Class: Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/dialogflow/v2/conversation_profile.rb

Overview

Defines the Human Agent Assist to connect to a conversation.

Defined Under Namespace

Classes: ConversationModelConfig, ConversationProcessConfig, MessageAnalysisConfig, SuggestionConfig, SuggestionFeatureConfig, SuggestionQueryConfig, SuggestionTriggerSettings

Instance Attribute Summary collapse

Instance Attribute Details

#end_user_suggestion_config ⇒ ::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionConfig

Returns Configuration for agent assistance of end user participant.

Currently, this feature is not general available, please contact Google to get access.

Returns:



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# File 'proto_docs/google/cloud/dialogflow/v2/conversation_profile.rb', line 226

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

  # Settings of suggestion trigger.
  # @!attribute [rw] no_smalltalk
  #   @return [::Boolean]
  #     Do not trigger if last utterance is small talk.
  # @!attribute [rw] only_end_user
  #   @return [::Boolean]
  #     Only trigger suggestion if participant role of last utterance is
  #     END_USER.
  class SuggestionTriggerSettings
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config for suggestion features.
  # @!attribute [rw] suggestion_feature
  #   @return [::Google::Cloud::Dialogflow::V2::SuggestionFeature]
  #     The suggestion feature.
  # @!attribute [rw] enable_event_based_suggestion
  #   @return [::Boolean]
  #     Automatically iterates all participants and tries to compile
  #     suggestions.
  #
  #     Supported features: ARTICLE_SUGGESTION, FAQ, DIALOGFLOW_ASSIST,
  #     KNOWLEDGE_ASSIST.
  # @!attribute [rw] disable_agent_query_logging
  #   @return [::Boolean]
  #     Optional. Disable the logging of search queries sent by human agents. It
  #     can prevent those queries from being stored at answer records.
  #
  #     Supported features: KNOWLEDGE_SEARCH.
  # @!attribute [rw] enable_query_suggestion_when_no_answer
  #   @return [::Boolean]
  #     Optional. Enable query suggestion even if we can't find its answer.
  #     By default, queries are suggested only if we find its answer.
  #     Supported features: KNOWLEDGE_ASSIST
  # @!attribute [rw] enable_conversation_augmented_query
  #   @return [::Boolean]
  #     Optional. Enable including conversation context during query answer
  #     generation. Supported features: KNOWLEDGE_SEARCH.
  # @!attribute [rw] enable_query_suggestion_only
  #   @return [::Boolean]
  #     Optional. Enable query suggestion only.
  #     Supported features: KNOWLEDGE_ASSIST
  # @!attribute [rw] suggestion_trigger_settings
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionTriggerSettings]
  #     Settings of suggestion trigger.
  #
  #     Currently, only ARTICLE_SUGGESTION and FAQ will use this field.
  # @!attribute [rw] query_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig]
  #     Configs of query.
  # @!attribute [rw] conversation_model_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationModelConfig]
  #     Configs of custom conversation model.
  # @!attribute [rw] conversation_process_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationProcessConfig]
  #     Configs for processing conversation.
  class SuggestionFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Detail human agent assistant config.
  # @!attribute [rw] feature_configs
  #   @return [::Array<::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionFeatureConfig>]
  #     Configuration of different suggestion features. One feature can have only
  #     one config.
  # @!attribute [rw] group_suggestion_responses
  #   @return [::Boolean]
  #     If `group_suggestion_responses` is false, and there are multiple
  #     `feature_configs` in `event based suggestion` or
  #     StreamingAnalyzeContent, we will try to deliver suggestions to customers
  #     as soon as we get new suggestion. Different type of suggestions based on
  #     the same context will be in  separate Pub/Sub event or
  #     `StreamingAnalyzeContentResponse`.
  #
  #     If `group_suggestion_responses` set to true. All the suggestions to the
  #     same participant based on the same context will be grouped into a single
  #     Pub/Sub event or StreamingAnalyzeContentResponse.
  # @!attribute [rw] generators
  #   @return [::Array<::String>]
  #     Optional. List of various generator resource names used in the
  #     conversation profile.
  # @!attribute [rw] disable_high_latency_features_sync_delivery
  #   @return [::Boolean]
  #     Optional. When disable_high_latency_features_sync_delivery is true and
  #     using the AnalyzeContent API, we will not deliver the responses from high
  #     latency features in the API response. The
  #     human_agent_assistant_config.notification_config must be configured and
  #     enable_event_based_suggestion must be set to true to receive the
  #     responses from high latency features in Pub/Sub. High latency feature(s):
  #     KNOWLEDGE_ASSIST
  class SuggestionConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config for suggestion query.
  # @!attribute [rw] knowledge_base_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::KnowledgeBaseQuerySource]
  #     Query from knowledgebase. It is used by:
  #     ARTICLE_SUGGESTION, FAQ.
  # @!attribute [rw] document_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DocumentQuerySource]
  #     Query from knowledge base document. It is used by:
  #     SMART_REPLY, SMART_COMPOSE.
  # @!attribute [rw] dialogflow_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DialogflowQuerySource]
  #     Query from Dialogflow agent. It is used by DIALOGFLOW_ASSIST.
  # @!attribute [rw] max_results
  #   @return [::Integer]
  #     Maximum number of results to return. Currently, if unset, defaults to 10.
  #     And the max number is 20.
  # @!attribute [rw] confidence_threshold
  #   @return [::Float]
  #     Confidence threshold of query result.
  #
  #     Agent Assist gives each suggestion a score in the range [0.0, 1.0], based
  #     on the relevance between the suggestion and the current conversation
  #     context. A score of 0.0 has no relevance, while a score of 1.0 has high
  #     relevance. Only suggestions with a score greater than or equal to the
  #     value of this field are included in the results.
  #
  #     For a baseline model (the default), the recommended value is in the range
  #     [0.05, 0.1].
  #
  #     For a custom model, there is no recommended value. Tune this value by
  #     starting from a very low value and slowly increasing until you have
  #     desired results.
  #
  #     If this field is not set, it defaults to 0.0, which means that all
  #     suggestions are returned.
  #
  #     Supported features: ARTICLE_SUGGESTION, FAQ, SMART_REPLY, SMART_COMPOSE,
  #     KNOWLEDGE_SEARCH, KNOWLEDGE_ASSIST, ENTITY_EXTRACTION.
  # @!attribute [rw] context_filter_settings
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::ContextFilterSettings]
  #     Determines how recent conversation context is filtered when generating
  #     suggestions. If unspecified, no messages will be dropped.
  # @!attribute [rw] sections
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::Sections]
  #     Optional. The customized sections chosen to return when requesting a
  #     summary of a conversation.
  # @!attribute [rw] context_size
  #   @return [::Integer]
  #     Optional. The number of recent messages to include in the context.
  #     Supported features: KNOWLEDGE_ASSIST.
  class SuggestionQueryConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Knowledge base source settings.
    #
    # Supported features: ARTICLE_SUGGESTION, FAQ.
    # @!attribute [rw] knowledge_bases
    #   @return [::Array<::String>]
    #     Required. Knowledge bases to query. Format:
    #     `projects/<Project ID>/locations/<Location
    #     ID>/knowledgeBases/<Knowledge Base ID>`. Currently, at most 5 knowledge
    #     bases are supported.
    class KnowledgeBaseQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Document source settings.
    #
    # Supported features: SMART_REPLY, SMART_COMPOSE.
    # @!attribute [rw] documents
    #   @return [::Array<::String>]
    #     Required. Knowledge documents to query from. Format:
    #     `projects/<Project ID>/locations/<Location
    #     ID>/knowledgeBases/<KnowledgeBase ID>/documents/<Document ID>`.
    #     Currently, at most 5 documents are supported.
    class DocumentQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Dialogflow source setting.
    #
    # Supported feature: DIALOGFLOW_ASSIST.
    # @!attribute [rw] agent
    #   @return [::String]
    #     Required. The name of a Dialogflow virtual agent used for end user side
    #     intent detection and suggestion. Format: `projects/<Project
    #     ID>/locations/<Location ID>/agent`. When multiple agents are allowed in
    #     the same Dialogflow project.
    # @!attribute [rw] human_agent_side_config
    #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DialogflowQuerySource::HumanAgentSideConfig]
    #     Optional. The Dialogflow assist configuration for human agent.
    class DialogflowQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # The configuration used for human agent side Dialogflow assist
      # suggestion.
      # @!attribute [rw] agent
      #   @return [::String]
      #     Optional. The name of a dialogflow virtual agent used for intent
      #     detection and suggestion triggered by human agent.
      #     Format: `projects/<Project ID>/locations/<Location ID>/agent`.
      class HumanAgentSideConfig
        include ::Google::Protobuf::MessageExts
        extend ::Google::Protobuf::MessageExts::ClassMethods
      end
    end

    # Settings that determine how to filter recent conversation context when
    # generating suggestions.
    # @!attribute [rw] drop_handoff_messages
    #   @return [::Boolean]
    #     If set to true, the last message from virtual agent (hand off message)
    #     and the message before it (trigger message of hand off) are dropped.
    # @!attribute [rw] drop_virtual_agent_messages
    #   @return [::Boolean]
    #     If set to true, all messages from virtual agent are dropped.
    # @!attribute [rw] drop_ivr_messages
    #   @return [::Boolean]
    #     If set to true, all messages from ivr stage are dropped.
    class ContextFilterSettings
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Custom sections to return when requesting a summary of a conversation.
    # This is only supported when `baseline_model_version` == '2.0'.
    #
    # Supported features: CONVERSATION_SUMMARIZATION,
    # CONVERSATION_SUMMARIZATION_VOICE.
    # @!attribute [rw] section_types
    #   @return [::Array<::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::Sections::SectionType>]
    #     The selected sections chosen to return when requesting a summary of a
    #     conversation. A duplicate selected section will be treated as a single
    #     selected section. If section types are not provided, the default will
    #     be \\{SITUATION, ACTION, RESULT}.
    class Sections
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # Selectable sections to return when requesting a summary of a
      # conversation.
      module SectionType
        # Undefined section type, does not return anything.
        SECTION_TYPE_UNSPECIFIED = 0

        # What the customer needs help with or has question about.
        # Section name: "situation".
        SITUATION = 1

        # What the agent does to help the customer.
        # Section name: "action".
        ACTION = 2

        # Result of the customer service. A single word describing the result
        # of the conversation.
        # Section name: "resolution".
        RESOLUTION = 3

        # Reason for cancellation if the customer requests for a cancellation.
        # "N/A" otherwise.
        # Section name: "reason_for_cancellation".
        REASON_FOR_CANCELLATION = 4

        # "Unsatisfied" or "Satisfied" depending on the customer's feelings at
        # the end of the conversation.
        # Section name: "customer_satisfaction".
        CUSTOMER_SATISFACTION = 5

        # Key entities extracted from the conversation, such as ticket number,
        # order number, dollar amount, etc.
        # Section names are prefixed by "entities/".
        ENTITIES = 6
      end
    end
  end

  # Custom conversation models used in agent assist feature.
  #
  # Supported feature: ARTICLE_SUGGESTION, SMART_COMPOSE, SMART_REPLY,
  # CONVERSATION_SUMMARIZATION.
  # @!attribute [rw] model
  #   @return [::String]
  #     Conversation model resource name. Format: `projects/<Project
  #     ID>/conversationModels/<Model ID>`.
  # @!attribute [rw] baseline_model_version
  #   @return [::String]
  #     Version of current baseline model. It will be ignored if
  #     {::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationModelConfig#model model}
  #     is set. Valid versions are:
  #       Article Suggestion baseline model:
  #         - 0.9
  #         - 1.0 (default)
  #       Summarization baseline model:
  #         - 1.0
  class ConversationModelConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config to process conversation.
  # @!attribute [rw] recent_sentences_count
  #   @return [::Integer]
  #     Number of recent non-small-talk sentences to use as context for article
  #     and FAQ suggestion
  class ConversationProcessConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Configuration for analyses to run on each conversation message.
  # @!attribute [rw] enable_entity_extraction
  #   @return [::Boolean]
  #     Enable entity extraction in conversation messages on [agent assist
  #     stage](https://cloud.google.com/dialogflow/priv/docs/contact-center/basics#stages).
  #     If unspecified, defaults to false.
  #
  #     Currently, this feature is not general available, please contact Google
  #     to get access.
  # @!attribute [rw] enable_sentiment_analysis
  #   @return [::Boolean]
  #     Enable sentiment analysis in conversation messages on [agent assist
  #     stage](https://cloud.google.com/dialogflow/priv/docs/contact-center/basics#stages).
  #     If unspecified, defaults to false. Sentiment analysis inspects user input
  #     and identifies the prevailing subjective opinion, especially to determine
  #     a user's attitude as positive, negative, or neutral:
  #     https://cloud.google.com/natural-language/docs/basics#sentiment_analysis
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Participants::Client#streaming_analyze_content Participants.StreamingAnalyzeContent}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::StreamingAnalyzeContentResponse#message StreamingAnalyzeContentResponse.message.SentimentAnalysisResult}.
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Participants::Client#analyze_content Participants.AnalyzeContent}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::AnalyzeContentResponse#message AnalyzeContentResponse.message.SentimentAnalysisResult}
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Conversations::Client#list_messages Conversations.ListMessages}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::ListMessagesResponse#messages ListMessagesResponse.messages.SentimentAnalysisResult}
  #     If Pub/Sub notification is configured, result will be in
  #     {::Google::Cloud::Dialogflow::V2::ConversationEvent#new_message_payload ConversationEvent.new_message_payload.SentimentAnalysisResult}.
  class MessageAnalysisConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#human_agent_suggestion_config ⇒ ::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionConfig

Returns Configuration for agent assistance of human agent participant.

Returns:



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# File 'proto_docs/google/cloud/dialogflow/v2/conversation_profile.rb', line 226

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

  # Settings of suggestion trigger.
  # @!attribute [rw] no_smalltalk
  #   @return [::Boolean]
  #     Do not trigger if last utterance is small talk.
  # @!attribute [rw] only_end_user
  #   @return [::Boolean]
  #     Only trigger suggestion if participant role of last utterance is
  #     END_USER.
  class SuggestionTriggerSettings
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config for suggestion features.
  # @!attribute [rw] suggestion_feature
  #   @return [::Google::Cloud::Dialogflow::V2::SuggestionFeature]
  #     The suggestion feature.
  # @!attribute [rw] enable_event_based_suggestion
  #   @return [::Boolean]
  #     Automatically iterates all participants and tries to compile
  #     suggestions.
  #
  #     Supported features: ARTICLE_SUGGESTION, FAQ, DIALOGFLOW_ASSIST,
  #     KNOWLEDGE_ASSIST.
  # @!attribute [rw] disable_agent_query_logging
  #   @return [::Boolean]
  #     Optional. Disable the logging of search queries sent by human agents. It
  #     can prevent those queries from being stored at answer records.
  #
  #     Supported features: KNOWLEDGE_SEARCH.
  # @!attribute [rw] enable_query_suggestion_when_no_answer
  #   @return [::Boolean]
  #     Optional. Enable query suggestion even if we can't find its answer.
  #     By default, queries are suggested only if we find its answer.
  #     Supported features: KNOWLEDGE_ASSIST
  # @!attribute [rw] enable_conversation_augmented_query
  #   @return [::Boolean]
  #     Optional. Enable including conversation context during query answer
  #     generation. Supported features: KNOWLEDGE_SEARCH.
  # @!attribute [rw] enable_query_suggestion_only
  #   @return [::Boolean]
  #     Optional. Enable query suggestion only.
  #     Supported features: KNOWLEDGE_ASSIST
  # @!attribute [rw] suggestion_trigger_settings
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionTriggerSettings]
  #     Settings of suggestion trigger.
  #
  #     Currently, only ARTICLE_SUGGESTION and FAQ will use this field.
  # @!attribute [rw] query_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig]
  #     Configs of query.
  # @!attribute [rw] conversation_model_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationModelConfig]
  #     Configs of custom conversation model.
  # @!attribute [rw] conversation_process_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationProcessConfig]
  #     Configs for processing conversation.
  class SuggestionFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Detail human agent assistant config.
  # @!attribute [rw] feature_configs
  #   @return [::Array<::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionFeatureConfig>]
  #     Configuration of different suggestion features. One feature can have only
  #     one config.
  # @!attribute [rw] group_suggestion_responses
  #   @return [::Boolean]
  #     If `group_suggestion_responses` is false, and there are multiple
  #     `feature_configs` in `event based suggestion` or
  #     StreamingAnalyzeContent, we will try to deliver suggestions to customers
  #     as soon as we get new suggestion. Different type of suggestions based on
  #     the same context will be in  separate Pub/Sub event or
  #     `StreamingAnalyzeContentResponse`.
  #
  #     If `group_suggestion_responses` set to true. All the suggestions to the
  #     same participant based on the same context will be grouped into a single
  #     Pub/Sub event or StreamingAnalyzeContentResponse.
  # @!attribute [rw] generators
  #   @return [::Array<::String>]
  #     Optional. List of various generator resource names used in the
  #     conversation profile.
  # @!attribute [rw] disable_high_latency_features_sync_delivery
  #   @return [::Boolean]
  #     Optional. When disable_high_latency_features_sync_delivery is true and
  #     using the AnalyzeContent API, we will not deliver the responses from high
  #     latency features in the API response. The
  #     human_agent_assistant_config.notification_config must be configured and
  #     enable_event_based_suggestion must be set to true to receive the
  #     responses from high latency features in Pub/Sub. High latency feature(s):
  #     KNOWLEDGE_ASSIST
  class SuggestionConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config for suggestion query.
  # @!attribute [rw] knowledge_base_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::KnowledgeBaseQuerySource]
  #     Query from knowledgebase. It is used by:
  #     ARTICLE_SUGGESTION, FAQ.
  # @!attribute [rw] document_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DocumentQuerySource]
  #     Query from knowledge base document. It is used by:
  #     SMART_REPLY, SMART_COMPOSE.
  # @!attribute [rw] dialogflow_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DialogflowQuerySource]
  #     Query from Dialogflow agent. It is used by DIALOGFLOW_ASSIST.
  # @!attribute [rw] max_results
  #   @return [::Integer]
  #     Maximum number of results to return. Currently, if unset, defaults to 10.
  #     And the max number is 20.
  # @!attribute [rw] confidence_threshold
  #   @return [::Float]
  #     Confidence threshold of query result.
  #
  #     Agent Assist gives each suggestion a score in the range [0.0, 1.0], based
  #     on the relevance between the suggestion and the current conversation
  #     context. A score of 0.0 has no relevance, while a score of 1.0 has high
  #     relevance. Only suggestions with a score greater than or equal to the
  #     value of this field are included in the results.
  #
  #     For a baseline model (the default), the recommended value is in the range
  #     [0.05, 0.1].
  #
  #     For a custom model, there is no recommended value. Tune this value by
  #     starting from a very low value and slowly increasing until you have
  #     desired results.
  #
  #     If this field is not set, it defaults to 0.0, which means that all
  #     suggestions are returned.
  #
  #     Supported features: ARTICLE_SUGGESTION, FAQ, SMART_REPLY, SMART_COMPOSE,
  #     KNOWLEDGE_SEARCH, KNOWLEDGE_ASSIST, ENTITY_EXTRACTION.
  # @!attribute [rw] context_filter_settings
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::ContextFilterSettings]
  #     Determines how recent conversation context is filtered when generating
  #     suggestions. If unspecified, no messages will be dropped.
  # @!attribute [rw] sections
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::Sections]
  #     Optional. The customized sections chosen to return when requesting a
  #     summary of a conversation.
  # @!attribute [rw] context_size
  #   @return [::Integer]
  #     Optional. The number of recent messages to include in the context.
  #     Supported features: KNOWLEDGE_ASSIST.
  class SuggestionQueryConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Knowledge base source settings.
    #
    # Supported features: ARTICLE_SUGGESTION, FAQ.
    # @!attribute [rw] knowledge_bases
    #   @return [::Array<::String>]
    #     Required. Knowledge bases to query. Format:
    #     `projects/<Project ID>/locations/<Location
    #     ID>/knowledgeBases/<Knowledge Base ID>`. Currently, at most 5 knowledge
    #     bases are supported.
    class KnowledgeBaseQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Document source settings.
    #
    # Supported features: SMART_REPLY, SMART_COMPOSE.
    # @!attribute [rw] documents
    #   @return [::Array<::String>]
    #     Required. Knowledge documents to query from. Format:
    #     `projects/<Project ID>/locations/<Location
    #     ID>/knowledgeBases/<KnowledgeBase ID>/documents/<Document ID>`.
    #     Currently, at most 5 documents are supported.
    class DocumentQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Dialogflow source setting.
    #
    # Supported feature: DIALOGFLOW_ASSIST.
    # @!attribute [rw] agent
    #   @return [::String]
    #     Required. The name of a Dialogflow virtual agent used for end user side
    #     intent detection and suggestion. Format: `projects/<Project
    #     ID>/locations/<Location ID>/agent`. When multiple agents are allowed in
    #     the same Dialogflow project.
    # @!attribute [rw] human_agent_side_config
    #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DialogflowQuerySource::HumanAgentSideConfig]
    #     Optional. The Dialogflow assist configuration for human agent.
    class DialogflowQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # The configuration used for human agent side Dialogflow assist
      # suggestion.
      # @!attribute [rw] agent
      #   @return [::String]
      #     Optional. The name of a dialogflow virtual agent used for intent
      #     detection and suggestion triggered by human agent.
      #     Format: `projects/<Project ID>/locations/<Location ID>/agent`.
      class HumanAgentSideConfig
        include ::Google::Protobuf::MessageExts
        extend ::Google::Protobuf::MessageExts::ClassMethods
      end
    end

    # Settings that determine how to filter recent conversation context when
    # generating suggestions.
    # @!attribute [rw] drop_handoff_messages
    #   @return [::Boolean]
    #     If set to true, the last message from virtual agent (hand off message)
    #     and the message before it (trigger message of hand off) are dropped.
    # @!attribute [rw] drop_virtual_agent_messages
    #   @return [::Boolean]
    #     If set to true, all messages from virtual agent are dropped.
    # @!attribute [rw] drop_ivr_messages
    #   @return [::Boolean]
    #     If set to true, all messages from ivr stage are dropped.
    class ContextFilterSettings
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Custom sections to return when requesting a summary of a conversation.
    # This is only supported when `baseline_model_version` == '2.0'.
    #
    # Supported features: CONVERSATION_SUMMARIZATION,
    # CONVERSATION_SUMMARIZATION_VOICE.
    # @!attribute [rw] section_types
    #   @return [::Array<::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::Sections::SectionType>]
    #     The selected sections chosen to return when requesting a summary of a
    #     conversation. A duplicate selected section will be treated as a single
    #     selected section. If section types are not provided, the default will
    #     be \\{SITUATION, ACTION, RESULT}.
    class Sections
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # Selectable sections to return when requesting a summary of a
      # conversation.
      module SectionType
        # Undefined section type, does not return anything.
        SECTION_TYPE_UNSPECIFIED = 0

        # What the customer needs help with or has question about.
        # Section name: "situation".
        SITUATION = 1

        # What the agent does to help the customer.
        # Section name: "action".
        ACTION = 2

        # Result of the customer service. A single word describing the result
        # of the conversation.
        # Section name: "resolution".
        RESOLUTION = 3

        # Reason for cancellation if the customer requests for a cancellation.
        # "N/A" otherwise.
        # Section name: "reason_for_cancellation".
        REASON_FOR_CANCELLATION = 4

        # "Unsatisfied" or "Satisfied" depending on the customer's feelings at
        # the end of the conversation.
        # Section name: "customer_satisfaction".
        CUSTOMER_SATISFACTION = 5

        # Key entities extracted from the conversation, such as ticket number,
        # order number, dollar amount, etc.
        # Section names are prefixed by "entities/".
        ENTITIES = 6
      end
    end
  end

  # Custom conversation models used in agent assist feature.
  #
  # Supported feature: ARTICLE_SUGGESTION, SMART_COMPOSE, SMART_REPLY,
  # CONVERSATION_SUMMARIZATION.
  # @!attribute [rw] model
  #   @return [::String]
  #     Conversation model resource name. Format: `projects/<Project
  #     ID>/conversationModels/<Model ID>`.
  # @!attribute [rw] baseline_model_version
  #   @return [::String]
  #     Version of current baseline model. It will be ignored if
  #     {::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationModelConfig#model model}
  #     is set. Valid versions are:
  #       Article Suggestion baseline model:
  #         - 0.9
  #         - 1.0 (default)
  #       Summarization baseline model:
  #         - 1.0
  class ConversationModelConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config to process conversation.
  # @!attribute [rw] recent_sentences_count
  #   @return [::Integer]
  #     Number of recent non-small-talk sentences to use as context for article
  #     and FAQ suggestion
  class ConversationProcessConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Configuration for analyses to run on each conversation message.
  # @!attribute [rw] enable_entity_extraction
  #   @return [::Boolean]
  #     Enable entity extraction in conversation messages on [agent assist
  #     stage](https://cloud.google.com/dialogflow/priv/docs/contact-center/basics#stages).
  #     If unspecified, defaults to false.
  #
  #     Currently, this feature is not general available, please contact Google
  #     to get access.
  # @!attribute [rw] enable_sentiment_analysis
  #   @return [::Boolean]
  #     Enable sentiment analysis in conversation messages on [agent assist
  #     stage](https://cloud.google.com/dialogflow/priv/docs/contact-center/basics#stages).
  #     If unspecified, defaults to false. Sentiment analysis inspects user input
  #     and identifies the prevailing subjective opinion, especially to determine
  #     a user's attitude as positive, negative, or neutral:
  #     https://cloud.google.com/natural-language/docs/basics#sentiment_analysis
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Participants::Client#streaming_analyze_content Participants.StreamingAnalyzeContent}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::StreamingAnalyzeContentResponse#message StreamingAnalyzeContentResponse.message.SentimentAnalysisResult}.
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Participants::Client#analyze_content Participants.AnalyzeContent}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::AnalyzeContentResponse#message AnalyzeContentResponse.message.SentimentAnalysisResult}
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Conversations::Client#list_messages Conversations.ListMessages}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::ListMessagesResponse#messages ListMessagesResponse.messages.SentimentAnalysisResult}
  #     If Pub/Sub notification is configured, result will be in
  #     {::Google::Cloud::Dialogflow::V2::ConversationEvent#new_message_payload ConversationEvent.new_message_payload.SentimentAnalysisResult}.
  class MessageAnalysisConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#message_analysis_config ⇒ ::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::MessageAnalysisConfig

Returns Configuration for message analysis.

Returns:



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# File 'proto_docs/google/cloud/dialogflow/v2/conversation_profile.rb', line 226

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

  # Settings of suggestion trigger.
  # @!attribute [rw] no_smalltalk
  #   @return [::Boolean]
  #     Do not trigger if last utterance is small talk.
  # @!attribute [rw] only_end_user
  #   @return [::Boolean]
  #     Only trigger suggestion if participant role of last utterance is
  #     END_USER.
  class SuggestionTriggerSettings
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config for suggestion features.
  # @!attribute [rw] suggestion_feature
  #   @return [::Google::Cloud::Dialogflow::V2::SuggestionFeature]
  #     The suggestion feature.
  # @!attribute [rw] enable_event_based_suggestion
  #   @return [::Boolean]
  #     Automatically iterates all participants and tries to compile
  #     suggestions.
  #
  #     Supported features: ARTICLE_SUGGESTION, FAQ, DIALOGFLOW_ASSIST,
  #     KNOWLEDGE_ASSIST.
  # @!attribute [rw] disable_agent_query_logging
  #   @return [::Boolean]
  #     Optional. Disable the logging of search queries sent by human agents. It
  #     can prevent those queries from being stored at answer records.
  #
  #     Supported features: KNOWLEDGE_SEARCH.
  # @!attribute [rw] enable_query_suggestion_when_no_answer
  #   @return [::Boolean]
  #     Optional. Enable query suggestion even if we can't find its answer.
  #     By default, queries are suggested only if we find its answer.
  #     Supported features: KNOWLEDGE_ASSIST
  # @!attribute [rw] enable_conversation_augmented_query
  #   @return [::Boolean]
  #     Optional. Enable including conversation context during query answer
  #     generation. Supported features: KNOWLEDGE_SEARCH.
  # @!attribute [rw] enable_query_suggestion_only
  #   @return [::Boolean]
  #     Optional. Enable query suggestion only.
  #     Supported features: KNOWLEDGE_ASSIST
  # @!attribute [rw] suggestion_trigger_settings
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionTriggerSettings]
  #     Settings of suggestion trigger.
  #
  #     Currently, only ARTICLE_SUGGESTION and FAQ will use this field.
  # @!attribute [rw] query_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig]
  #     Configs of query.
  # @!attribute [rw] conversation_model_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationModelConfig]
  #     Configs of custom conversation model.
  # @!attribute [rw] conversation_process_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationProcessConfig]
  #     Configs for processing conversation.
  class SuggestionFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Detail human agent assistant config.
  # @!attribute [rw] feature_configs
  #   @return [::Array<::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionFeatureConfig>]
  #     Configuration of different suggestion features. One feature can have only
  #     one config.
  # @!attribute [rw] group_suggestion_responses
  #   @return [::Boolean]
  #     If `group_suggestion_responses` is false, and there are multiple
  #     `feature_configs` in `event based suggestion` or
  #     StreamingAnalyzeContent, we will try to deliver suggestions to customers
  #     as soon as we get new suggestion. Different type of suggestions based on
  #     the same context will be in  separate Pub/Sub event or
  #     `StreamingAnalyzeContentResponse`.
  #
  #     If `group_suggestion_responses` set to true. All the suggestions to the
  #     same participant based on the same context will be grouped into a single
  #     Pub/Sub event or StreamingAnalyzeContentResponse.
  # @!attribute [rw] generators
  #   @return [::Array<::String>]
  #     Optional. List of various generator resource names used in the
  #     conversation profile.
  # @!attribute [rw] disable_high_latency_features_sync_delivery
  #   @return [::Boolean]
  #     Optional. When disable_high_latency_features_sync_delivery is true and
  #     using the AnalyzeContent API, we will not deliver the responses from high
  #     latency features in the API response. The
  #     human_agent_assistant_config.notification_config must be configured and
  #     enable_event_based_suggestion must be set to true to receive the
  #     responses from high latency features in Pub/Sub. High latency feature(s):
  #     KNOWLEDGE_ASSIST
  class SuggestionConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config for suggestion query.
  # @!attribute [rw] knowledge_base_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::KnowledgeBaseQuerySource]
  #     Query from knowledgebase. It is used by:
  #     ARTICLE_SUGGESTION, FAQ.
  # @!attribute [rw] document_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DocumentQuerySource]
  #     Query from knowledge base document. It is used by:
  #     SMART_REPLY, SMART_COMPOSE.
  # @!attribute [rw] dialogflow_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DialogflowQuerySource]
  #     Query from Dialogflow agent. It is used by DIALOGFLOW_ASSIST.
  # @!attribute [rw] max_results
  #   @return [::Integer]
  #     Maximum number of results to return. Currently, if unset, defaults to 10.
  #     And the max number is 20.
  # @!attribute [rw] confidence_threshold
  #   @return [::Float]
  #     Confidence threshold of query result.
  #
  #     Agent Assist gives each suggestion a score in the range [0.0, 1.0], based
  #     on the relevance between the suggestion and the current conversation
  #     context. A score of 0.0 has no relevance, while a score of 1.0 has high
  #     relevance. Only suggestions with a score greater than or equal to the
  #     value of this field are included in the results.
  #
  #     For a baseline model (the default), the recommended value is in the range
  #     [0.05, 0.1].
  #
  #     For a custom model, there is no recommended value. Tune this value by
  #     starting from a very low value and slowly increasing until you have
  #     desired results.
  #
  #     If this field is not set, it defaults to 0.0, which means that all
  #     suggestions are returned.
  #
  #     Supported features: ARTICLE_SUGGESTION, FAQ, SMART_REPLY, SMART_COMPOSE,
  #     KNOWLEDGE_SEARCH, KNOWLEDGE_ASSIST, ENTITY_EXTRACTION.
  # @!attribute [rw] context_filter_settings
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::ContextFilterSettings]
  #     Determines how recent conversation context is filtered when generating
  #     suggestions. If unspecified, no messages will be dropped.
  # @!attribute [rw] sections
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::Sections]
  #     Optional. The customized sections chosen to return when requesting a
  #     summary of a conversation.
  # @!attribute [rw] context_size
  #   @return [::Integer]
  #     Optional. The number of recent messages to include in the context.
  #     Supported features: KNOWLEDGE_ASSIST.
  class SuggestionQueryConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Knowledge base source settings.
    #
    # Supported features: ARTICLE_SUGGESTION, FAQ.
    # @!attribute [rw] knowledge_bases
    #   @return [::Array<::String>]
    #     Required. Knowledge bases to query. Format:
    #     `projects/<Project ID>/locations/<Location
    #     ID>/knowledgeBases/<Knowledge Base ID>`. Currently, at most 5 knowledge
    #     bases are supported.
    class KnowledgeBaseQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Document source settings.
    #
    # Supported features: SMART_REPLY, SMART_COMPOSE.
    # @!attribute [rw] documents
    #   @return [::Array<::String>]
    #     Required. Knowledge documents to query from. Format:
    #     `projects/<Project ID>/locations/<Location
    #     ID>/knowledgeBases/<KnowledgeBase ID>/documents/<Document ID>`.
    #     Currently, at most 5 documents are supported.
    class DocumentQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Dialogflow source setting.
    #
    # Supported feature: DIALOGFLOW_ASSIST.
    # @!attribute [rw] agent
    #   @return [::String]
    #     Required. The name of a Dialogflow virtual agent used for end user side
    #     intent detection and suggestion. Format: `projects/<Project
    #     ID>/locations/<Location ID>/agent`. When multiple agents are allowed in
    #     the same Dialogflow project.
    # @!attribute [rw] human_agent_side_config
    #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DialogflowQuerySource::HumanAgentSideConfig]
    #     Optional. The Dialogflow assist configuration for human agent.
    class DialogflowQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # The configuration used for human agent side Dialogflow assist
      # suggestion.
      # @!attribute [rw] agent
      #   @return [::String]
      #     Optional. The name of a dialogflow virtual agent used for intent
      #     detection and suggestion triggered by human agent.
      #     Format: `projects/<Project ID>/locations/<Location ID>/agent`.
      class HumanAgentSideConfig
        include ::Google::Protobuf::MessageExts
        extend ::Google::Protobuf::MessageExts::ClassMethods
      end
    end

    # Settings that determine how to filter recent conversation context when
    # generating suggestions.
    # @!attribute [rw] drop_handoff_messages
    #   @return [::Boolean]
    #     If set to true, the last message from virtual agent (hand off message)
    #     and the message before it (trigger message of hand off) are dropped.
    # @!attribute [rw] drop_virtual_agent_messages
    #   @return [::Boolean]
    #     If set to true, all messages from virtual agent are dropped.
    # @!attribute [rw] drop_ivr_messages
    #   @return [::Boolean]
    #     If set to true, all messages from ivr stage are dropped.
    class ContextFilterSettings
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Custom sections to return when requesting a summary of a conversation.
    # This is only supported when `baseline_model_version` == '2.0'.
    #
    # Supported features: CONVERSATION_SUMMARIZATION,
    # CONVERSATION_SUMMARIZATION_VOICE.
    # @!attribute [rw] section_types
    #   @return [::Array<::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::Sections::SectionType>]
    #     The selected sections chosen to return when requesting a summary of a
    #     conversation. A duplicate selected section will be treated as a single
    #     selected section. If section types are not provided, the default will
    #     be \\{SITUATION, ACTION, RESULT}.
    class Sections
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # Selectable sections to return when requesting a summary of a
      # conversation.
      module SectionType
        # Undefined section type, does not return anything.
        SECTION_TYPE_UNSPECIFIED = 0

        # What the customer needs help with or has question about.
        # Section name: "situation".
        SITUATION = 1

        # What the agent does to help the customer.
        # Section name: "action".
        ACTION = 2

        # Result of the customer service. A single word describing the result
        # of the conversation.
        # Section name: "resolution".
        RESOLUTION = 3

        # Reason for cancellation if the customer requests for a cancellation.
        # "N/A" otherwise.
        # Section name: "reason_for_cancellation".
        REASON_FOR_CANCELLATION = 4

        # "Unsatisfied" or "Satisfied" depending on the customer's feelings at
        # the end of the conversation.
        # Section name: "customer_satisfaction".
        CUSTOMER_SATISFACTION = 5

        # Key entities extracted from the conversation, such as ticket number,
        # order number, dollar amount, etc.
        # Section names are prefixed by "entities/".
        ENTITIES = 6
      end
    end
  end

  # Custom conversation models used in agent assist feature.
  #
  # Supported feature: ARTICLE_SUGGESTION, SMART_COMPOSE, SMART_REPLY,
  # CONVERSATION_SUMMARIZATION.
  # @!attribute [rw] model
  #   @return [::String]
  #     Conversation model resource name. Format: `projects/<Project
  #     ID>/conversationModels/<Model ID>`.
  # @!attribute [rw] baseline_model_version
  #   @return [::String]
  #     Version of current baseline model. It will be ignored if
  #     {::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationModelConfig#model model}
  #     is set. Valid versions are:
  #       Article Suggestion baseline model:
  #         - 0.9
  #         - 1.0 (default)
  #       Summarization baseline model:
  #         - 1.0
  class ConversationModelConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config to process conversation.
  # @!attribute [rw] recent_sentences_count
  #   @return [::Integer]
  #     Number of recent non-small-talk sentences to use as context for article
  #     and FAQ suggestion
  class ConversationProcessConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Configuration for analyses to run on each conversation message.
  # @!attribute [rw] enable_entity_extraction
  #   @return [::Boolean]
  #     Enable entity extraction in conversation messages on [agent assist
  #     stage](https://cloud.google.com/dialogflow/priv/docs/contact-center/basics#stages).
  #     If unspecified, defaults to false.
  #
  #     Currently, this feature is not general available, please contact Google
  #     to get access.
  # @!attribute [rw] enable_sentiment_analysis
  #   @return [::Boolean]
  #     Enable sentiment analysis in conversation messages on [agent assist
  #     stage](https://cloud.google.com/dialogflow/priv/docs/contact-center/basics#stages).
  #     If unspecified, defaults to false. Sentiment analysis inspects user input
  #     and identifies the prevailing subjective opinion, especially to determine
  #     a user's attitude as positive, negative, or neutral:
  #     https://cloud.google.com/natural-language/docs/basics#sentiment_analysis
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Participants::Client#streaming_analyze_content Participants.StreamingAnalyzeContent}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::StreamingAnalyzeContentResponse#message StreamingAnalyzeContentResponse.message.SentimentAnalysisResult}.
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Participants::Client#analyze_content Participants.AnalyzeContent}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::AnalyzeContentResponse#message AnalyzeContentResponse.message.SentimentAnalysisResult}
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Conversations::Client#list_messages Conversations.ListMessages}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::ListMessagesResponse#messages ListMessagesResponse.messages.SentimentAnalysisResult}
  #     If Pub/Sub notification is configured, result will be in
  #     {::Google::Cloud::Dialogflow::V2::ConversationEvent#new_message_payload ConversationEvent.new_message_payload.SentimentAnalysisResult}.
  class MessageAnalysisConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#notification_config ⇒ ::Google::Cloud::Dialogflow::V2::NotificationConfig

Returns Pub/Sub topic on which to publish new agent assistant events.

Returns:



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# File 'proto_docs/google/cloud/dialogflow/v2/conversation_profile.rb', line 226

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

  # Settings of suggestion trigger.
  # @!attribute [rw] no_smalltalk
  #   @return [::Boolean]
  #     Do not trigger if last utterance is small talk.
  # @!attribute [rw] only_end_user
  #   @return [::Boolean]
  #     Only trigger suggestion if participant role of last utterance is
  #     END_USER.
  class SuggestionTriggerSettings
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config for suggestion features.
  # @!attribute [rw] suggestion_feature
  #   @return [::Google::Cloud::Dialogflow::V2::SuggestionFeature]
  #     The suggestion feature.
  # @!attribute [rw] enable_event_based_suggestion
  #   @return [::Boolean]
  #     Automatically iterates all participants and tries to compile
  #     suggestions.
  #
  #     Supported features: ARTICLE_SUGGESTION, FAQ, DIALOGFLOW_ASSIST,
  #     KNOWLEDGE_ASSIST.
  # @!attribute [rw] disable_agent_query_logging
  #   @return [::Boolean]
  #     Optional. Disable the logging of search queries sent by human agents. It
  #     can prevent those queries from being stored at answer records.
  #
  #     Supported features: KNOWLEDGE_SEARCH.
  # @!attribute [rw] enable_query_suggestion_when_no_answer
  #   @return [::Boolean]
  #     Optional. Enable query suggestion even if we can't find its answer.
  #     By default, queries are suggested only if we find its answer.
  #     Supported features: KNOWLEDGE_ASSIST
  # @!attribute [rw] enable_conversation_augmented_query
  #   @return [::Boolean]
  #     Optional. Enable including conversation context during query answer
  #     generation. Supported features: KNOWLEDGE_SEARCH.
  # @!attribute [rw] enable_query_suggestion_only
  #   @return [::Boolean]
  #     Optional. Enable query suggestion only.
  #     Supported features: KNOWLEDGE_ASSIST
  # @!attribute [rw] suggestion_trigger_settings
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionTriggerSettings]
  #     Settings of suggestion trigger.
  #
  #     Currently, only ARTICLE_SUGGESTION and FAQ will use this field.
  # @!attribute [rw] query_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig]
  #     Configs of query.
  # @!attribute [rw] conversation_model_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationModelConfig]
  #     Configs of custom conversation model.
  # @!attribute [rw] conversation_process_config
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationProcessConfig]
  #     Configs for processing conversation.
  class SuggestionFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Detail human agent assistant config.
  # @!attribute [rw] feature_configs
  #   @return [::Array<::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionFeatureConfig>]
  #     Configuration of different suggestion features. One feature can have only
  #     one config.
  # @!attribute [rw] group_suggestion_responses
  #   @return [::Boolean]
  #     If `group_suggestion_responses` is false, and there are multiple
  #     `feature_configs` in `event based suggestion` or
  #     StreamingAnalyzeContent, we will try to deliver suggestions to customers
  #     as soon as we get new suggestion. Different type of suggestions based on
  #     the same context will be in  separate Pub/Sub event or
  #     `StreamingAnalyzeContentResponse`.
  #
  #     If `group_suggestion_responses` set to true. All the suggestions to the
  #     same participant based on the same context will be grouped into a single
  #     Pub/Sub event or StreamingAnalyzeContentResponse.
  # @!attribute [rw] generators
  #   @return [::Array<::String>]
  #     Optional. List of various generator resource names used in the
  #     conversation profile.
  # @!attribute [rw] disable_high_latency_features_sync_delivery
  #   @return [::Boolean]
  #     Optional. When disable_high_latency_features_sync_delivery is true and
  #     using the AnalyzeContent API, we will not deliver the responses from high
  #     latency features in the API response. The
  #     human_agent_assistant_config.notification_config must be configured and
  #     enable_event_based_suggestion must be set to true to receive the
  #     responses from high latency features in Pub/Sub. High latency feature(s):
  #     KNOWLEDGE_ASSIST
  class SuggestionConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config for suggestion query.
  # @!attribute [rw] knowledge_base_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::KnowledgeBaseQuerySource]
  #     Query from knowledgebase. It is used by:
  #     ARTICLE_SUGGESTION, FAQ.
  # @!attribute [rw] document_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DocumentQuerySource]
  #     Query from knowledge base document. It is used by:
  #     SMART_REPLY, SMART_COMPOSE.
  # @!attribute [rw] dialogflow_query_source
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DialogflowQuerySource]
  #     Query from Dialogflow agent. It is used by DIALOGFLOW_ASSIST.
  # @!attribute [rw] max_results
  #   @return [::Integer]
  #     Maximum number of results to return. Currently, if unset, defaults to 10.
  #     And the max number is 20.
  # @!attribute [rw] confidence_threshold
  #   @return [::Float]
  #     Confidence threshold of query result.
  #
  #     Agent Assist gives each suggestion a score in the range [0.0, 1.0], based
  #     on the relevance between the suggestion and the current conversation
  #     context. A score of 0.0 has no relevance, while a score of 1.0 has high
  #     relevance. Only suggestions with a score greater than or equal to the
  #     value of this field are included in the results.
  #
  #     For a baseline model (the default), the recommended value is in the range
  #     [0.05, 0.1].
  #
  #     For a custom model, there is no recommended value. Tune this value by
  #     starting from a very low value and slowly increasing until you have
  #     desired results.
  #
  #     If this field is not set, it defaults to 0.0, which means that all
  #     suggestions are returned.
  #
  #     Supported features: ARTICLE_SUGGESTION, FAQ, SMART_REPLY, SMART_COMPOSE,
  #     KNOWLEDGE_SEARCH, KNOWLEDGE_ASSIST, ENTITY_EXTRACTION.
  # @!attribute [rw] context_filter_settings
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::ContextFilterSettings]
  #     Determines how recent conversation context is filtered when generating
  #     suggestions. If unspecified, no messages will be dropped.
  # @!attribute [rw] sections
  #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::Sections]
  #     Optional. The customized sections chosen to return when requesting a
  #     summary of a conversation.
  # @!attribute [rw] context_size
  #   @return [::Integer]
  #     Optional. The number of recent messages to include in the context.
  #     Supported features: KNOWLEDGE_ASSIST.
  class SuggestionQueryConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Knowledge base source settings.
    #
    # Supported features: ARTICLE_SUGGESTION, FAQ.
    # @!attribute [rw] knowledge_bases
    #   @return [::Array<::String>]
    #     Required. Knowledge bases to query. Format:
    #     `projects/<Project ID>/locations/<Location
    #     ID>/knowledgeBases/<Knowledge Base ID>`. Currently, at most 5 knowledge
    #     bases are supported.
    class KnowledgeBaseQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Document source settings.
    #
    # Supported features: SMART_REPLY, SMART_COMPOSE.
    # @!attribute [rw] documents
    #   @return [::Array<::String>]
    #     Required. Knowledge documents to query from. Format:
    #     `projects/<Project ID>/locations/<Location
    #     ID>/knowledgeBases/<KnowledgeBase ID>/documents/<Document ID>`.
    #     Currently, at most 5 documents are supported.
    class DocumentQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Dialogflow source setting.
    #
    # Supported feature: DIALOGFLOW_ASSIST.
    # @!attribute [rw] agent
    #   @return [::String]
    #     Required. The name of a Dialogflow virtual agent used for end user side
    #     intent detection and suggestion. Format: `projects/<Project
    #     ID>/locations/<Location ID>/agent`. When multiple agents are allowed in
    #     the same Dialogflow project.
    # @!attribute [rw] human_agent_side_config
    #   @return [::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::DialogflowQuerySource::HumanAgentSideConfig]
    #     Optional. The Dialogflow assist configuration for human agent.
    class DialogflowQuerySource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # The configuration used for human agent side Dialogflow assist
      # suggestion.
      # @!attribute [rw] agent
      #   @return [::String]
      #     Optional. The name of a dialogflow virtual agent used for intent
      #     detection and suggestion triggered by human agent.
      #     Format: `projects/<Project ID>/locations/<Location ID>/agent`.
      class HumanAgentSideConfig
        include ::Google::Protobuf::MessageExts
        extend ::Google::Protobuf::MessageExts::ClassMethods
      end
    end

    # Settings that determine how to filter recent conversation context when
    # generating suggestions.
    # @!attribute [rw] drop_handoff_messages
    #   @return [::Boolean]
    #     If set to true, the last message from virtual agent (hand off message)
    #     and the message before it (trigger message of hand off) are dropped.
    # @!attribute [rw] drop_virtual_agent_messages
    #   @return [::Boolean]
    #     If set to true, all messages from virtual agent are dropped.
    # @!attribute [rw] drop_ivr_messages
    #   @return [::Boolean]
    #     If set to true, all messages from ivr stage are dropped.
    class ContextFilterSettings
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Custom sections to return when requesting a summary of a conversation.
    # This is only supported when `baseline_model_version` == '2.0'.
    #
    # Supported features: CONVERSATION_SUMMARIZATION,
    # CONVERSATION_SUMMARIZATION_VOICE.
    # @!attribute [rw] section_types
    #   @return [::Array<::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::SuggestionQueryConfig::Sections::SectionType>]
    #     The selected sections chosen to return when requesting a summary of a
    #     conversation. A duplicate selected section will be treated as a single
    #     selected section. If section types are not provided, the default will
    #     be \\{SITUATION, ACTION, RESULT}.
    class Sections
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods

      # Selectable sections to return when requesting a summary of a
      # conversation.
      module SectionType
        # Undefined section type, does not return anything.
        SECTION_TYPE_UNSPECIFIED = 0

        # What the customer needs help with or has question about.
        # Section name: "situation".
        SITUATION = 1

        # What the agent does to help the customer.
        # Section name: "action".
        ACTION = 2

        # Result of the customer service. A single word describing the result
        # of the conversation.
        # Section name: "resolution".
        RESOLUTION = 3

        # Reason for cancellation if the customer requests for a cancellation.
        # "N/A" otherwise.
        # Section name: "reason_for_cancellation".
        REASON_FOR_CANCELLATION = 4

        # "Unsatisfied" or "Satisfied" depending on the customer's feelings at
        # the end of the conversation.
        # Section name: "customer_satisfaction".
        CUSTOMER_SATISFACTION = 5

        # Key entities extracted from the conversation, such as ticket number,
        # order number, dollar amount, etc.
        # Section names are prefixed by "entities/".
        ENTITIES = 6
      end
    end
  end

  # Custom conversation models used in agent assist feature.
  #
  # Supported feature: ARTICLE_SUGGESTION, SMART_COMPOSE, SMART_REPLY,
  # CONVERSATION_SUMMARIZATION.
  # @!attribute [rw] model
  #   @return [::String]
  #     Conversation model resource name. Format: `projects/<Project
  #     ID>/conversationModels/<Model ID>`.
  # @!attribute [rw] baseline_model_version
  #   @return [::String]
  #     Version of current baseline model. It will be ignored if
  #     {::Google::Cloud::Dialogflow::V2::HumanAgentAssistantConfig::ConversationModelConfig#model model}
  #     is set. Valid versions are:
  #       Article Suggestion baseline model:
  #         - 0.9
  #         - 1.0 (default)
  #       Summarization baseline model:
  #         - 1.0
  class ConversationModelConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Config to process conversation.
  # @!attribute [rw] recent_sentences_count
  #   @return [::Integer]
  #     Number of recent non-small-talk sentences to use as context for article
  #     and FAQ suggestion
  class ConversationProcessConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Configuration for analyses to run on each conversation message.
  # @!attribute [rw] enable_entity_extraction
  #   @return [::Boolean]
  #     Enable entity extraction in conversation messages on [agent assist
  #     stage](https://cloud.google.com/dialogflow/priv/docs/contact-center/basics#stages).
  #     If unspecified, defaults to false.
  #
  #     Currently, this feature is not general available, please contact Google
  #     to get access.
  # @!attribute [rw] enable_sentiment_analysis
  #   @return [::Boolean]
  #     Enable sentiment analysis in conversation messages on [agent assist
  #     stage](https://cloud.google.com/dialogflow/priv/docs/contact-center/basics#stages).
  #     If unspecified, defaults to false. Sentiment analysis inspects user input
  #     and identifies the prevailing subjective opinion, especially to determine
  #     a user's attitude as positive, negative, or neutral:
  #     https://cloud.google.com/natural-language/docs/basics#sentiment_analysis
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Participants::Client#streaming_analyze_content Participants.StreamingAnalyzeContent}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::StreamingAnalyzeContentResponse#message StreamingAnalyzeContentResponse.message.SentimentAnalysisResult}.
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Participants::Client#analyze_content Participants.AnalyzeContent}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::AnalyzeContentResponse#message AnalyzeContentResponse.message.SentimentAnalysisResult}
  #     For
  #     {::Google::Cloud::Dialogflow::V2::Conversations::Client#list_messages Conversations.ListMessages}
  #     method, result will be in
  #     {::Google::Cloud::Dialogflow::V2::ListMessagesResponse#messages ListMessagesResponse.messages.SentimentAnalysisResult}
  #     If Pub/Sub notification is configured, result will be in
  #     {::Google::Cloud::Dialogflow::V2::ConversationEvent#new_message_payload ConversationEvent.new_message_payload.SentimentAnalysisResult}.
  class MessageAnalysisConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end