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    • Overview
    • dialogflow APIs
      • Overview
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    • Changelog
    • Multiprocessing
    • Dialogflow V2
      • agents
        • Overview
        • pagers
          • Overview
          • SearchAgentsAsyncPager
          • SearchAgentsPager
        • AgentsAsyncClient
        • AgentsClient
      • answer_records
        • Overview
        • pagers
          • Overview
          • ListAnswerRecordsAsyncPager
          • ListAnswerRecordsPager
        • AnswerRecordsAsyncClient
        • AnswerRecordsClient
      • contexts
        • Overview
        • pagers
          • Overview
          • ListContextsAsyncPager
          • ListContextsPager
        • ContextsAsyncClient
        • ContextsClient
      • conversation_datasets
        • Overview
        • pagers
          • Overview
          • ListConversationDatasetsAsyncPager
          • ListConversationDatasetsPager
        • ConversationDatasetsAsyncClient
        • ConversationDatasetsClient
      • conversation_models
        • Overview
        • pagers
          • Overview
          • ListConversationModelEvaluationsAsyncPager
          • ListConversationModelEvaluationsPager
          • ListConversationModelsAsyncPager
          • ListConversationModelsPager
        • ConversationModelsAsyncClient
        • ConversationModelsClient
      • conversation_profiles
        • Overview
        • pagers
          • Overview
          • ListConversationProfilesAsyncPager
          • ListConversationProfilesPager
        • ConversationProfilesAsyncClient
        • ConversationProfilesClient
      • conversations
        • Overview
        • pagers
          • Overview
          • ListConversationsAsyncPager
          • ListConversationsPager
          • ListMessagesAsyncPager
          • ListMessagesPager
        • ConversationsAsyncClient
        • ConversationsClient
      • documents
        • Overview
        • pagers
          • Overview
          • ListDocumentsAsyncPager
          • ListDocumentsPager
        • DocumentsAsyncClient
        • DocumentsClient
      • encryption_spec_service
        • Overview
        • EncryptionSpecServiceAsyncClient
        • EncryptionSpecServiceClient
      • entity_types
        • Overview
        • pagers
          • Overview
          • ListEntityTypesAsyncPager
          • ListEntityTypesPager
        • EntityTypesAsyncClient
        • EntityTypesClient
      • environments
        • Overview
        • pagers
          • Overview
          • GetEnvironmentHistoryAsyncPager
          • GetEnvironmentHistoryPager
          • ListEnvironmentsAsyncPager
          • ListEnvironmentsPager
        • EnvironmentsAsyncClient
        • EnvironmentsClient
      • fulfillments
        • Overview
        • FulfillmentsAsyncClient
        • FulfillmentsClient
      • generators
        • Overview
        • pagers
          • Overview
          • ListGeneratorsAsyncPager
          • ListGeneratorsPager
        • GeneratorsAsyncClient
        • GeneratorsClient
      • intents
        • Overview
        • pagers
          • Overview
          • ListIntentsAsyncPager
          • ListIntentsPager
        • IntentsAsyncClient
        • IntentsClient
      • knowledge_bases
        • Overview
        • pagers
          • Overview
          • ListKnowledgeBasesAsyncPager
          • ListKnowledgeBasesPager
        • KnowledgeBasesAsyncClient
        • KnowledgeBasesClient
      • participants
        • Overview
        • pagers
          • Overview
          • ListParticipantsAsyncPager
          • ListParticipantsPager
        • ParticipantsAsyncClient
        • ParticipantsClient
      • session_entity_types
        • Overview
        • pagers
          • Overview
          • ListSessionEntityTypesAsyncPager
          • ListSessionEntityTypesPager
        • SessionEntityTypesAsyncClient
        • SessionEntityTypesClient
      • sessions
        • Overview
        • SessionsAsyncClient
        • SessionsClient
      • versions
        • Overview
        • pagers
          • Overview
          • ListVersionsAsyncPager
          • ListVersionsPager
        • VersionsAsyncClient
        • VersionsClient
      • types
        • Overview
        • Agent
          • Overview
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        • AgentAssistantFeedback
          • Overview
          • AnswerRelevance
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            • Overview
            • TextSectionsEntry
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        • AnalyzeContentRequest
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        • AnnotatedMessagePart
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          • Overview
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          • Overview
          • MetadataEntry
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          • Overview
          • DocumentsMetadataFiltersEntry
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        • AudioInput
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          • Overview
          • AutomatedAgentReplyType
        • BatchCreateEntitiesRequest
        • BatchDeleteEntitiesRequest
        • BatchDeleteEntityTypesRequest
        • BatchDeleteIntentsRequest
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        • BatchUpdateEntityTypesRequest
        • BatchUpdateEntityTypesResponse
        • BatchUpdateIntentsRequest
        • BatchUpdateIntentsResponse
        • ClearSuggestionFeatureConfigOperationMetadata
        • ClearSuggestionFeatureConfigRequest
        • CloudConversationDebuggingInfo
        • CompleteConversationRequest
        • Context
        • Conversation
          • Overview
          • ContextReference
            • Overview
            • ContextContent
              • Overview
              • ContentFormat
            • UpdateMode
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            • Overview
            • MimeContent
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          • Overview
          • Type
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          • Overview
          • ModelType
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        • ConversationModelEvaluation
        • ConversationPhoneNumber
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        • CreateContextRequest
        • CreateConversationDatasetOperationMetadata
        • CreateConversationDatasetRequest
        • CreateConversationModelEvaluationOperationMetadata
          • Overview
          • State
        • CreateConversationModelEvaluationRequest
        • CreateConversationModelOperationMetadata
          • Overview
          • State
        • CreateConversationModelRequest
        • CreateConversationProfileRequest
        • CreateConversationRequest
        • CreateDocumentRequest
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        • CreateIntentRequest
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        • CreateParticipantRequest
        • CreateSessionEntityTypeRequest
        • CreateVersionRequest
        • DeleteAgentRequest
        • DeleteAllContextsRequest
        • DeleteContextRequest
        • DeleteConversationDatasetOperationMetadata
        • DeleteConversationDatasetRequest
        • DeleteConversationModelOperationMetadata
        • DeleteConversationModelRequest
        • DeleteConversationProfileRequest
        • DeleteDocumentRequest
        • DeleteEntityTypeRequest
        • DeleteEnvironmentRequest
        • DeleteGeneratorRequest
        • DeleteIntentRequest
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        • DetectIntentRequest
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          • Overview
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          • Overview
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          • Overview
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          • Overview
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            • Overview
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            • Overview
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          • Overview
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          • Overview
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          • Overview
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            • Overview
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          • Overview
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        • GetAgentRequest
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        • HumanAgentAssistantConfig
          • Overview
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            • Overview
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              • Overview
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              • Overview
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          • Overview
          • LivePersonConfig
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        • ImportAgentRequest
        • ImportConversationDataOperationMetadata
        • ImportConversationDataOperationResponse
        • ImportConversationDataRequest
        • ImportDocumentTemplate
          • Overview
          • MetadataEntry
        • ImportDocumentsRequest
        • ImportDocumentsResponse
        • InferenceParameter
        • IngestContextReferencesRequest
          • Overview
          • ContextReferencesEntry
        • IngestContextReferencesResponse
          • Overview
          • IngestedContextReferencesEntry
        • InitializeEncryptionSpecMetadata
        • InitializeEncryptionSpecRequest
        • InitializeEncryptionSpecResponse
        • InputAudioConfig
        • InputConfig
        • InputDataset
        • InputTextConfig
        • Intent
          • Overview
          • FollowupIntentInfo
          • Message
            • Overview
            • BasicCard
              • Overview
              • Button
                • Overview
                • OpenUriAction
            • BrowseCarouselCard
              • Overview
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                • Overview
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                  • Overview
                  • UrlTypeHint
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            • Card
              • Overview
              • Button
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              • Overview
              • Item
            • ColumnProperties
              • Overview
              • HorizontalAlignment
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              • Overview
              • Item
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              • Overview
              • ResponseMediaObject
              • ResponseMediaType
            • Platform
            • QuickReplies
            • SelectItemInfo
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            • SimpleResponses
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            • Suggestions
            • TableCard
            • TableCardCell
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            • Text
          • Parameter
          • TrainingPhrase
            • Overview
            • Part
            • Type
          • WebhookState
        • IntentBatch
        • IntentSuggestion
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        • KnowledgeAssistAnswer
          • Overview
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            • Overview
            • FaqSource
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              • Overview
              • Snippet
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        • KnowledgeBase
        • KnowledgeOperationMetadata
          • Overview
          • State
        • ListAnswerRecordsRequest
        • ListAnswerRecordsResponse
        • ListContextsRequest
        • ListContextsResponse
        • ListConversationDatasetsRequest
        • ListConversationDatasetsResponse
        • ListConversationModelEvaluationsRequest
        • ListConversationModelEvaluationsResponse
        • ListConversationModelsRequest
        • ListConversationModelsResponse
        • ListConversationProfilesRequest
        • ListConversationProfilesResponse
        • ListConversationsRequest
        • ListConversationsResponse
        • ListDocumentsRequest
        • ListDocumentsResponse
        • ListEntityTypesRequest
        • ListEntityTypesResponse
        • ListEnvironmentsRequest
        • ListEnvironmentsResponse
        • ListGeneratorsRequest
        • ListGeneratorsResponse
        • ListIntentsRequest
        • ListIntentsResponse
        • ListKnowledgeBasesRequest
        • ListKnowledgeBasesResponse
        • ListMessagesRequest
        • ListMessagesResponse
        • ListParticipantsRequest
        • ListParticipantsResponse
        • ListSessionEntityTypesRequest
        • ListSessionEntityTypesResponse
        • ListVersionsRequest
        • ListVersionsResponse
        • LoggingConfig
        • Message
        • MessageAnnotation
        • MessageEntry
          • Overview
          • Role
        • NotificationConfig
          • Overview
          • MessageFormat
        • OriginalDetectIntentRequest
        • OutputAudio
        • OutputAudioConfig
        • OutputAudioEncoding
        • Participant
          • Overview
          • DocumentsMetadataFiltersEntry
          • Role
        • QueryInput
        • QueryParameters
          • Overview
          • WebhookHeadersEntry
        • QueryResult
        • ReloadDocumentRequest
        • RestoreAgentRequest
        • SearchAgentsRequest
        • SearchAgentsResponse
        • SearchKnowledgeAnswer
          • Overview
          • AnswerSource
          • AnswerType
        • SearchKnowledgeRequest
          • Overview
          • QuerySource
          • SearchConfig
            • Overview
            • BoostSpecs
              • Overview
              • BoostSpec
                • Overview
                • ConditionBoostSpec
                  • Overview
                  • BoostControlSpec
                    • Overview
                    • AttributeType
                    • ControlPoint
                    • InterpolationType
            • FilterSpecs
        • SearchKnowledgeResponse
        • Sentiment
        • SentimentAnalysisRequestConfig
        • SentimentAnalysisResult
        • SessionEntityType
          • Overview
          • EntityOverrideMode
        • SetAgentRequest
        • SetSuggestionFeatureConfigOperationMetadata
        • SetSuggestionFeatureConfigRequest
        • SmartReplyAnswer
        • SmartReplyMetrics
          • Overview
          • TopNMetrics
        • SmartReplyModelMetadata
        • SpeechContext
        • SpeechModelVariant
        • SpeechToTextConfig
        • SpeechWordInfo
        • SsmlVoiceGender
        • StreamingAnalyzeContentRequest
        • StreamingAnalyzeContentResponse
        • StreamingDetectIntentRequest
        • StreamingDetectIntentResponse
        • StreamingRecognitionResult
          • Overview
          • MessageType
        • SuggestArticlesRequest
        • SuggestArticlesResponse
        • SuggestConversationSummaryRequest
        • SuggestConversationSummaryResponse
          • Overview
          • Summary
            • Overview
            • TextSectionsEntry
        • SuggestFaqAnswersRequest
        • SuggestFaqAnswersResponse
        • SuggestKnowledgeAssistRequest
        • SuggestKnowledgeAssistResponse
        • SuggestSmartRepliesRequest
        • SuggestSmartRepliesResponse
        • SuggestionFeature
          • Overview
          • Type
        • SuggestionInput
        • SuggestionResult
        • SummarizationContext
        • SummarizationSection
          • Overview
          • Type
        • SummarizationSectionList
        • SummarySuggestion
          • Overview
          • SummarySection
        • SynthesizeSpeechConfig
        • TelephonyDtmf
        • TelephonyDtmfEvents
        • TextInput
        • TextToSpeechSettings
          • Overview
          • SynthesizeSpeechConfigsEntry
        • TrainAgentRequest
        • TriggerEvent
        • UndeployConversationModelOperationMetadata
        • UndeployConversationModelRequest
        • UpdateAnswerRecordRequest
        • UpdateContextRequest
        • UpdateConversationProfileRequest
        • UpdateDocumentRequest
        • UpdateEntityTypeRequest
        • UpdateEnvironmentRequest
        • UpdateFulfillmentRequest
        • UpdateGeneratorRequest
        • UpdateIntentRequest
        • UpdateKnowledgeBaseRequest
        • UpdateParticipantRequest
        • UpdateSessionEntityTypeRequest
        • UpdateVersionRequest
        • ValidationError
          • Overview
          • Severity
        • ValidationResult
        • Version
          • Overview
          • VersionStatus
        • VoiceSelectionParams
        • WebhookRequest
        • WebhookResponse
    • Dialogflow V2beta1
      • agents
        • Overview
        • pagers
          • Overview
          • SearchAgentsAsyncPager
          • SearchAgentsPager
        • AgentsAsyncClient
        • AgentsClient
      • answer_records
        • Overview
        • pagers
          • Overview
          • ListAnswerRecordsAsyncPager
          • ListAnswerRecordsPager
        • AnswerRecordsAsyncClient
        • AnswerRecordsClient
      • contexts
        • Overview
        • pagers
          • Overview
          • ListContextsAsyncPager
          • ListContextsPager
        • ContextsAsyncClient
        • ContextsClient
      • conversation_profiles
        • Overview
        • pagers
          • Overview
          • ListConversationProfilesAsyncPager
          • ListConversationProfilesPager
        • ConversationProfilesAsyncClient
        • ConversationProfilesClient
      • conversations
        • Overview
        • pagers
          • Overview
          • ListConversationsAsyncPager
          • ListConversationsPager
          • ListMessagesAsyncPager
          • ListMessagesPager
        • ConversationsAsyncClient
        • ConversationsClient
      • documents
        • Overview
        • pagers
          • Overview
          • ListDocumentsAsyncPager
          • ListDocumentsPager
        • DocumentsAsyncClient
        • DocumentsClient
      • encryption_spec_service
        • Overview
        • EncryptionSpecServiceAsyncClient
        • EncryptionSpecServiceClient
      • entity_types
        • Overview
        • pagers
          • Overview
          • ListEntityTypesAsyncPager
          • ListEntityTypesPager
        • EntityTypesAsyncClient
        • EntityTypesClient
      • environments
        • Overview
        • pagers
          • Overview
          • GetEnvironmentHistoryAsyncPager
          • GetEnvironmentHistoryPager
          • ListEnvironmentsAsyncPager
          • ListEnvironmentsPager
        • EnvironmentsAsyncClient
        • EnvironmentsClient
      • fulfillments
        • Overview
        • FulfillmentsAsyncClient
        • FulfillmentsClient
      • generators
        • Overview
        • pagers
          • Overview
          • ListGeneratorsAsyncPager
          • ListGeneratorsPager
        • GeneratorsAsyncClient
        • GeneratorsClient
      • intents
        • Overview
        • pagers
          • Overview
          • ListIntentsAsyncPager
          • ListIntentsPager
        • IntentsAsyncClient
        • IntentsClient
      • knowledge_bases
        • Overview
        • pagers
          • Overview
          • ListKnowledgeBasesAsyncPager
          • ListKnowledgeBasesPager
        • KnowledgeBasesAsyncClient
        • KnowledgeBasesClient
      • participants
        • Overview
        • pagers
          • Overview
          • ListParticipantsAsyncPager
          • ListParticipantsPager
          • ListSuggestionsAsyncPager
          • ListSuggestionsPager
        • ParticipantsAsyncClient
        • ParticipantsClient
      • phone_numbers
        • Overview
        • pagers
          • Overview
          • ListPhoneNumbersAsyncPager
          • ListPhoneNumbersPager
        • PhoneNumbersAsyncClient
        • PhoneNumbersClient
      • session_entity_types
        • Overview
        • pagers
          • Overview
          • ListSessionEntityTypesAsyncPager
          • ListSessionEntityTypesPager
        • SessionEntityTypesAsyncClient
        • SessionEntityTypesClient
      • sessions
        • Overview
        • SessionsAsyncClient
        • SessionsClient
      • sip_trunks
        • Overview
        • pagers
          • Overview
          • ListSipTrunksAsyncPager
          • ListSipTrunksPager
        • SipTrunksAsyncClient
        • SipTrunksClient
      • versions
        • Overview
        • pagers
          • Overview
          • ListVersionsAsyncPager
          • ListVersionsPager
        • VersionsAsyncClient
        • VersionsClient
      • types
        • Overview
        • Agent
          • Overview
          • ApiVersion
          • MatchMode
          • Tier
        • AgentAssistantFeedback
          • Overview
          • AnswerRelevance
          • DocumentCorrectness
          • DocumentEfficiency
          • KnowledgeAssistFeedback
          • KnowledgeSearchFeedback
          • SummarizationFeedback
            • Overview
            • TextSectionsEntry
        • AgentAssistantRecord
        • AnalyzeContentRequest
        • AnalyzeContentResponse
        • AnnotatedMessagePart
        • AnswerFeedback
          • Overview
          • CorrectnessLevel
        • AnswerRecord
        • ArticleAnswer
          • Overview
          • MetadataEntry
        • AssistQueryParameters
          • Overview
          • DocumentsMetadataFiltersEntry
        • AudioEncoding
        • AudioInput
        • AutomatedAgentConfig
        • AutomatedAgentReply
          • Overview
          • AutomatedAgentReplyType
        • BargeInConfig
        • BatchCreateEntitiesRequest
        • BatchCreateMessagesRequest
        • BatchCreateMessagesResponse
        • BatchDeleteEntitiesRequest
        • BatchDeleteEntityTypesRequest
        • BatchDeleteIntentsRequest
        • BatchUpdateEntitiesRequest
        • BatchUpdateEntityTypesRequest
        • BatchUpdateEntityTypesResponse
        • BatchUpdateIntentsRequest
        • BatchUpdateIntentsResponse
        • ClearSuggestionFeatureConfigOperationMetadata
        • ClearSuggestionFeatureConfigRequest
        • CloudConversationDebuggingInfo
        • CompileSuggestionRequest
        • CompileSuggestionResponse
        • CompleteConversationRequest
        • Connection
          • Overview
          • CertificateState
          • ErrorDetails
          • State
        • Context
        • Conversation
          • Overview
          • ContextReference
            • Overview
            • ContextContent
              • Overview
              • ContentFormat
            • UpdateMode
          • ConversationStage
          • IngestedContextReferencesEntry
          • LifecycleState
          • TelephonyConnectionInfo
            • Overview
            • MimeContent
            • SipHeader
        • ConversationContext
        • ConversationEvent
          • Overview
          • Type
        • ConversationPhoneNumber
        • ConversationProfile
        • CreateContextRequest
        • CreateConversationProfileRequest
        • CreateConversationRequest
        • CreateDocumentRequest
        • CreateEntityTypeRequest
        • CreateEnvironmentRequest
        • CreateGeneratorRequest
        • CreateIntentRequest
        • CreateKnowledgeBaseRequest
        • CreateMessageRequest
        • CreateParticipantRequest
        • CreateSessionEntityTypeRequest
        • CreateSipTrunkRequest
        • CreateVersionRequest
        • DeleteAgentRequest
        • DeleteAllContextsRequest
        • DeleteContextRequest
        • DeleteConversationProfileRequest
        • DeleteDocumentRequest
        • DeleteEntityTypeRequest
        • DeleteEnvironmentRequest
        • DeleteGeneratorRequest
        • DeleteIntentRequest
        • DeleteKnowledgeBaseRequest
        • DeletePhoneNumberRequest
        • DeleteSessionEntityTypeRequest
        • DeleteSipTrunkRequest
        • DeleteVersionRequest
        • DetectIntentRequest
        • DetectIntentResponse
        • DialogflowAssistAnswer
        • Document
          • Overview
          • KnowledgeType
          • MetadataEntry
          • ReloadStatus
          • State
        • DtmfParameters
        • EncryptionSpec
        • EntityType
          • Overview
          • AutoExpansionMode
          • Entity
          • Kind
        • EntityTypeBatch
        • Environment
          • Overview
          • State
        • EnvironmentHistory
          • Overview
          • Entry
        • EventInput
        • ExportAgentRequest
        • ExportAgentResponse
        • ExportOperationMetadata
        • FaqAnswer
          • Overview
          • MetadataEntry
        • FewShotExample
          • Overview
          • ExtraInfoEntry
        • FreeFormContext
        • FreeFormSuggestion
        • Fulfillment
          • Overview
          • Feature
            • Overview
            • Type
          • GenericWebService
            • Overview
            • RequestHeadersEntry
        • GcsDestination
        • GcsSource
        • GcsSources
        • GenerateStatelessSuggestionRequest
          • Overview
          • ContextReferencesEntry
        • GenerateStatelessSuggestionResponse
        • GenerateStatelessSummaryRequest
          • Overview
          • MinimalConversation
        • GenerateStatelessSummaryResponse
          • Overview
          • Summary
            • Overview
            • TextSectionsEntry
        • GenerateSuggestionsRequest
        • GenerateSuggestionsResponse
          • Overview
          • GeneratorSuggestionAnswer
        • Generator
        • GeneratorSuggestion
        • GetAgentRequest
        • GetAnswerRecordRequest
        • GetContextRequest
        • GetConversationProfileRequest
        • GetConversationRequest
        • GetDocumentRequest
        • GetEncryptionSpecRequest
        • GetEntityTypeRequest
        • GetEnvironmentHistoryRequest
        • GetEnvironmentRequest
        • GetFulfillmentRequest
        • GetGeneratorRequest
        • GetIntentRequest
        • GetKnowledgeBaseRequest
        • GetParticipantRequest
        • GetSessionEntityTypeRequest
        • GetSipTrunkRequest
        • GetValidationResultRequest
        • GetVersionRequest
        • HumanAgentAssistantConfig
          • Overview
          • ConversationModelConfig
          • ConversationProcessConfig
          • MessageAnalysisConfig
          • SuggestionConfig
          • SuggestionFeatureConfig
          • SuggestionQueryConfig
            • Overview
            • ContextFilterSettings
            • DialogflowQuerySource
              • Overview
              • HumanAgentSideConfig
            • DocumentQuerySource
            • KnowledgeBaseQuerySource
            • Sections
              • Overview
              • SectionType
          • SuggestionTriggerSettings
        • HumanAgentAssistantEvent
        • HumanAgentHandoffConfig
          • Overview
          • LivePersonConfig
          • SalesforceLiveAgentConfig
        • ImportAgentRequest
        • ImportDocumentTemplate
          • Overview
          • MetadataEntry
        • ImportDocumentsRequest
        • ImportDocumentsResponse
        • InferenceParameter
        • IngestContextReferencesRequest
          • Overview
          • ContextReferencesEntry
        • IngestContextReferencesResponse
          • Overview
          • IngestedContextReferencesEntry
        • InitializeEncryptionSpecMetadata
        • InitializeEncryptionSpecRequest
        • InitializeEncryptionSpecResponse
        • InputAudioConfig
        • InputTextConfig
        • Intent
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Multiprocessing

NOTE: Because this client uses grpc library, it is safe to share instances across threads. In multiprocessing scenarios, the best practice is to create client instances after the invocation of os.fork() by multiprocessing.pool.Pool or multiprocessing.Process.

Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.

Last updated 2025-05-02 UTC.

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