Google Dialogflow Evaluations API

The evaluations API from Google Dialogflow — 6 operation(s) for evaluations.

Operations 9

GET /v2/projects/{projectsId}/locations/{locationsId}/conversationModels/{conversationModelsId}/evaluations Dialogflow projects locations conversation models evaluations list #
POST /v2/projects/{projectsId}/locations/{locationsId}/conversationModels/{conversationModelsId}/evaluations Dialogflow projects locations conversation models evaluations create #
GET /v2/projects/{projectsId}/locations/{locationsId}/conversationModels/{conversationModelsId}/evaluations/{evaluationsId} Dialogflow projects locations conversation models evaluations get #
GET /v2/projects/{projectsId}/locations/{locationsId}/generators/{generatorsId}/evaluations/{evaluationsId} Dialogflow projects locations generators evaluations get #
DELETE /v2/projects/{projectsId}/locations/{locationsId}/generators/{generatorsId}/evaluations/{evaluationsId} Dialogflow projects locations generators evaluations delete #
GET /v2/projects/{projectsId}/locations/{locationsId}/generators/{generatorsId}/evaluations Dialogflow projects locations generators evaluations list #
POST /v2/projects/{projectsId}/locations/{locationsId}/generators/{generatorsId}/evaluations Dialogflow projects locations generators evaluations create #
GET /v2/projects/{projectsId}/conversationModels/{conversationModelsId}/evaluations Dialogflow projects conversation models evaluations list #
GET /v2/projects/{projectsId}/conversationModels/{conversationModelsId}/evaluations/{evaluationsId} Dialogflow projects conversation models evaluations get #

Documentation

Specifications

Other Resources

🔗
Discovery
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/discovery/google-dialogflow-v3.json
🔗
Discovery
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/discovery/google-dialogflow-v3beta1.json
🔗
Protobuf
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/grpc/cx-v3/session.proto
🔗
Protobuf
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/grpc/cx-v3/agent.proto
🔗
Protobuf
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/grpc/cx-v3/webhook.proto
🔗
Protobuf
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/grpc/cx-v3/tool.proto
🔗
Pricing
https://cloud.google.com/dialogflow/pricing
🔗
Console
https://dialogflow.cloud.google.com/cx
🔗
Webhooks
https://cloud.google.com/dialogflow/cx/docs/concept/webhook
🔗
Discovery
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/discovery/google-dialogflow-v2.json
🔗
Discovery
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/discovery/google-dialogflow-v2beta1.json
🔗
Protobuf
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/grpc/v2/session.proto
🔗
Protobuf
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/grpc/v2/agent.proto
🔗
Protobuf
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/grpc/v2/intent.proto
🔗
Protobuf
https://raw.githubusercontent.com/api-evangelist/google-dialogflow/refs/heads/main/grpc/v2/webhook.proto
🔗
Console
https://dialogflow.cloud.google.com/
🔗
Webhooks
https://cloud.google.com/dialogflow/es/docs/fulfillment-webhook

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OpenAPI Specification

google-dialogflow-evaluations-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  title: Dialogflow ES API (v2) Evaluations API
  version: v2
  description: Dialogflow ES (Essentials) builds conversational interfaces with intents, entity types, contexts, sessions, knowledge bases, conversation profiles and Agent Assist. This OpenAPI is a mechanical conversion of the first-party Google Discovery Document served by dialogflow.googleapis.com.
  contact:
    name: Google Cloud
    url: https://cloud.google.com/dialogflow/
  termsOfService: https://cloud.google.com/terms
  license:
    name: Google APIs Terms of Service
    url: https://developers.google.com/terms
  x-discovery-source: https://dialogflow.googleapis.com/$discovery/rest?version=v2
  x-discovery-revision: '20260825'
  x-discovery-id: dialogflow:v2
servers:
- url: https://dialogflow.googleapis.com
  description: Dialogflow API
security:
- OAuth2:
  - https://www.googleapis.com/auth/dialogflow
  - https://www.googleapis.com/auth/cloud-platform
- BearerAuth: []
tags:
- name: Evaluations
paths:
  /v2/projects/{projectsId}/locations/{locationsId}/conversationModels/{conversationModelsId}/evaluations:
    get:
      operationId: dialogflow_projects_locations_conversationModels_evaluations_list
      tags:
      - Evaluations
      parameters:
      - name: projectsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: locationsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: conversationModelsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: pageToken
        in: query
        schema:
          type: string
      - name: pageSize
        in: query
        schema:
          type: integer
          format: int32
      x-discovery-path-template: v2/{parent}/evaluations
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleCloudDialogflowV2ListConversationModelEvaluationsResponse'
        default:
          description: Error response (google.rpc.Status)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleRpcStatus'
      security:
      - OAuth2:
        - https://www.googleapis.com/auth/cloud-platform
        - https://www.googleapis.com/auth/dialogflow
      - BearerAuth: []
      summary: Dialogflow projects locations conversation models evaluations list
      x-summary-source: derived
    post:
      operationId: dialogflow_projects_locations_conversationModels_evaluations_create
      tags:
      - Evaluations
      parameters:
      - name: projectsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: locationsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: conversationModelsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+$`.'
        required: true
        schema:
          type: string
      x-discovery-path-template: v2/{parent}/evaluations
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/GoogleCloudDialogflowV2CreateConversationModelEvaluationRequest'
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleLongrunningOperation'
        default:
          description: Error response (google.rpc.Status)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleRpcStatus'
      security:
      - OAuth2:
        - https://www.googleapis.com/auth/cloud-platform
        - https://www.googleapis.com/auth/dialogflow
      - BearerAuth: []
      summary: Dialogflow projects locations conversation models evaluations create
      x-summary-source: derived
  /v2/projects/{projectsId}/locations/{locationsId}/conversationModels/{conversationModelsId}/evaluations/{evaluationsId}:
    get:
      operationId: dialogflow_projects_locations_conversationModels_evaluations_get
      tags:
      - Evaluations
      parameters:
      - name: projectsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: locationsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: conversationModelsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: evaluationsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/conversationModels/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      x-discovery-path-template: v2/{name}
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleCloudDialogflowV2ConversationModelEvaluation'
        default:
          description: Error response (google.rpc.Status)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleRpcStatus'
      security:
      - OAuth2:
        - https://www.googleapis.com/auth/cloud-platform
        - https://www.googleapis.com/auth/dialogflow
      - BearerAuth: []
      summary: Dialogflow projects locations conversation models evaluations get
      x-summary-source: derived
  /v2/projects/{projectsId}/locations/{locationsId}/generators/{generatorsId}/evaluations/{evaluationsId}:
    get:
      operationId: dialogflow_projects_locations_generators_evaluations_get
      tags:
      - Evaluations
      parameters:
      - name: projectsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: locationsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: generatorsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: evaluationsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      x-discovery-path-template: v2/{name}
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleCloudDialogflowV2GeneratorEvaluation'
        default:
          description: Error response (google.rpc.Status)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleRpcStatus'
      security:
      - OAuth2:
        - https://www.googleapis.com/auth/cloud-platform
        - https://www.googleapis.com/auth/dialogflow
      - BearerAuth: []
      summary: Dialogflow projects locations generators evaluations get
      x-summary-source: derived
    delete:
      operationId: dialogflow_projects_locations_generators_evaluations_delete
      tags:
      - Evaluations
      parameters:
      - name: projectsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: locationsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: generatorsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: evaluationsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      x-discovery-path-template: v2/{name}
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleProtobufEmpty'
        default:
          description: Error response (google.rpc.Status)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleRpcStatus'
      security:
      - OAuth2:
        - https://www.googleapis.com/auth/cloud-platform
        - https://www.googleapis.com/auth/dialogflow
      - BearerAuth: []
      summary: Dialogflow projects locations generators evaluations delete
      x-summary-source: derived
  /v2/projects/{projectsId}/locations/{locationsId}/generators/{generatorsId}/evaluations:
    get:
      operationId: dialogflow_projects_locations_generators_evaluations_list
      tags:
      - Evaluations
      parameters:
      - name: projectsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: locationsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: generatorsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: pageToken
        in: query
        schema:
          type: string
      - name: pageSize
        in: query
        schema:
          type: integer
          format: int32
      x-discovery-path-template: v2/{parent}/evaluations
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleCloudDialogflowV2ListGeneratorEvaluationsResponse'
        default:
          description: Error response (google.rpc.Status)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleRpcStatus'
      security:
      - OAuth2:
        - https://www.googleapis.com/auth/cloud-platform
        - https://www.googleapis.com/auth/dialogflow
      - BearerAuth: []
      summary: Dialogflow projects locations generators evaluations list
      x-summary-source: derived
    post:
      operationId: dialogflow_projects_locations_generators_evaluations_create
      tags:
      - Evaluations
      parameters:
      - name: projectsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: locationsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: generatorsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/locations/[^/]+/generators/[^/]+$`.'
        required: true
        schema:
          type: string
      x-discovery-path-template: v2/{parent}/evaluations
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/GoogleCloudDialogflowV2GeneratorEvaluation'
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleLongrunningOperation'
        default:
          description: Error response (google.rpc.Status)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleRpcStatus'
      security:
      - OAuth2:
        - https://www.googleapis.com/auth/cloud-platform
        - https://www.googleapis.com/auth/dialogflow
      - BearerAuth: []
      summary: Dialogflow projects locations generators evaluations create
      x-summary-source: derived
  /v2/projects/{projectsId}/conversationModels/{conversationModelsId}/evaluations:
    get:
      operationId: dialogflow_projects_conversationModels_evaluations_list
      tags:
      - Evaluations
      parameters:
      - name: projectsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/conversationModels/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: conversationModelsId
        in: path
        description: 'Part of `parent`. Resource name pattern: `^projects/[^/]+/conversationModels/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: pageToken
        in: query
        schema:
          type: string
      - name: pageSize
        in: query
        schema:
          type: integer
          format: int32
      x-discovery-path-template: v2/{parent}/evaluations
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleCloudDialogflowV2ListConversationModelEvaluationsResponse'
        default:
          description: Error response (google.rpc.Status)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleRpcStatus'
      security:
      - OAuth2:
        - https://www.googleapis.com/auth/cloud-platform
        - https://www.googleapis.com/auth/dialogflow
      - BearerAuth: []
      summary: Dialogflow projects conversation models evaluations list
      x-summary-source: derived
  /v2/projects/{projectsId}/conversationModels/{conversationModelsId}/evaluations/{evaluationsId}:
    get:
      operationId: dialogflow_projects_conversationModels_evaluations_get
      tags:
      - Evaluations
      parameters:
      - name: projectsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/conversationModels/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: conversationModelsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/conversationModels/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      - name: evaluationsId
        in: path
        description: 'Part of `name`. Resource name pattern: `^projects/[^/]+/conversationModels/[^/]+/evaluations/[^/]+$`.'
        required: true
        schema:
          type: string
      x-discovery-path-template: v2/{name}
      responses:
        '200':
          description: Successful response
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleCloudDialogflowV2ConversationModelEvaluation'
        default:
          description: Error response (google.rpc.Status)
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/GoogleRpcStatus'
      security:
      - OAuth2:
        - https://www.googleapis.com/auth/cloud-platform
        - https://www.googleapis.com/auth/dialogflow
      - BearerAuth: []
      summary: Dialogflow projects conversation models evaluations get
      x-summary-source: derived
components:
  schemas:
    GoogleCloudDialogflowV2InputDataset:
      type: object
      properties:
        dataset:
          type: string
    GoogleCloudDialogflowV2GeneratorEvaluation:
      type: object
      properties:
        evaluationStatus:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2EvaluationStatus'
        satisfiesPzs:
          type: boolean
          readOnly: true
        satisfiesPzi:
          type: boolean
          readOnly: true
        name:
          type: string
          readOnly: true
        completeTime:
          type: string
          format: date-time
          readOnly: true
        summarizationMetrics:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetrics'
        displayName:
          type: string
        generatorEvaluationConfig:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2GeneratorEvaluationConfig'
        createTime:
          type: string
          format: date-time
          readOnly: true
        initialGenerator:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2Generator'
    GoogleCloudDialogflowV2AgentCoachingSuggestionDuplicateCheckResult:
      type: object
      properties:
        duplicateSuggestions:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingSuggestionDuplicateCheckResultDuplicateSuggestion'
    GoogleCloudDialogflowV2InferenceParameter:
      type: object
      properties:
        topK:
          type: integer
          format: int32
        maxOutputTokens:
          type: integer
          format: int32
        temperature:
          type: number
          format: double
        topP:
          type: number
          format: double
    GoogleCloudDialogflowV2EvaluationStatus:
      type: object
      properties:
        done:
          type: boolean
          readOnly: true
        pipelineStatus:
          $ref: '#/components/schemas/GoogleRpcStatus'
    GoogleCloudDialogflowV2SummarySuggestionSummarySection:
      type: object
      properties:
        section:
          type: string
        summary:
          type: string
    GoogleCloudDialogflowV2SuggestionDedupingConfig:
      type: object
      properties:
        similarityThreshold:
          type: number
          format: float
        enableDeduping:
          type: boolean
    GoogleCloudDialogflowV2SummarizationEvaluationMetricsOverallScoresByMetric:
      type: object
      properties:
        metric:
          type: string
          readOnly: true
    GoogleCloudDialogflowV2AgentCoachingSuggestionDuplicateCheckResultDuplicateSuggestion:
      type: object
      properties:
        answerRecord:
          type: string
          readOnly: true
        similarityScore:
          type: number
          format: float
          readOnly: true
        suggestionIndex:
          type: integer
          format: int32
          readOnly: true
        sources:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingSuggestionSources'
    GoogleCloudDialogflowV2GeneratorEvaluationConfig:
      type: object
      properties:
        summarizationConfig:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2GeneratorEvaluationConfigSummarizationConfig'
        outputGcsBucketPath:
          type: string
        inputDataConfig:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2GeneratorEvaluationConfigInputDataConfig'
    GoogleCloudDialogflowV2ListConversationModelEvaluationsResponse:
      type: object
      properties:
        conversationModelEvaluations:
          type: array
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2ConversationModelEvaluation'
        nextPageToken:
          type: string
    GoogleCloudDialogflowV2AgentCoachingSuggestion:
      type: object
      properties:
        agentActionSuggestions:
          type: array
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingSuggestionAgentActionSuggestion'
        sampleResponses:
          type: array
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingSuggestionSampleResponse'
        applicableInstructions:
          type: array
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingInstruction'
    GoogleCloudDialogflowV2ListGeneratorEvaluationsResponse:
      type: object
      properties:
        generatorEvaluations:
          type: array
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2GeneratorEvaluation'
        nextPageToken:
          type: string
    GoogleCloudDialogflowV2SummarizationEvaluationMetricsSummarizationEvaluationResult:
      type: object
      properties:
        score:
          type: number
          format: float
          readOnly: true
        metric:
          type: string
          readOnly: true
        section:
          type: string
          readOnly: true
        evaluationResults:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsEvaluationResult'
        sessionId:
          type: string
          readOnly: true
        sectionSummary:
          type: string
          readOnly: true
        decompositions:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsDecomposition'
    GoogleCloudDialogflowV2SummarizationEvaluationMetricsEvaluationResult:
      type: object
      properties:
        accuracyDecomposition:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsAccuracyDecomposition'
        adherenceRubric:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsAdherenceRubric'
        completenessRubric:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsCompletenessRubric'
    GoogleCloudDialogflowV2MessageEntry:
      type: object
      properties:
        role:
          type: string
          enum:
          - ROLE_UNSPECIFIED
          - HUMAN_AGENT
          - AUTOMATED_AGENT
          - END_USER
          x-enumDescriptions:
          - ''
          - ''
          - ''
          - ''
        languageCode:
          type: string
        createTime:
          type: string
          format: date-time
        text:
          type: string
    GoogleCloudDialogflowV2SummarizationEvaluationMetrics:
      type: object
      properties:
        overallSectionTokens:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsSectionToken'
        summarizationEvaluationMergedResultsUri:
          type: string
          readOnly: true
        conversationDetails:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsConversationDetail'
        summarizationEvaluationResults:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsSummarizationEvaluationResult'
        overallMetrics:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsOverallScoresByMetric'
    GoogleCloudDialogflowV2SummarizationEvaluationMetricsCompletenessRubric:
      type: object
      properties:
        question:
          type: string
          readOnly: true
        isAddressed:
          type: boolean
          readOnly: true
    GoogleCloudDialogflowV2FreeFormContext:
      type: object
      properties:
        text:
          type: string
    GoogleCloudDialogflowV2SummarizationEvaluationMetricsAdherenceRubric:
      type: object
      properties:
        question:
          type: string
          readOnly: true
        reasoning:
          type: string
          readOnly: true
        isAddressed:
          type: boolean
          readOnly: true
    GoogleCloudDialogflowV2SummarizationEvaluationMetricsConversationDetail:
      type: object
      properties:
        summarySections:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarySuggestionSummarySection'
        metricDetails:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsConversationDetailMetricDetail'
        messageEntries:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2MessageEntry'
        sectionTokens:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsSectionToken'
    GoogleCloudDialogflowV2CreateConversationModelEvaluationRequest:
      type: object
      properties:
        conversationModelEvaluation:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2ConversationModelEvaluation'
    GoogleCloudDialogflowV2AgentCoachingSuggestionAgentActionSuggestion:
      type: object
      properties:
        agentAction:
          type: string
        duplicateCheckResult:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingSuggestionDuplicateCheckResult'
        sources:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingSuggestionSources'
    GoogleCloudDialogflowV2GeneratorEvaluationConfigAgentAssistInputDataConfig:
      type: object
      properties:
        startTime:
          type: string
          format: date-time
        endTime:
          type: string
          format: date-time
    GoogleCloudDialogflowV2AgentCoachingSuggestionSampleResponse:
      type: object
      properties:
        duplicateCheckResult:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingSuggestionDuplicateCheckResult'
        sources:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingSuggestionSources'
        responseText:
          type: string
    GoogleCloudDialogflowV2SummarizationSectionList:
      type: object
      properties:
        summarizationSections:
          type: array
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationSection'
    GoogleCloudDialogflowV2ToolCall:
      type: object
      properties:
        action:
          type: string
        createTime:
          type: string
          format: date-time
          readOnly: true
        cesApp:
          type: string
        cesToolset:
          type: string
        answerRecord:
          type: string
        toolDisplayDetails:
          type: string
        inputParameters:
          type: object
          additionalProperties:
            description: Properties of the object.
        tool:
          type: string
        toolDisplayName:
          type: string
        state:
          type: string
          enum:
          - STATE_UNSPECIFIED
          - TRIGGERED
          - NEEDS_CONFIRMATION
          x-enumDescriptions:
          - ''
          - ''
          - ''
          readOnly: true
        cesTool:
          type: string
    GoogleCloudDialogflowV2CesToolSpec:
      type: object
      properties:
        confirmationRequirement:
          type: string
          enum:
          - CONFIRMATION_REQUIREMENT_UNSPECIFIED
          - REQUIRED
          - NOT_REQUIRED
          x-enumDescriptions:
          - ''
          - ''
          - ''
        cesTool:
          type: string
    GoogleCloudDialogflowV2EvaluationConfig:
      type: object
      properties:
        smartComposeConfig:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2EvaluationConfigSmartComposeConfig'
        datasets:
          type: array
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2InputDataset'
        smartReplyConfig:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2EvaluationConfigSmartReplyConfig'
    GoogleCloudDialogflowV2ToolCallResultError:
      type: object
      properties:
        retryable:
          type: boolean
        message:
          type: string
    GoogleCloudDialogflowV2ToolsetTool:
      type: object
      properties:
        toolset:
          type: string
        operationId:
          type: string
        confirmationRequirement:
          type: string
          enum:
          - CONFIRMATION_REQUIREMENT_UNSPECIFIED
          - REQUIRED
          - NOT_REQUIRED
          x-enumDescriptions:
          - ''
          - ''
          - ''
    GoogleRpcStatus:
      type: object
      properties:
        message:
          type: string
        code:
          type: integer
          format: int32
        details:
          type: array
          items:
            type: object
            additionalProperties:
              description: Properties of the object. Contains field @type with type URL.
    GoogleCloudDialogflowV2AgentCoachingInstructionDuplicateCheckResult:
      type: object
      properties:
        duplicateSuggestions:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingInstructionDuplicateCheckResultDuplicateSuggestion'
    GoogleCloudDialogflowV2FreeFormSuggestion:
      type: object
      properties:
        response:
          type: string
    GoogleCloudDialogflowV2AgentCoachingContext:
      type: object
      properties:
        version:
          type: string
        instructions:
          type: array
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2AgentCoachingInstruction'
        outputLanguageCode:
          type: string
        overarchingGuidance:
          type: string
    GoogleCloudDialogflowV2GeneratorEvaluationConfigDatasetInputDataConfig:
      type: object
      properties:
        dataset:
          type: string
    GoogleCloudDialogflowV2SummarizationEvaluationMetricsConversationDetailMetricDetailSectionDetail:
      type: object
      properties:
        section:
          type: string
          readOnly: true
        sectionSummary:
          type: string
          readOnly: true
        score:
          type: number
          format: float
          readOnly: true
        evaluationResults:
          type: array
          readOnly: true
          items:
            $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsEvaluationResult'
    GoogleCloudDialogflowV2SummarizationEvaluationMetricsDecomposition:
      type: object
      properties:
        accuracyDecomposition:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluationMetricsAccuracyDecomposition'
        adherenceDecomposition:
          $ref: '#/components/schemas/GoogleCloudDialogflowV2SummarizationEvaluati

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