tool call.
      ALLOW = 2
    end
  end

  # The hallucination metric behavior. Regardless of the behavior, the metric
  # will always be calculated. The difference is that when disabled, the
  # metric is not used to calculate the overall evaluation score.
  module HallucinationMetricBehavior
    # Unspecified hallucination metric behavior.
    HALLUCINATION_METRIC_BEHAVIOR_UNSPECIFIED = 0

    # Disable hallucination metric.
    DISABLED = 1

    # Enable hallucination metric.
    ENABLED = 2
  end
end

#hallucination_metric_behavior ⇒ ::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::HallucinationMetricBehavior

Deprecated.

This field is deprecated and may be removed in the next major version update.

Returns Optional. Deprecated: Use golden_hallucination_metric_behavior instead. The hallucination metric behavior is currently used for golden evaluations.

Returns:



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# File 'proto_docs/google/cloud/ces/v1beta/app.rb', line 501

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

  # Settings for golden evaluations.
  # @!attribute [rw] turn_level_metrics_thresholds
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::TurnLevelMetricsThresholds]
  #     Optional. The turn level metrics thresholds.
  # @!attribute [rw] expectation_level_metrics_thresholds
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::ExpectationLevelMetricsThresholds]
  #     Optional. The expectation level metrics thresholds.
  # @!attribute [rw] tool_matching_settings
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::ToolMatchingSettings]
  #     Optional. The tool matching settings. An
  #     extra tool call is a tool call that is present in the execution but does
  #     not match any tool call in the golden expectation.
  class GoldenEvaluationMetricsThresholds
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Turn level metrics thresholds.
    # @!attribute [rw] semantic_similarity_success_threshold
    #   @return [::Integer]
    #     Optional. The success threshold for semantic similarity. Must be an
    #     integer between 0 and 4. Default is >= 3.
    # @!attribute [rw] overall_tool_invocation_correctness_threshold
    #   @return [::Float]
    #     Optional. The success threshold for overall tool invocation
    #     correctness. Must be a float between 0 and 1. Default is 1.0.
    # @!attribute [rw] semantic_similarity_channel
    #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::TurnLevelMetricsThresholds::SemanticSimilarityChannel]
    #     Optional. The semantic similarity channel to use for evaluation.
    class TurnLevelMetricsThresholds
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # Semantic similarity channel to use.
      module SemanticSimilarityChannel
        # Metric unspecified. Defaults to TEXT.
        SEMANTIC_SIMILARITY_CHANNEL_UNSPECIFIED = 0

        # Use text semantic similarity.
        TEXT = 1

        # Use audio semantic similarity.
        AUDIO = 2
      end
    end

    # Expectation level metrics thresholds.
    # @!attribute [rw] tool_invocation_parameter_correctness_threshold
    #   @return [::Float]
    #     Optional. The success threshold for individual tool invocation
    #     parameter correctness. Must be a float between 0 and 1. Default is 1.0.
    class ExpectationLevelMetricsThresholds
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Settings for matching tool calls.
  # @!attribute [rw] extra_tool_call_behavior
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::ToolMatchingSettings::ExtraToolCallBehavior]
  #     Optional. Behavior for extra tool calls.
  #     Defaults to FAIL.
  class ToolMatchingSettings
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Defines the behavior when an extra tool call is encountered. An extra
    # tool call is a tool call that is present in the execution but does not
    # match any tool call in the golden expectation.
    module ExtraToolCallBehavior
      # Unspecified behavior. Defaults to FAIL.
      EXTRA_TOOL_CALL_BEHAVIOR_UNSPECIFIED = 0

      # Fail the evaluation if an extra tool call is encountered.
      FAIL = 1

      # Allow the extra tool call.
      ALLOW = 2
    end
  end

  # The hallucination metric behavior. Regardless of the behavior, the metric
  # will always be calculated. The difference is that when disabled, the
  # metric is not used to calculate the overall evaluation score.
  module HallucinationMetricBehavior
    # Unspecified hallucination metric behavior.
    HALLUCINATION_METRIC_BEHAVIOR_UNSPECIFIED = 0

    # Disable hallucination metric.
    DISABLED = 1

    # Enable hallucination metric.
    ENABLED = 2
  end
end

#scenario_hallucination_metric_behavior ⇒ ::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::HallucinationMetricBehavior

Returns Optional. The hallucination metric behavior for scenario evaluations.

Returns:



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# File 'proto_docs/google/cloud/ces/v1beta/app.rb', line 501

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

  # Settings for golden evaluations.
  # @!attribute [rw] turn_level_metrics_thresholds
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::TurnLevelMetricsThresholds]
  #     Optional. The turn level metrics thresholds.
  # @!attribute [rw] expectation_level_metrics_thresholds
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::ExpectationLevelMetricsThresholds]
  #     Optional. The expectation level metrics thresholds.
  # @!attribute [rw] tool_matching_settings
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::ToolMatchingSettings]
  #     Optional. The tool matching settings. An
  #     extra tool call is a tool call that is present in the execution but does
  #     not match any tool call in the golden expectation.
  class GoldenEvaluationMetricsThresholds
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Turn level metrics thresholds.
    # @!attribute [rw] semantic_similarity_success_threshold
    #   @return [::Integer]
    #     Optional. The success threshold for semantic similarity. Must be an
    #     integer between 0 and 4. Default is >= 3.
    # @!attribute [rw] overall_tool_invocation_correctness_threshold
    #   @return [::Float]
    #     Optional. The success threshold for overall tool invocation
    #     correctness. Must be a float between 0 and 1. Default is 1.0.
    # @!attribute [rw] semantic_similarity_channel
    #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::GoldenEvaluationMetricsThresholds::TurnLevelMetricsThresholds::SemanticSimilarityChannel]
    #     Optional. The semantic similarity channel to use for evaluation.
    class TurnLevelMetricsThresholds
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # Semantic similarity channel to use.
      module SemanticSimilarityChannel
        # Metric unspecified. Defaults to TEXT.
        SEMANTIC_SIMILARITY_CHANNEL_UNSPECIFIED = 0

        # Use text semantic similarity.
        TEXT = 1

        # Use audio semantic similarity.
        AUDIO = 2
      end
    end

    # Expectation level metrics thresholds.
    # @!attribute [rw] tool_invocation_parameter_correctness_threshold
    #   @return [::Float]
    #     Optional. The success threshold for individual tool invocation
    #     parameter correctness. Must be a float between 0 and 1. Default is 1.0.
    class ExpectationLevelMetricsThresholds
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Settings for matching tool calls.
  # @!attribute [rw] extra_tool_call_behavior
  #   @return [::Google::Cloud::Ces::V1beta::EvaluationMetricsThresholds::ToolMatchingSettings::ExtraToolCallBehavior]
  #     Optional. Behavior for extra tool calls.
  #     Defaults to FAIL.
  class ToolMatchingSettings
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Defines the behavior when an extra tool call is encountered. An extra
    # tool call is a tool call that is present in the execution but does not
    # match any tool call in the golden expectation.
    module ExtraToolCallBehavior
      # Unspecified behavior. Defaults to FAIL.
      EXTRA_TOOL_CALL_BEHAVIOR_UNSPECIFIED = 0

      # Fail the evaluation if an extra tool call is encountered.
      FAIL = 1

      # Allow the extra tool call.
      ALLOW = 2
    end
  end

  # The hallucination metric behavior. Regardless of the behavior, the metric
  # will always be calculated. The difference is that when disabled, the
  # metric is not used to calculate the overall evaluation score.
  module HallucinationMetricBehavior
    # Unspecified hallucination metric behavior.
    HALLUCINATION_METRIC_BEHAVIOR_UNSPECIFIED = 0

    # Disable hallucination metric.
    DISABLED = 1

    # Enable hallucination metric.
    ENABLED = 2
  end
end