Class: Google::Cloud::AIPlatform::V1::GenerateContentResponse

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/prediction_service.rb

Overview

Response message for [PredictionService.GenerateContent].

Defined Under Namespace

Classes: PromptFeedback, UsageMetadata

Instance Attribute Summary collapse

Instance Attribute Details

#candidates ⇒ ::Array<::Google::Cloud::AIPlatform::V1::Candidate> (readonly)

Returns Output only. Generated candidates.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/prediction_service.rb', line 576

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

  # Content filter results for a prompt sent in the request.
  # @!attribute [r] block_reason
  #   @return [::Google::Cloud::AIPlatform::V1::GenerateContentResponse::PromptFeedback::BlockedReason]
  #     Output only. Blocked reason.
  # @!attribute [r] safety_ratings
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SafetyRating>]
  #     Output only. Safety ratings.
  # @!attribute [r] block_reason_message
  #   @return [::String]
  #     Output only. A readable block reason message.
  class PromptFeedback
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Blocked reason enumeration.
    module BlockedReason
      # Unspecified blocked reason.
      BLOCKED_REASON_UNSPECIFIED = 0

      # Candidates blocked due to safety.
      SAFETY = 1

      # Candidates blocked due to other reason.
      OTHER = 2

      # Candidates blocked due to the terms which are included from the
      # terminology blocklist.
      BLOCKLIST = 3

      # Candidates blocked due to prohibited content.
      PROHIBITED_CONTENT = 4
    end
  end

  # Usage metadata about response(s).
  # @!attribute [rw] prompt_token_count
  #   @return [::Integer]
  #     Number of tokens in the request. When `cached_content` is set, this is
  #     still the total effective prompt size meaning this includes the number of
  #     tokens in the cached content.
  # @!attribute [rw] candidates_token_count
  #   @return [::Integer]
  #     Number of tokens in the response(s).
  # @!attribute [r] thoughts_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens present in thoughts output.
  # @!attribute [rw] total_token_count
  #   @return [::Integer]
  #     Total token count for prompt and response candidates.
  # @!attribute [r] cached_content_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens in the cached part in the input (the cached
  #     content).
  # @!attribute [r] prompt_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were processed in the request input.
  # @!attribute [r] cache_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities of the cached content in the request
  #     input.
  # @!attribute [r] candidates_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were returned in the response.
  class UsageMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#create_time ⇒ ::Google::Protobuf::Timestamp (readonly)

Returns Output only. Timestamp when the request is made to the server.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/prediction_service.rb', line 576

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

  # Content filter results for a prompt sent in the request.
  # @!attribute [r] block_reason
  #   @return [::Google::Cloud::AIPlatform::V1::GenerateContentResponse::PromptFeedback::BlockedReason]
  #     Output only. Blocked reason.
  # @!attribute [r] safety_ratings
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SafetyRating>]
  #     Output only. Safety ratings.
  # @!attribute [r] block_reason_message
  #   @return [::String]
  #     Output only. A readable block reason message.
  class PromptFeedback
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Blocked reason enumeration.
    module BlockedReason
      # Unspecified blocked reason.
      BLOCKED_REASON_UNSPECIFIED = 0

      # Candidates blocked due to safety.
      SAFETY = 1

      # Candidates blocked due to other reason.
      OTHER = 2

      # Candidates blocked due to the terms which are included from the
      # terminology blocklist.
      BLOCKLIST = 3

      # Candidates blocked due to prohibited content.
      PROHIBITED_CONTENT = 4
    end
  end

  # Usage metadata about response(s).
  # @!attribute [rw] prompt_token_count
  #   @return [::Integer]
  #     Number of tokens in the request. When `cached_content` is set, this is
  #     still the total effective prompt size meaning this includes the number of
  #     tokens in the cached content.
  # @!attribute [rw] candidates_token_count
  #   @return [::Integer]
  #     Number of tokens in the response(s).
  # @!attribute [r] thoughts_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens present in thoughts output.
  # @!attribute [rw] total_token_count
  #   @return [::Integer]
  #     Total token count for prompt and response candidates.
  # @!attribute [r] cached_content_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens in the cached part in the input (the cached
  #     content).
  # @!attribute [r] prompt_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were processed in the request input.
  # @!attribute [r] cache_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities of the cached content in the request
  #     input.
  # @!attribute [r] candidates_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were returned in the response.
  class UsageMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#model_version ⇒ ::String (readonly)

Returns Output only. The model version used to generate the response.

Returns:

  • (::String) —

    Output only. The model version used to generate the response.



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# File 'proto_docs/google/cloud/aiplatform/v1/prediction_service.rb', line 576

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

  # Content filter results for a prompt sent in the request.
  # @!attribute [r] block_reason
  #   @return [::Google::Cloud::AIPlatform::V1::GenerateContentResponse::PromptFeedback::BlockedReason]
  #     Output only. Blocked reason.
  # @!attribute [r] safety_ratings
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SafetyRating>]
  #     Output only. Safety ratings.
  # @!attribute [r] block_reason_message
  #   @return [::String]
  #     Output only. A readable block reason message.
  class PromptFeedback
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Blocked reason enumeration.
    module BlockedReason
      # Unspecified blocked reason.
      BLOCKED_REASON_UNSPECIFIED = 0

      # Candidates blocked due to safety.
      SAFETY = 1

      # Candidates blocked due to other reason.
      OTHER = 2

      # Candidates blocked due to the terms which are included from the
      # terminology blocklist.
      BLOCKLIST = 3

      # Candidates blocked due to prohibited content.
      PROHIBITED_CONTENT = 4
    end
  end

  # Usage metadata about response(s).
  # @!attribute [rw] prompt_token_count
  #   @return [::Integer]
  #     Number of tokens in the request. When `cached_content` is set, this is
  #     still the total effective prompt size meaning this includes the number of
  #     tokens in the cached content.
  # @!attribute [rw] candidates_token_count
  #   @return [::Integer]
  #     Number of tokens in the response(s).
  # @!attribute [r] thoughts_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens present in thoughts output.
  # @!attribute [rw] total_token_count
  #   @return [::Integer]
  #     Total token count for prompt and response candidates.
  # @!attribute [r] cached_content_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens in the cached part in the input (the cached
  #     content).
  # @!attribute [r] prompt_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were processed in the request input.
  # @!attribute [r] cache_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities of the cached content in the request
  #     input.
  # @!attribute [r] candidates_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were returned in the response.
  class UsageMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#prompt_feedback ⇒ ::Google::Cloud::AIPlatform::V1::GenerateContentResponse::PromptFeedback (readonly)

Returns Output only. Content filter results for a prompt sent in the request. Note: Sent only in the first stream chunk. Only happens when no candidates were generated due to content violations.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/prediction_service.rb', line 576

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

  # Content filter results for a prompt sent in the request.
  # @!attribute [r] block_reason
  #   @return [::Google::Cloud::AIPlatform::V1::GenerateContentResponse::PromptFeedback::BlockedReason]
  #     Output only. Blocked reason.
  # @!attribute [r] safety_ratings
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SafetyRating>]
  #     Output only. Safety ratings.
  # @!attribute [r] block_reason_message
  #   @return [::String]
  #     Output only. A readable block reason message.
  class PromptFeedback
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Blocked reason enumeration.
    module BlockedReason
      # Unspecified blocked reason.
      BLOCKED_REASON_UNSPECIFIED = 0

      # Candidates blocked due to safety.
      SAFETY = 1

      # Candidates blocked due to other reason.
      OTHER = 2

      # Candidates blocked due to the terms which are included from the
      # terminology blocklist.
      BLOCKLIST = 3

      # Candidates blocked due to prohibited content.
      PROHIBITED_CONTENT = 4
    end
  end

  # Usage metadata about response(s).
  # @!attribute [rw] prompt_token_count
  #   @return [::Integer]
  #     Number of tokens in the request. When `cached_content` is set, this is
  #     still the total effective prompt size meaning this includes the number of
  #     tokens in the cached content.
  # @!attribute [rw] candidates_token_count
  #   @return [::Integer]
  #     Number of tokens in the response(s).
  # @!attribute [r] thoughts_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens present in thoughts output.
  # @!attribute [rw] total_token_count
  #   @return [::Integer]
  #     Total token count for prompt and response candidates.
  # @!attribute [r] cached_content_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens in the cached part in the input (the cached
  #     content).
  # @!attribute [r] prompt_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were processed in the request input.
  # @!attribute [r] cache_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities of the cached content in the request
  #     input.
  # @!attribute [r] candidates_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were returned in the response.
  class UsageMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#response_id ⇒ ::String (readonly)

Returns Output only. response_id is used to identify each response. It is the encoding of the event_id.

Returns:

  • (::String) —

    Output only. response_id is used to identify each response. It is the encoding of the event_id.



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# File 'proto_docs/google/cloud/aiplatform/v1/prediction_service.rb', line 576

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

  # Content filter results for a prompt sent in the request.
  # @!attribute [r] block_reason
  #   @return [::Google::Cloud::AIPlatform::V1::GenerateContentResponse::PromptFeedback::BlockedReason]
  #     Output only. Blocked reason.
  # @!attribute [r] safety_ratings
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SafetyRating>]
  #     Output only. Safety ratings.
  # @!attribute [r] block_reason_message
  #   @return [::String]
  #     Output only. A readable block reason message.
  class PromptFeedback
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Blocked reason enumeration.
    module BlockedReason
      # Unspecified blocked reason.
      BLOCKED_REASON_UNSPECIFIED = 0

      # Candidates blocked due to safety.
      SAFETY = 1

      # Candidates blocked due to other reason.
      OTHER = 2

      # Candidates blocked due to the terms which are included from the
      # terminology blocklist.
      BLOCKLIST = 3

      # Candidates blocked due to prohibited content.
      PROHIBITED_CONTENT = 4
    end
  end

  # Usage metadata about response(s).
  # @!attribute [rw] prompt_token_count
  #   @return [::Integer]
  #     Number of tokens in the request. When `cached_content` is set, this is
  #     still the total effective prompt size meaning this includes the number of
  #     tokens in the cached content.
  # @!attribute [rw] candidates_token_count
  #   @return [::Integer]
  #     Number of tokens in the response(s).
  # @!attribute [r] thoughts_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens present in thoughts output.
  # @!attribute [rw] total_token_count
  #   @return [::Integer]
  #     Total token count for prompt and response candidates.
  # @!attribute [r] cached_content_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens in the cached part in the input (the cached
  #     content).
  # @!attribute [r] prompt_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were processed in the request input.
  # @!attribute [r] cache_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities of the cached content in the request
  #     input.
  # @!attribute [r] candidates_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were returned in the response.
  class UsageMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#usage_metadata ⇒ ::Google::Cloud::AIPlatform::V1::GenerateContentResponse::UsageMetadata

Returns Usage metadata about the response(s).

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/prediction_service.rb', line 576

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

  # Content filter results for a prompt sent in the request.
  # @!attribute [r] block_reason
  #   @return [::Google::Cloud::AIPlatform::V1::GenerateContentResponse::PromptFeedback::BlockedReason]
  #     Output only. Blocked reason.
  # @!attribute [r] safety_ratings
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SafetyRating>]
  #     Output only. Safety ratings.
  # @!attribute [r] block_reason_message
  #   @return [::String]
  #     Output only. A readable block reason message.
  class PromptFeedback
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Blocked reason enumeration.
    module BlockedReason
      # Unspecified blocked reason.
      BLOCKED_REASON_UNSPECIFIED = 0

      # Candidates blocked due to safety.
      SAFETY = 1

      # Candidates blocked due to other reason.
      OTHER = 2

      # Candidates blocked due to the terms which are included from the
      # terminology blocklist.
      BLOCKLIST = 3

      # Candidates blocked due to prohibited content.
      PROHIBITED_CONTENT = 4
    end
  end

  # Usage metadata about response(s).
  # @!attribute [rw] prompt_token_count
  #   @return [::Integer]
  #     Number of tokens in the request. When `cached_content` is set, this is
  #     still the total effective prompt size meaning this includes the number of
  #     tokens in the cached content.
  # @!attribute [rw] candidates_token_count
  #   @return [::Integer]
  #     Number of tokens in the response(s).
  # @!attribute [r] thoughts_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens present in thoughts output.
  # @!attribute [rw] total_token_count
  #   @return [::Integer]
  #     Total token count for prompt and response candidates.
  # @!attribute [r] cached_content_token_count
  #   @return [::Integer]
  #     Output only. Number of tokens in the cached part in the input (the cached
  #     content).
  # @!attribute [r] prompt_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were processed in the request input.
  # @!attribute [r] cache_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities of the cached content in the request
  #     input.
  # @!attribute [r] candidates_tokens_details
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::ModalityTokenCount>]
  #     Output only. List of modalities that were returned in the response.
  class UsageMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end