Class: Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata

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

Overview

Citation for the generated content.

Defined Under Namespace

Classes: DynamicRetrievalMetadata, DynamicRetrievalPredictorMetadata, GroundingSupport, RetrievalMetadata, SearchEntryPoint

Instance Attribute Summary collapse

Instance Attribute Details

#grounding_support ⇒ ::Array<::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::GroundingSupport>

Returns GroundingSupport across all claims in the answer candidate. An support to a fact indicates that the claim is supported by the fact.

Returns:



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# File 'proto_docs/google/cloud/discoveryengine/v1/grounded_generation_service.rb', line 301

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

  # Describes the metadata associated with a retrieval step.
  # @!attribute [rw] source
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::RetrievalMetadata::Source]
  #     Describes the source to which the metadata is referring to.
  # @!attribute [rw] dynamic_retrieval_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalMetadata]
  #     Metadata for dynamic retrieval.
  class RetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Describes the source to which the metadata is associated to.
    module Source
      # Unspecified source.
      SOURCE_UNSPECIFIED = 0

      # Vertex AI search.
      VERTEX_AI_SEARCH = 1

      # Google Search.
      GOOGLE_SEARCH = 3

      # User inline provided content.
      INLINE_CONTENT = 2

      # Google Maps.
      GOOGLE_MAPS = 4
    end
  end

  # Describes the metadata about dynamic retrieval.
  # @!attribute [rw] predictor_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata]
  #     Metadata for the dynamic retrieval predictor.
  class DynamicRetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Describes the metadata about the dynamic retrieval predictor.
  # @!attribute [rw] version
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata::Version]
  #     The version of the predictor which was used in dynamic retrieval.
  # @!attribute [rw] prediction
  #   @return [::Float]
  #     The value of the predictor. This should be between [0, 1] where
  #     a value of 0 means that the query would not benefit from grounding,
  #     while a value of 1.0 means that the query would benefit the most.
  #     In between values allow to differentiate between different usefulness
  #     scores for grounding.
  class DynamicRetrievalPredictorMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The version of the predictor which was used in dynamic retrieval.
    module Version
      # Unspecified version, should never be used.
      VERSION_UNSPECIFIED = 0

      # The V1 model which is evaluating each source independently.
      V1_INDEPENDENT = 1
    end
  end

  # Google search entry point.
  # @!attribute [rw] rendered_content
  #   @return [::String]
  #     Web content snippet that can be embedded in a web page or an app
  #     webview.
  # @!attribute [rw] sdk_blob
  #   @return [::String]
  #     Base64 encoded JSON representing array of <search term, search url>
  #     tuple.
  class SearchEntryPoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Grounding info for a claim in the candidate and its support.
  # @!attribute [rw] claim_text
  #   @return [::String]
  #     Text for the claim in the candidate. Always provided when a
  #     support is found.
  # @!attribute [rw] support_chunk_indices
  #   @return [::Array<::Integer>]
  #     A list of indices (into 'support_chunks') specifying the
  #     citations associated with the claim. For instance [1,3,4] means
  #     that support_chunks[1], support_chunks[3],
  #     support_chunks[4] are the chunks attributed to the claim.
  # @!attribute [rw] support_score
  #   @return [::Float]
  #     A score in the range of [0, 1] describing how grounded is a specific
  #     claim in the support chunks indicated.
  #     Higher value means that the claim is better supported by the chunks.
  class GroundingSupport
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#retrieval_metadata ⇒ ::Array<::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::RetrievalMetadata>

Returns Retrieval metadata to provide an understanding in the retrieval steps performed by the model. There can be multiple such messages which can correspond to different parts of the retrieval. This is a mechanism used to ensure transparency to our users.

Returns:



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# File 'proto_docs/google/cloud/discoveryengine/v1/grounded_generation_service.rb', line 301

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

  # Describes the metadata associated with a retrieval step.
  # @!attribute [rw] source
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::RetrievalMetadata::Source]
  #     Describes the source to which the metadata is referring to.
  # @!attribute [rw] dynamic_retrieval_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalMetadata]
  #     Metadata for dynamic retrieval.
  class RetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Describes the source to which the metadata is associated to.
    module Source
      # Unspecified source.
      SOURCE_UNSPECIFIED = 0

      # Vertex AI search.
      VERTEX_AI_SEARCH = 1

      # Google Search.
      GOOGLE_SEARCH = 3

      # User inline provided content.
      INLINE_CONTENT = 2

      # Google Maps.
      GOOGLE_MAPS = 4
    end
  end

  # Describes the metadata about dynamic retrieval.
  # @!attribute [rw] predictor_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata]
  #     Metadata for the dynamic retrieval predictor.
  class DynamicRetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Describes the metadata about the dynamic retrieval predictor.
  # @!attribute [rw] version
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata::Version]
  #     The version of the predictor which was used in dynamic retrieval.
  # @!attribute [rw] prediction
  #   @return [::Float]
  #     The value of the predictor. This should be between [0, 1] where
  #     a value of 0 means that the query would not benefit from grounding,
  #     while a value of 1.0 means that the query would benefit the most.
  #     In between values allow to differentiate between different usefulness
  #     scores for grounding.
  class DynamicRetrievalPredictorMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The version of the predictor which was used in dynamic retrieval.
    module Version
      # Unspecified version, should never be used.
      VERSION_UNSPECIFIED = 0

      # The V1 model which is evaluating each source independently.
      V1_INDEPENDENT = 1
    end
  end

  # Google search entry point.
  # @!attribute [rw] rendered_content
  #   @return [::String]
  #     Web content snippet that can be embedded in a web page or an app
  #     webview.
  # @!attribute [rw] sdk_blob
  #   @return [::String]
  #     Base64 encoded JSON representing array of <search term, search url>
  #     tuple.
  class SearchEntryPoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Grounding info for a claim in the candidate and its support.
  # @!attribute [rw] claim_text
  #   @return [::String]
  #     Text for the claim in the candidate. Always provided when a
  #     support is found.
  # @!attribute [rw] support_chunk_indices
  #   @return [::Array<::Integer>]
  #     A list of indices (into 'support_chunks') specifying the
  #     citations associated with the claim. For instance [1,3,4] means
  #     that support_chunks[1], support_chunks[3],
  #     support_chunks[4] are the chunks attributed to the claim.
  # @!attribute [rw] support_score
  #   @return [::Float]
  #     A score in the range of [0, 1] describing how grounded is a specific
  #     claim in the support chunks indicated.
  #     Higher value means that the claim is better supported by the chunks.
  class GroundingSupport
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#search_entry_point ⇒ ::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::SearchEntryPoint

Returns Google search entry for the following-up web searches.

Returns:



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# File 'proto_docs/google/cloud/discoveryengine/v1/grounded_generation_service.rb', line 301

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

  # Describes the metadata associated with a retrieval step.
  # @!attribute [rw] source
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::RetrievalMetadata::Source]
  #     Describes the source to which the metadata is referring to.
  # @!attribute [rw] dynamic_retrieval_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalMetadata]
  #     Metadata for dynamic retrieval.
  class RetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Describes the source to which the metadata is associated to.
    module Source
      # Unspecified source.
      SOURCE_UNSPECIFIED = 0

      # Vertex AI search.
      VERTEX_AI_SEARCH = 1

      # Google Search.
      GOOGLE_SEARCH = 3

      # User inline provided content.
      INLINE_CONTENT = 2

      # Google Maps.
      GOOGLE_MAPS = 4
    end
  end

  # Describes the metadata about dynamic retrieval.
  # @!attribute [rw] predictor_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata]
  #     Metadata for the dynamic retrieval predictor.
  class DynamicRetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Describes the metadata about the dynamic retrieval predictor.
  # @!attribute [rw] version
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata::Version]
  #     The version of the predictor which was used in dynamic retrieval.
  # @!attribute [rw] prediction
  #   @return [::Float]
  #     The value of the predictor. This should be between [0, 1] where
  #     a value of 0 means that the query would not benefit from grounding,
  #     while a value of 1.0 means that the query would benefit the most.
  #     In between values allow to differentiate between different usefulness
  #     scores for grounding.
  class DynamicRetrievalPredictorMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The version of the predictor which was used in dynamic retrieval.
    module Version
      # Unspecified version, should never be used.
      VERSION_UNSPECIFIED = 0

      # The V1 model which is evaluating each source independently.
      V1_INDEPENDENT = 1
    end
  end

  # Google search entry point.
  # @!attribute [rw] rendered_content
  #   @return [::String]
  #     Web content snippet that can be embedded in a web page or an app
  #     webview.
  # @!attribute [rw] sdk_blob
  #   @return [::String]
  #     Base64 encoded JSON representing array of <search term, search url>
  #     tuple.
  class SearchEntryPoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Grounding info for a claim in the candidate and its support.
  # @!attribute [rw] claim_text
  #   @return [::String]
  #     Text for the claim in the candidate. Always provided when a
  #     support is found.
  # @!attribute [rw] support_chunk_indices
  #   @return [::Array<::Integer>]
  #     A list of indices (into 'support_chunks') specifying the
  #     citations associated with the claim. For instance [1,3,4] means
  #     that support_chunks[1], support_chunks[3],
  #     support_chunks[4] are the chunks attributed to the claim.
  # @!attribute [rw] support_score
  #   @return [::Float]
  #     A score in the range of [0, 1] describing how grounded is a specific
  #     claim in the support chunks indicated.
  #     Higher value means that the claim is better supported by the chunks.
  class GroundingSupport
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#support_chunks ⇒ ::Array<::Google::Cloud::DiscoveryEngine::V1::FactChunk>

Returns List of chunks to be attributed across all claims in the candidate. These are derived from the grounding sources supplied in the request.

Returns:



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# File 'proto_docs/google/cloud/discoveryengine/v1/grounded_generation_service.rb', line 301

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

  # Describes the metadata associated with a retrieval step.
  # @!attribute [rw] source
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::RetrievalMetadata::Source]
  #     Describes the source to which the metadata is referring to.
  # @!attribute [rw] dynamic_retrieval_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalMetadata]
  #     Metadata for dynamic retrieval.
  class RetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Describes the source to which the metadata is associated to.
    module Source
      # Unspecified source.
      SOURCE_UNSPECIFIED = 0

      # Vertex AI search.
      VERTEX_AI_SEARCH = 1

      # Google Search.
      GOOGLE_SEARCH = 3

      # User inline provided content.
      INLINE_CONTENT = 2

      # Google Maps.
      GOOGLE_MAPS = 4
    end
  end

  # Describes the metadata about dynamic retrieval.
  # @!attribute [rw] predictor_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata]
  #     Metadata for the dynamic retrieval predictor.
  class DynamicRetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Describes the metadata about the dynamic retrieval predictor.
  # @!attribute [rw] version
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata::Version]
  #     The version of the predictor which was used in dynamic retrieval.
  # @!attribute [rw] prediction
  #   @return [::Float]
  #     The value of the predictor. This should be between [0, 1] where
  #     a value of 0 means that the query would not benefit from grounding,
  #     while a value of 1.0 means that the query would benefit the most.
  #     In between values allow to differentiate between different usefulness
  #     scores for grounding.
  class DynamicRetrievalPredictorMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The version of the predictor which was used in dynamic retrieval.
    module Version
      # Unspecified version, should never be used.
      VERSION_UNSPECIFIED = 0

      # The V1 model which is evaluating each source independently.
      V1_INDEPENDENT = 1
    end
  end

  # Google search entry point.
  # @!attribute [rw] rendered_content
  #   @return [::String]
  #     Web content snippet that can be embedded in a web page or an app
  #     webview.
  # @!attribute [rw] sdk_blob
  #   @return [::String]
  #     Base64 encoded JSON representing array of <search term, search url>
  #     tuple.
  class SearchEntryPoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Grounding info for a claim in the candidate and its support.
  # @!attribute [rw] claim_text
  #   @return [::String]
  #     Text for the claim in the candidate. Always provided when a
  #     support is found.
  # @!attribute [rw] support_chunk_indices
  #   @return [::Array<::Integer>]
  #     A list of indices (into 'support_chunks') specifying the
  #     citations associated with the claim. For instance [1,3,4] means
  #     that support_chunks[1], support_chunks[3],
  #     support_chunks[4] are the chunks attributed to the claim.
  # @!attribute [rw] support_score
  #   @return [::Float]
  #     A score in the range of [0, 1] describing how grounded is a specific
  #     claim in the support chunks indicated.
  #     Higher value means that the claim is better supported by the chunks.
  class GroundingSupport
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#web_search_queries ⇒ ::Array<::String>

Returns Web search queries for the following-up web search.

Returns:

  • (::Array<::String>) —

    Web search queries for the following-up web search.



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# File 'proto_docs/google/cloud/discoveryengine/v1/grounded_generation_service.rb', line 301

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

  # Describes the metadata associated with a retrieval step.
  # @!attribute [rw] source
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::RetrievalMetadata::Source]
  #     Describes the source to which the metadata is referring to.
  # @!attribute [rw] dynamic_retrieval_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalMetadata]
  #     Metadata for dynamic retrieval.
  class RetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Describes the source to which the metadata is associated to.
    module Source
      # Unspecified source.
      SOURCE_UNSPECIFIED = 0

      # Vertex AI search.
      VERTEX_AI_SEARCH = 1

      # Google Search.
      GOOGLE_SEARCH = 3

      # User inline provided content.
      INLINE_CONTENT = 2

      # Google Maps.
      GOOGLE_MAPS = 4
    end
  end

  # Describes the metadata about dynamic retrieval.
  # @!attribute [rw] predictor_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata]
  #     Metadata for the dynamic retrieval predictor.
  class DynamicRetrievalMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Describes the metadata about the dynamic retrieval predictor.
  # @!attribute [rw] version
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::DynamicRetrievalPredictorMetadata::Version]
  #     The version of the predictor which was used in dynamic retrieval.
  # @!attribute [rw] prediction
  #   @return [::Float]
  #     The value of the predictor. This should be between [0, 1] where
  #     a value of 0 means that the query would not benefit from grounding,
  #     while a value of 1.0 means that the query would benefit the most.
  #     In between values allow to differentiate between different usefulness
  #     scores for grounding.
  class DynamicRetrievalPredictorMetadata
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The version of the predictor which was used in dynamic retrieval.
    module Version
      # Unspecified version, should never be used.
      VERSION_UNSPECIFIED = 0

      # The V1 model which is evaluating each source independently.
      V1_INDEPENDENT = 1
    end
  end

  # Google search entry point.
  # @!attribute [rw] rendered_content
  #   @return [::String]
  #     Web content snippet that can be embedded in a web page or an app
  #     webview.
  # @!attribute [rw] sdk_blob
  #   @return [::String]
  #     Base64 encoded JSON representing array of <search term, search url>
  #     tuple.
  class SearchEntryPoint
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Grounding info for a claim in the candidate and its support.
  # @!attribute [rw] claim_text
  #   @return [::String]
  #     Text for the claim in the candidate. Always provided when a
  #     support is found.
  # @!attribute [rw] support_chunk_indices
  #   @return [::Array<::Integer>]
  #     A list of indices (into 'support_chunks') specifying the
  #     citations associated with the claim. For instance [1,3,4] means
  #     that support_chunks[1], support_chunks[3],
  #     support_chunks[4] are the chunks attributed to the claim.
  # @!attribute [rw] support_score
  #   @return [::Float]
  #     A score in the range of [0, 1] describing how grounded is a specific
  #     claim in the support chunks indicated.
  #     Higher value means that the claim is better supported by the chunks.
  class GroundingSupport
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end