Class: Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse

Inherits:

Object

• Object
• Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/discoveryengine/v1/grounded_generation_service.rb

Defined Under Namespace

Classes: Candidate

Instance Attribute Summary

• #candidates ⇒ ::Array<::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate>

  Generated candidates.

Instance Attribute Details

#candidates ⇒ ::Array<::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate>

Returns Generated candidates.

Returns:

• (::Array<::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate>) —

  Generated candidates.

# File 'proto_docs/google/cloud/discoveryengine/v1/grounded_generation_service.rb', line 258

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

  # A response candidate generated from the model.
  # @!attribute [rw] index
  #   @return [::Integer]
  #     Index of the candidate.
  # @!attribute [rw] content
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GroundedGenerationContent]
  #     Content of the candidate.
  # @!attribute [rw] grounding_score
  #   @return [::Float]
  #     The overall grounding score for the candidate, in the range of [0, 1].
  # @!attribute [rw] grounding_metadata
  #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata]
  #     Grounding metadata for the generated content.
  class Candidate
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Citation for the generated content.
    # @!attribute [rw] retrieval_metadata
    #   @return [::Array<::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::RetrievalMetadata>]
    #     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.
    # @!attribute [rw] support_chunks
    #   @return [::Array<::Google::Cloud::DiscoveryEngine::V1::FactChunk>]
    #     List of chunks to be attributed across all claims in the candidate.
    #     These are derived from the grounding sources supplied in the request.
    # @!attribute [rw] web_search_queries
    #   @return [::Array<::String>]
    #     Web search queries for the following-up web search.
    # @!attribute [rw] search_entry_point
    #   @return [::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::SearchEntryPoint]
    #     Google search entry for the following-up web searches.
    # @!attribute [rw] grounding_support
    #   @return [::Array<::Google::Cloud::DiscoveryEngine::V1::GenerateGroundedContentResponse::Candidate::GroundingMetadata::GroundingSupport>]
    #     GroundingSupport across all claims in the answer candidate.
    #     An support to a fact indicates that the claim is supported by
    #     the fact.
    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
  end
end