Class EvaluateInstancesResponse.Builder (3.42.0)

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public static final class EvaluateInstancesResponse.Builder extends GeneratedMessageV3.Builder<EvaluateInstancesResponse.Builder> implements EvaluateInstancesResponseOrBuilder

Response message for EvaluationService.EvaluateInstances.

Protobuf type google.cloud.aiplatform.v1beta1.EvaluateInstancesResponse

Inheritance

Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > EvaluateInstancesResponse.Builder

Implements

EvaluateInstancesResponseOrBuilder

Inherited Members

AbstractMessage.Builder.findInitializationErrors()

AbstractMessage.Builder.getInitializationErrorString()

AbstractMessage.Builder.internalMergeFrom(AbstractMessageLite)

AbstractMessage.Builder.mergeFrom(byte[])

AbstractMessage.Builder.mergeFrom(byte[],ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(byte[],int,int)

AbstractMessage.Builder.mergeFrom(byte[],int,int,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(ByteString)

AbstractMessage.Builder.mergeFrom(ByteString,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(CodedInputStream)

AbstractMessage.Builder.mergeFrom(CodedInputStream,ExtensionRegistryLite)

AbstractMessage.Builder.mergeFrom(Message)

AbstractMessage.Builder.mergeFrom(InputStream)

AbstractMessage.Builder.mergeFrom(InputStream,ExtensionRegistryLite)

AbstractMessage.Builder.newUninitializedMessageException(Message)

AbstractMessage.Builder.toString()

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.Builder.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.Builder.internalMergeFrom(MessageType)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream)

AbstractMessageLite.Builder.mergeDelimitedFrom(InputStream,ExtensionRegistryLite)

AbstractMessageLite.Builder.mergeFrom(MessageLite)

AbstractMessageLite.Builder.newUninitializedMessageException(MessageLite)

GeneratedMessageV3.Builder.addRepeatedField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.clear()

GeneratedMessageV3.Builder.clearField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.clearOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.clone()

GeneratedMessageV3.Builder.getAllFields()

GeneratedMessageV3.Builder.getDescriptorForType()

GeneratedMessageV3.Builder.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getFieldBuilder(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.getParentForChildren()

GeneratedMessageV3.Builder.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldBuilder(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.Builder.getRepeatedFieldCount(Descriptors.FieldDescriptor)

com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()

GeneratedMessageV3.Builder.getUnknownFields()

GeneratedMessageV3.Builder.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.Builder.internalGetFieldAccessorTable()

GeneratedMessageV3.Builder.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMapFieldReflection(int)

GeneratedMessageV3.Builder.internalGetMutableMapField(int)

com.google.protobuf.GeneratedMessageV3.Builder.internalGetMutableMapFieldReflection(int)

GeneratedMessageV3.Builder.isClean()

GeneratedMessageV3.Builder.isInitialized()

GeneratedMessageV3.Builder.markClean()

GeneratedMessageV3.Builder.mergeUnknownFields(UnknownFieldSet)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)

com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)

GeneratedMessageV3.Builder.newBuilderForField(Descriptors.FieldDescriptor)

GeneratedMessageV3.Builder.onBuilt()

GeneratedMessageV3.Builder.onChanged()

com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessageV3.Builder.setField(Descriptors.FieldDescriptor,Object)

GeneratedMessageV3.Builder.setRepeatedField(Descriptors.FieldDescriptor,int,Object)

com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)

GeneratedMessageV3.Builder.setUnknownFields(UnknownFieldSet)

GeneratedMessageV3.Builder.setUnknownFieldsProto3(UnknownFieldSet)

Object.equals(Object)

Object.finalize()

Object.getClass()

Object.hashCode()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Methods

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public EvaluateInstancesResponse.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.addRepeatedField(Descriptors.FieldDescriptor field, Object value)

build()

public EvaluateInstancesResponse build()

Returns
Type	Description
EvaluateInstancesResponse

buildPartial()

public EvaluateInstancesResponse buildPartial()

Returns
Type	Description
EvaluateInstancesResponse

clear()

public EvaluateInstancesResponse.Builder clear()

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clear()

clearBleuResults()

public EvaluateInstancesResponse.Builder clearBleuResults()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearCoherenceResult()

public EvaluateInstancesResponse.Builder clearCoherenceResult()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearEvaluationResults()

public EvaluateInstancesResponse.Builder clearEvaluationResults()

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearExactMatchResults()

public EvaluateInstancesResponse.Builder clearExactMatchResults()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearField(Descriptors.FieldDescriptor field)

public EvaluateInstancesResponse.Builder clearField(Descriptors.FieldDescriptor field)

Parameter
Name	Description
field	FieldDescriptor

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearField(Descriptors.FieldDescriptor field)

clearFluencyResult()

public EvaluateInstancesResponse.Builder clearFluencyResult()

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearFulfillmentResult()

public EvaluateInstancesResponse.Builder clearFulfillmentResult()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearGroundednessResult()

public EvaluateInstancesResponse.Builder clearGroundednessResult()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearOneof(Descriptors.OneofDescriptor oneof)

public EvaluateInstancesResponse.Builder clearOneof(Descriptors.OneofDescriptor oneof)

Parameter
Name	Description
oneof	OneofDescriptor

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clearOneof(Descriptors.OneofDescriptor oneof)

clearPairwiseQuestionAnsweringQualityResult()

public EvaluateInstancesResponse.Builder clearPairwiseQuestionAnsweringQualityResult()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearPairwiseSummarizationQualityResult()

public EvaluateInstancesResponse.Builder clearPairwiseSummarizationQualityResult()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearQuestionAnsweringCorrectnessResult()

public EvaluateInstancesResponse.Builder clearQuestionAnsweringCorrectnessResult()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearQuestionAnsweringHelpfulnessResult()

public EvaluateInstancesResponse.Builder clearQuestionAnsweringHelpfulnessResult()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearQuestionAnsweringQualityResult()

public EvaluateInstancesResponse.Builder clearQuestionAnsweringQualityResult()

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearQuestionAnsweringRelevanceResult()

public EvaluateInstancesResponse.Builder clearQuestionAnsweringRelevanceResult()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearRagContextRecallResult()

public EvaluateInstancesResponse.Builder clearRagContextRecallResult()

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearResponseRecallResult()

public EvaluateInstancesResponse.Builder clearResponseRecallResult()

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearRougeResults()

public EvaluateInstancesResponse.Builder clearRougeResults()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearSafetyResult()

public EvaluateInstancesResponse.Builder clearSafetyResult()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearSummarizationHelpfulnessResult()

public EvaluateInstancesResponse.Builder clearSummarizationHelpfulnessResult()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearSummarizationQualityResult()

public EvaluateInstancesResponse.Builder clearSummarizationQualityResult()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearSummarizationVerbosityResult()

public EvaluateInstancesResponse.Builder clearSummarizationVerbosityResult()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearToolCallValidResults()

public EvaluateInstancesResponse.Builder clearToolCallValidResults()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearToolNameMatchResults()

public EvaluateInstancesResponse.Builder clearToolNameMatchResults()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearToolParameterKeyMatchResults()

public EvaluateInstancesResponse.Builder clearToolParameterKeyMatchResults()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clearToolParameterKvMatchResults()

public EvaluateInstancesResponse.Builder clearToolParameterKvMatchResults()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
EvaluateInstancesResponse.Builder

clone()

public EvaluateInstancesResponse.Builder clone()

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.clone()

getBleuResults()

public BleuResults getBleuResults()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
BleuResults	The bleuResults.

getBleuResultsBuilder()

public BleuResults.Builder getBleuResultsBuilder()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
BleuResults.Builder

getBleuResultsOrBuilder()

public BleuResultsOrBuilder getBleuResultsOrBuilder()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
BleuResultsOrBuilder

getCoherenceResult()

public CoherenceResult getCoherenceResult()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
CoherenceResult	The coherenceResult.

getCoherenceResultBuilder()

public CoherenceResult.Builder getCoherenceResultBuilder()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
CoherenceResult.Builder

getCoherenceResultOrBuilder()

public CoherenceResultOrBuilder getCoherenceResultOrBuilder()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
CoherenceResultOrBuilder

getDefaultInstanceForType()

public EvaluateInstancesResponse getDefaultInstanceForType()

Returns
Type	Description
EvaluateInstancesResponse

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()

Returns
Type	Description
Descriptor

Overrides

GeneratedMessageV3.Builder<BuilderType>.getDescriptorForType()

getEvaluationResultsCase()

public EvaluateInstancesResponse.EvaluationResultsCase getEvaluationResultsCase()

Returns
Type	Description
EvaluateInstancesResponse.EvaluationResultsCase

getExactMatchResults()

public ExactMatchResults getExactMatchResults()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
ExactMatchResults	The exactMatchResults.

getExactMatchResultsBuilder()

public ExactMatchResults.Builder getExactMatchResultsBuilder()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
ExactMatchResults.Builder

getExactMatchResultsOrBuilder()

public ExactMatchResultsOrBuilder getExactMatchResultsOrBuilder()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
ExactMatchResultsOrBuilder

getFluencyResult()

public FluencyResult getFluencyResult()

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
FluencyResult	The fluencyResult.

getFluencyResultBuilder()

public FluencyResult.Builder getFluencyResultBuilder()

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
FluencyResult.Builder

getFluencyResultOrBuilder()

public FluencyResultOrBuilder getFluencyResultOrBuilder()

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
FluencyResultOrBuilder

getFulfillmentResult()

public FulfillmentResult getFulfillmentResult()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
FulfillmentResult	The fulfillmentResult.

getFulfillmentResultBuilder()

public FulfillmentResult.Builder getFulfillmentResultBuilder()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
FulfillmentResult.Builder

getFulfillmentResultOrBuilder()

public FulfillmentResultOrBuilder getFulfillmentResultOrBuilder()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
FulfillmentResultOrBuilder

getGroundednessResult()

public GroundednessResult getGroundednessResult()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
GroundednessResult	The groundednessResult.

getGroundednessResultBuilder()

public GroundednessResult.Builder getGroundednessResultBuilder()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
GroundednessResult.Builder

getGroundednessResultOrBuilder()

public GroundednessResultOrBuilder getGroundednessResultOrBuilder()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
GroundednessResultOrBuilder

getPairwiseQuestionAnsweringQualityResult()

public PairwiseQuestionAnsweringQualityResult getPairwiseQuestionAnsweringQualityResult()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
PairwiseQuestionAnsweringQualityResult	The pairwiseQuestionAnsweringQualityResult.

getPairwiseQuestionAnsweringQualityResultBuilder()

public PairwiseQuestionAnsweringQualityResult.Builder getPairwiseQuestionAnsweringQualityResultBuilder()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
PairwiseQuestionAnsweringQualityResult.Builder

getPairwiseQuestionAnsweringQualityResultOrBuilder()

public PairwiseQuestionAnsweringQualityResultOrBuilder getPairwiseQuestionAnsweringQualityResultOrBuilder()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
PairwiseQuestionAnsweringQualityResultOrBuilder

getPairwiseSummarizationQualityResult()

public PairwiseSummarizationQualityResult getPairwiseSummarizationQualityResult()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
PairwiseSummarizationQualityResult	The pairwiseSummarizationQualityResult.

getPairwiseSummarizationQualityResultBuilder()

public PairwiseSummarizationQualityResult.Builder getPairwiseSummarizationQualityResultBuilder()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
PairwiseSummarizationQualityResult.Builder

getPairwiseSummarizationQualityResultOrBuilder()

public PairwiseSummarizationQualityResultOrBuilder getPairwiseSummarizationQualityResultOrBuilder()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
PairwiseSummarizationQualityResultOrBuilder

getQuestionAnsweringCorrectnessResult()

public QuestionAnsweringCorrectnessResult getQuestionAnsweringCorrectnessResult()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
QuestionAnsweringCorrectnessResult	The questionAnsweringCorrectnessResult.

getQuestionAnsweringCorrectnessResultBuilder()

public QuestionAnsweringCorrectnessResult.Builder getQuestionAnsweringCorrectnessResultBuilder()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
QuestionAnsweringCorrectnessResult.Builder

getQuestionAnsweringCorrectnessResultOrBuilder()

public QuestionAnsweringCorrectnessResultOrBuilder getQuestionAnsweringCorrectnessResultOrBuilder()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
QuestionAnsweringCorrectnessResultOrBuilder

getQuestionAnsweringHelpfulnessResult()

public QuestionAnsweringHelpfulnessResult getQuestionAnsweringHelpfulnessResult()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
QuestionAnsweringHelpfulnessResult	The questionAnsweringHelpfulnessResult.

getQuestionAnsweringHelpfulnessResultBuilder()

public QuestionAnsweringHelpfulnessResult.Builder getQuestionAnsweringHelpfulnessResultBuilder()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
QuestionAnsweringHelpfulnessResult.Builder

getQuestionAnsweringHelpfulnessResultOrBuilder()

public QuestionAnsweringHelpfulnessResultOrBuilder getQuestionAnsweringHelpfulnessResultOrBuilder()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
QuestionAnsweringHelpfulnessResultOrBuilder

getQuestionAnsweringQualityResult()

public QuestionAnsweringQualityResult getQuestionAnsweringQualityResult()

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
QuestionAnsweringQualityResult	The questionAnsweringQualityResult.

getQuestionAnsweringQualityResultBuilder()

public QuestionAnsweringQualityResult.Builder getQuestionAnsweringQualityResultBuilder()

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
QuestionAnsweringQualityResult.Builder

getQuestionAnsweringQualityResultOrBuilder()

public QuestionAnsweringQualityResultOrBuilder getQuestionAnsweringQualityResultOrBuilder()

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
QuestionAnsweringQualityResultOrBuilder

getQuestionAnsweringRelevanceResult()

public QuestionAnsweringRelevanceResult getQuestionAnsweringRelevanceResult()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
QuestionAnsweringRelevanceResult	The questionAnsweringRelevanceResult.

getQuestionAnsweringRelevanceResultBuilder()

public QuestionAnsweringRelevanceResult.Builder getQuestionAnsweringRelevanceResultBuilder()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
QuestionAnsweringRelevanceResult.Builder

getQuestionAnsweringRelevanceResultOrBuilder()

public QuestionAnsweringRelevanceResultOrBuilder getQuestionAnsweringRelevanceResultOrBuilder()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
QuestionAnsweringRelevanceResultOrBuilder

getRagContextRecallResult()

public RagContextRecallResult getRagContextRecallResult()

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Returns
Type	Description
RagContextRecallResult	The ragContextRecallResult.

getRagContextRecallResultBuilder()

public RagContextRecallResult.Builder getRagContextRecallResultBuilder()

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Returns
Type	Description
RagContextRecallResult.Builder

getRagContextRecallResultOrBuilder()

public RagContextRecallResultOrBuilder getRagContextRecallResultOrBuilder()

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Returns
Type	Description
RagContextRecallResultOrBuilder

getResponseRecallResult()

public ResponseRecallResult getResponseRecallResult()

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Returns
Type	Description
ResponseRecallResult	The responseRecallResult.

getResponseRecallResultBuilder()

public ResponseRecallResult.Builder getResponseRecallResultBuilder()

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Returns
Type	Description
ResponseRecallResult.Builder

getResponseRecallResultOrBuilder()

public ResponseRecallResultOrBuilder getResponseRecallResultOrBuilder()

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Returns
Type	Description
ResponseRecallResultOrBuilder

getRougeResults()

public RougeResults getRougeResults()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
RougeResults	The rougeResults.

getRougeResultsBuilder()

public RougeResults.Builder getRougeResultsBuilder()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
RougeResults.Builder

getRougeResultsOrBuilder()

public RougeResultsOrBuilder getRougeResultsOrBuilder()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
RougeResultsOrBuilder

getSafetyResult()

public SafetyResult getSafetyResult()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
SafetyResult	The safetyResult.

getSafetyResultBuilder()

public SafetyResult.Builder getSafetyResultBuilder()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
SafetyResult.Builder

getSafetyResultOrBuilder()

public SafetyResultOrBuilder getSafetyResultOrBuilder()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
SafetyResultOrBuilder

getSummarizationHelpfulnessResult()

public SummarizationHelpfulnessResult getSummarizationHelpfulnessResult()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
SummarizationHelpfulnessResult	The summarizationHelpfulnessResult.

getSummarizationHelpfulnessResultBuilder()

public SummarizationHelpfulnessResult.Builder getSummarizationHelpfulnessResultBuilder()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
SummarizationHelpfulnessResult.Builder

getSummarizationHelpfulnessResultOrBuilder()

public SummarizationHelpfulnessResultOrBuilder getSummarizationHelpfulnessResultOrBuilder()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
SummarizationHelpfulnessResultOrBuilder

getSummarizationQualityResult()

public SummarizationQualityResult getSummarizationQualityResult()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
SummarizationQualityResult	The summarizationQualityResult.

getSummarizationQualityResultBuilder()

public SummarizationQualityResult.Builder getSummarizationQualityResultBuilder()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
SummarizationQualityResult.Builder

getSummarizationQualityResultOrBuilder()

public SummarizationQualityResultOrBuilder getSummarizationQualityResultOrBuilder()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
SummarizationQualityResultOrBuilder

getSummarizationVerbosityResult()

public SummarizationVerbosityResult getSummarizationVerbosityResult()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
SummarizationVerbosityResult	The summarizationVerbosityResult.

getSummarizationVerbosityResultBuilder()

public SummarizationVerbosityResult.Builder getSummarizationVerbosityResultBuilder()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
SummarizationVerbosityResult.Builder

getSummarizationVerbosityResultOrBuilder()

public SummarizationVerbosityResultOrBuilder getSummarizationVerbosityResultOrBuilder()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
SummarizationVerbosityResultOrBuilder

getToolCallValidResults()

public ToolCallValidResults getToolCallValidResults()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
ToolCallValidResults	The toolCallValidResults.

getToolCallValidResultsBuilder()

public ToolCallValidResults.Builder getToolCallValidResultsBuilder()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
ToolCallValidResults.Builder

getToolCallValidResultsOrBuilder()

public ToolCallValidResultsOrBuilder getToolCallValidResultsOrBuilder()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
ToolCallValidResultsOrBuilder

getToolNameMatchResults()

public ToolNameMatchResults getToolNameMatchResults()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
ToolNameMatchResults	The toolNameMatchResults.

getToolNameMatchResultsBuilder()

public ToolNameMatchResults.Builder getToolNameMatchResultsBuilder()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
ToolNameMatchResults.Builder

getToolNameMatchResultsOrBuilder()

public ToolNameMatchResultsOrBuilder getToolNameMatchResultsOrBuilder()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
ToolNameMatchResultsOrBuilder

getToolParameterKeyMatchResults()

public ToolParameterKeyMatchResults getToolParameterKeyMatchResults()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
ToolParameterKeyMatchResults	The toolParameterKeyMatchResults.

getToolParameterKeyMatchResultsBuilder()

public ToolParameterKeyMatchResults.Builder getToolParameterKeyMatchResultsBuilder()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
ToolParameterKeyMatchResults.Builder

getToolParameterKeyMatchResultsOrBuilder()

public ToolParameterKeyMatchResultsOrBuilder getToolParameterKeyMatchResultsOrBuilder()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
ToolParameterKeyMatchResultsOrBuilder

getToolParameterKvMatchResults()

public ToolParameterKVMatchResults getToolParameterKvMatchResults()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
ToolParameterKVMatchResults	The toolParameterKvMatchResults.

getToolParameterKvMatchResultsBuilder()

public ToolParameterKVMatchResults.Builder getToolParameterKvMatchResultsBuilder()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
ToolParameterKVMatchResults.Builder

getToolParameterKvMatchResultsOrBuilder()

public ToolParameterKVMatchResultsOrBuilder getToolParameterKvMatchResultsOrBuilder()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
ToolParameterKVMatchResultsOrBuilder

hasBleuResults()

public boolean hasBleuResults()

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Returns
Type	Description
boolean	Whether the bleuResults field is set.

hasCoherenceResult()

public boolean hasCoherenceResult()

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Returns
Type	Description
boolean	Whether the coherenceResult field is set.

hasExactMatchResults()

public boolean hasExactMatchResults()

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Returns
Type	Description
boolean	Whether the exactMatchResults field is set.

hasFluencyResult()

public boolean hasFluencyResult()

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Returns
Type	Description
boolean	Whether the fluencyResult field is set.

hasFulfillmentResult()

public boolean hasFulfillmentResult()

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Returns
Type	Description
boolean	Whether the fulfillmentResult field is set.

hasGroundednessResult()

public boolean hasGroundednessResult()

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Returns
Type	Description
boolean	Whether the groundednessResult field is set.

hasPairwiseQuestionAnsweringQualityResult()

public boolean hasPairwiseQuestionAnsweringQualityResult()

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Returns
Type	Description
boolean	Whether the pairwiseQuestionAnsweringQualityResult field is set.

hasPairwiseSummarizationQualityResult()

public boolean hasPairwiseSummarizationQualityResult()

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Returns
Type	Description
boolean	Whether the pairwiseSummarizationQualityResult field is set.

hasQuestionAnsweringCorrectnessResult()

public boolean hasQuestionAnsweringCorrectnessResult()

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Returns
Type	Description
boolean	Whether the questionAnsweringCorrectnessResult field is set.

hasQuestionAnsweringHelpfulnessResult()

public boolean hasQuestionAnsweringHelpfulnessResult()

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Returns
Type	Description
boolean	Whether the questionAnsweringHelpfulnessResult field is set.

hasQuestionAnsweringQualityResult()

public boolean hasQuestionAnsweringQualityResult()

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Returns
Type	Description
boolean	Whether the questionAnsweringQualityResult field is set.

hasQuestionAnsweringRelevanceResult()

public boolean hasQuestionAnsweringRelevanceResult()

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Returns
Type	Description
boolean	Whether the questionAnsweringRelevanceResult field is set.

hasRagContextRecallResult()

public boolean hasRagContextRecallResult()

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Returns
Type	Description
boolean	Whether the ragContextRecallResult field is set.

hasResponseRecallResult()

public boolean hasResponseRecallResult()

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Returns
Type	Description
boolean	Whether the responseRecallResult field is set.

hasRougeResults()

public boolean hasRougeResults()

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Returns
Type	Description
boolean	Whether the rougeResults field is set.

hasSafetyResult()

public boolean hasSafetyResult()

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Returns
Type	Description
boolean	Whether the safetyResult field is set.

hasSummarizationHelpfulnessResult()

public boolean hasSummarizationHelpfulnessResult()

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Returns
Type	Description
boolean	Whether the summarizationHelpfulnessResult field is set.

hasSummarizationQualityResult()

public boolean hasSummarizationQualityResult()

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Returns
Type	Description
boolean	Whether the summarizationQualityResult field is set.

hasSummarizationVerbosityResult()

public boolean hasSummarizationVerbosityResult()

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Returns
Type	Description
boolean	Whether the summarizationVerbosityResult field is set.

hasToolCallValidResults()

public boolean hasToolCallValidResults()

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Returns
Type	Description
boolean	Whether the toolCallValidResults field is set.

hasToolNameMatchResults()

public boolean hasToolNameMatchResults()

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Returns
Type	Description
boolean	Whether the toolNameMatchResults field is set.

hasToolParameterKeyMatchResults()

public boolean hasToolParameterKeyMatchResults()

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Returns
Type	Description
boolean	Whether the toolParameterKeyMatchResults field is set.

hasToolParameterKvMatchResults()

public boolean hasToolParameterKvMatchResults()

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Returns
Type	Description
boolean	Whether the toolParameterKvMatchResults field is set.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.Builder<BuilderType>.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.Builder<BuilderType>.isInitialized()

mergeBleuResults(BleuResults value)

public EvaluateInstancesResponse.Builder mergeBleuResults(BleuResults value)

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Parameter
Name	Description
value	BleuResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeCoherenceResult(CoherenceResult value)

public EvaluateInstancesResponse.Builder mergeCoherenceResult(CoherenceResult value)

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Parameter
Name	Description
value	CoherenceResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeExactMatchResults(ExactMatchResults value)

public EvaluateInstancesResponse.Builder mergeExactMatchResults(ExactMatchResults value)

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Parameter
Name	Description
value	ExactMatchResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeFluencyResult(FluencyResult value)

public EvaluateInstancesResponse.Builder mergeFluencyResult(FluencyResult value)

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Parameter
Name	Description
value	FluencyResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeFrom(EvaluateInstancesResponse other)

public EvaluateInstancesResponse.Builder mergeFrom(EvaluateInstancesResponse other)

Parameter
Name	Description
other	EvaluateInstancesResponse

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public EvaluateInstancesResponse.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Exceptions
Type	Description
IOException

mergeFrom(Message other)

public EvaluateInstancesResponse.Builder mergeFrom(Message other)

Parameter
Name	Description
other	Message

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

AbstractMessage.Builder<BuilderType>.mergeFrom(Message other)

mergeFulfillmentResult(FulfillmentResult value)

public EvaluateInstancesResponse.Builder mergeFulfillmentResult(FulfillmentResult value)

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Parameter
Name	Description
value	FulfillmentResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeGroundednessResult(GroundednessResult value)

public EvaluateInstancesResponse.Builder mergeGroundednessResult(GroundednessResult value)

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Parameter
Name	Description
value	GroundednessResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergePairwiseQuestionAnsweringQualityResult(PairwiseQuestionAnsweringQualityResult value)

public EvaluateInstancesResponse.Builder mergePairwiseQuestionAnsweringQualityResult(PairwiseQuestionAnsweringQualityResult value)

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Parameter
Name	Description
value	PairwiseQuestionAnsweringQualityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergePairwiseSummarizationQualityResult(PairwiseSummarizationQualityResult value)

public EvaluateInstancesResponse.Builder mergePairwiseSummarizationQualityResult(PairwiseSummarizationQualityResult value)

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Parameter
Name	Description
value	PairwiseSummarizationQualityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeQuestionAnsweringCorrectnessResult(QuestionAnsweringCorrectnessResult value)

public EvaluateInstancesResponse.Builder mergeQuestionAnsweringCorrectnessResult(QuestionAnsweringCorrectnessResult value)

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Parameter
Name	Description
value	QuestionAnsweringCorrectnessResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeQuestionAnsweringHelpfulnessResult(QuestionAnsweringHelpfulnessResult value)

public EvaluateInstancesResponse.Builder mergeQuestionAnsweringHelpfulnessResult(QuestionAnsweringHelpfulnessResult value)

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Parameter
Name	Description
value	QuestionAnsweringHelpfulnessResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeQuestionAnsweringQualityResult(QuestionAnsweringQualityResult value)

public EvaluateInstancesResponse.Builder mergeQuestionAnsweringQualityResult(QuestionAnsweringQualityResult value)

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Parameter
Name	Description
value	QuestionAnsweringQualityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeQuestionAnsweringRelevanceResult(QuestionAnsweringRelevanceResult value)

public EvaluateInstancesResponse.Builder mergeQuestionAnsweringRelevanceResult(QuestionAnsweringRelevanceResult value)

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Parameter
Name	Description
value	QuestionAnsweringRelevanceResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeRagContextRecallResult(RagContextRecallResult value)

public EvaluateInstancesResponse.Builder mergeRagContextRecallResult(RagContextRecallResult value)

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Parameter
Name	Description
value	RagContextRecallResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeResponseRecallResult(ResponseRecallResult value)

public EvaluateInstancesResponse.Builder mergeResponseRecallResult(ResponseRecallResult value)

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Parameter
Name	Description
value	ResponseRecallResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeRougeResults(RougeResults value)

public EvaluateInstancesResponse.Builder mergeRougeResults(RougeResults value)

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Parameter
Name	Description
value	RougeResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeSafetyResult(SafetyResult value)

public EvaluateInstancesResponse.Builder mergeSafetyResult(SafetyResult value)

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Parameter
Name	Description
value	SafetyResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeSummarizationHelpfulnessResult(SummarizationHelpfulnessResult value)

public EvaluateInstancesResponse.Builder mergeSummarizationHelpfulnessResult(SummarizationHelpfulnessResult value)

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Parameter
Name	Description
value	SummarizationHelpfulnessResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeSummarizationQualityResult(SummarizationQualityResult value)

public EvaluateInstancesResponse.Builder mergeSummarizationQualityResult(SummarizationQualityResult value)

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Parameter
Name	Description
value	SummarizationQualityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeSummarizationVerbosityResult(SummarizationVerbosityResult value)

public EvaluateInstancesResponse.Builder mergeSummarizationVerbosityResult(SummarizationVerbosityResult value)

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Parameter
Name	Description
value	SummarizationVerbosityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeToolCallValidResults(ToolCallValidResults value)

public EvaluateInstancesResponse.Builder mergeToolCallValidResults(ToolCallValidResults value)

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Parameter
Name	Description
value	ToolCallValidResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeToolNameMatchResults(ToolNameMatchResults value)

public EvaluateInstancesResponse.Builder mergeToolNameMatchResults(ToolNameMatchResults value)

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Parameter
Name	Description
value	ToolNameMatchResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeToolParameterKeyMatchResults(ToolParameterKeyMatchResults value)

public EvaluateInstancesResponse.Builder mergeToolParameterKeyMatchResults(ToolParameterKeyMatchResults value)

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Parameter
Name	Description
value	ToolParameterKeyMatchResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeToolParameterKvMatchResults(ToolParameterKVMatchResults value)

public EvaluateInstancesResponse.Builder mergeToolParameterKvMatchResults(ToolParameterKVMatchResults value)

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Parameter
Name	Description
value	ToolParameterKVMatchResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

mergeUnknownFields(UnknownFieldSet unknownFields)

public final EvaluateInstancesResponse.Builder mergeUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.mergeUnknownFields(UnknownFieldSet unknownFields)

setBleuResults(BleuResults value)

public EvaluateInstancesResponse.Builder setBleuResults(BleuResults value)

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Parameter
Name	Description
value	BleuResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

setBleuResults(BleuResults.Builder builderForValue)

public EvaluateInstancesResponse.Builder setBleuResults(BleuResults.Builder builderForValue)

Results for bleu metric.

.google.cloud.aiplatform.v1beta1.BleuResults bleu_results = 2;

Parameter
Name	Description
builderForValue	BleuResults.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setCoherenceResult(CoherenceResult value)

public EvaluateInstancesResponse.Builder setCoherenceResult(CoherenceResult value)

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Parameter
Name	Description
value	CoherenceResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setCoherenceResult(CoherenceResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setCoherenceResult(CoherenceResult.Builder builderForValue)

Result for coherence metric.

.google.cloud.aiplatform.v1beta1.CoherenceResult coherence_result = 5;

Parameter
Name	Description
builderForValue	CoherenceResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setExactMatchResults(ExactMatchResults value)

public EvaluateInstancesResponse.Builder setExactMatchResults(ExactMatchResults value)

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Parameter
Name	Description
value	ExactMatchResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

setExactMatchResults(ExactMatchResults.Builder builderForValue)

public EvaluateInstancesResponse.Builder setExactMatchResults(ExactMatchResults.Builder builderForValue)

Auto metric evaluation results. Results for exact match metric.

.google.cloud.aiplatform.v1beta1.ExactMatchResults exact_match_results = 1;

Parameter
Name	Description
builderForValue	ExactMatchResults.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setField(Descriptors.FieldDescriptor field, Object value)

public EvaluateInstancesResponse.Builder setField(Descriptors.FieldDescriptor field, Object value)

Parameters
Name	Description
field	FieldDescriptor
value	Object

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setField(Descriptors.FieldDescriptor field, Object value)

setFluencyResult(FluencyResult value)

public EvaluateInstancesResponse.Builder setFluencyResult(FluencyResult value)

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Parameter
Name	Description
value	FluencyResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setFluencyResult(FluencyResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setFluencyResult(FluencyResult.Builder builderForValue)

LLM-based metric evaluation result. General text generation metrics, applicable to other categories. Result for fluency metric.

.google.cloud.aiplatform.v1beta1.FluencyResult fluency_result = 4;

Parameter
Name	Description
builderForValue	FluencyResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setFulfillmentResult(FulfillmentResult value)

public EvaluateInstancesResponse.Builder setFulfillmentResult(FulfillmentResult value)

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Parameter
Name	Description
value	FulfillmentResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setFulfillmentResult(FulfillmentResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setFulfillmentResult(FulfillmentResult.Builder builderForValue)

Result for fulfillment metric.

.google.cloud.aiplatform.v1beta1.FulfillmentResult fulfillment_result = 11;

Parameter
Name	Description
builderForValue	FulfillmentResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setGroundednessResult(GroundednessResult value)

public EvaluateInstancesResponse.Builder setGroundednessResult(GroundednessResult value)

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Parameter
Name	Description
value	GroundednessResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setGroundednessResult(GroundednessResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setGroundednessResult(GroundednessResult.Builder builderForValue)

Result for groundedness metric.

.google.cloud.aiplatform.v1beta1.GroundednessResult groundedness_result = 8;

Parameter
Name	Description
builderForValue	GroundednessResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setPairwiseQuestionAnsweringQualityResult(PairwiseQuestionAnsweringQualityResult value)

public EvaluateInstancesResponse.Builder setPairwiseQuestionAnsweringQualityResult(PairwiseQuestionAnsweringQualityResult value)

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Parameter
Name	Description
value	PairwiseQuestionAnsweringQualityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setPairwiseQuestionAnsweringQualityResult(PairwiseQuestionAnsweringQualityResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setPairwiseQuestionAnsweringQualityResult(PairwiseQuestionAnsweringQualityResult.Builder builderForValue)

Result for pairwise question answering quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseQuestionAnsweringQualityResult pairwise_question_answering_quality_result = 23;

Parameter
Name	Description
builderForValue	PairwiseQuestionAnsweringQualityResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setPairwiseSummarizationQualityResult(PairwiseSummarizationQualityResult value)

public EvaluateInstancesResponse.Builder setPairwiseSummarizationQualityResult(PairwiseSummarizationQualityResult value)

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Parameter
Name	Description
value	PairwiseSummarizationQualityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setPairwiseSummarizationQualityResult(PairwiseSummarizationQualityResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setPairwiseSummarizationQualityResult(PairwiseSummarizationQualityResult.Builder builderForValue)

Result for pairwise summarization quality metric.

.google.cloud.aiplatform.v1beta1.PairwiseSummarizationQualityResult pairwise_summarization_quality_result = 22;

Parameter
Name	Description
builderForValue	PairwiseSummarizationQualityResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setQuestionAnsweringCorrectnessResult(QuestionAnsweringCorrectnessResult value)

public EvaluateInstancesResponse.Builder setQuestionAnsweringCorrectnessResult(QuestionAnsweringCorrectnessResult value)

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Parameter
Name	Description
value	QuestionAnsweringCorrectnessResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setQuestionAnsweringCorrectnessResult(QuestionAnsweringCorrectnessResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setQuestionAnsweringCorrectnessResult(QuestionAnsweringCorrectnessResult.Builder builderForValue)

Result for question answering correctness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringCorrectnessResult question_answering_correctness_result = 17;

Parameter
Name	Description
builderForValue	QuestionAnsweringCorrectnessResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setQuestionAnsweringHelpfulnessResult(QuestionAnsweringHelpfulnessResult value)

public EvaluateInstancesResponse.Builder setQuestionAnsweringHelpfulnessResult(QuestionAnsweringHelpfulnessResult value)

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Parameter
Name	Description
value	QuestionAnsweringHelpfulnessResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setQuestionAnsweringHelpfulnessResult(QuestionAnsweringHelpfulnessResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setQuestionAnsweringHelpfulnessResult(QuestionAnsweringHelpfulnessResult.Builder builderForValue)

Result for question answering helpfulness metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringHelpfulnessResult question_answering_helpfulness_result = 16;

Parameter
Name	Description
builderForValue	QuestionAnsweringHelpfulnessResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setQuestionAnsweringQualityResult(QuestionAnsweringQualityResult value)

public EvaluateInstancesResponse.Builder setQuestionAnsweringQualityResult(QuestionAnsweringQualityResult value)

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Parameter
Name	Description
value	QuestionAnsweringQualityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setQuestionAnsweringQualityResult(QuestionAnsweringQualityResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setQuestionAnsweringQualityResult(QuestionAnsweringQualityResult.Builder builderForValue)

Question answering only metrics. Result for question answering quality metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringQualityResult question_answering_quality_result = 9;

Parameter
Name	Description
builderForValue	QuestionAnsweringQualityResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setQuestionAnsweringRelevanceResult(QuestionAnsweringRelevanceResult value)

public EvaluateInstancesResponse.Builder setQuestionAnsweringRelevanceResult(QuestionAnsweringRelevanceResult value)

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Parameter
Name	Description
value	QuestionAnsweringRelevanceResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setQuestionAnsweringRelevanceResult(QuestionAnsweringRelevanceResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setQuestionAnsweringRelevanceResult(QuestionAnsweringRelevanceResult.Builder builderForValue)

Result for question answering relevance metric.

.google.cloud.aiplatform.v1beta1.QuestionAnsweringRelevanceResult question_answering_relevance_result = 15;

Parameter
Name	Description
builderForValue	QuestionAnsweringRelevanceResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setRagContextRecallResult(RagContextRecallResult value)

public EvaluateInstancesResponse.Builder setRagContextRecallResult(RagContextRecallResult value)

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Parameter
Name	Description
value	RagContextRecallResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setRagContextRecallResult(RagContextRecallResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setRagContextRecallResult(RagContextRecallResult.Builder builderForValue)

RAG only metrics. Result for context recall metric.

.google.cloud.aiplatform.v1beta1.RagContextRecallResult rag_context_recall_result = 10;

Parameter
Name	Description
builderForValue	RagContextRecallResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public EvaluateInstancesResponse.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

Parameters
Name	Description
field	FieldDescriptor
index	int
value	Object

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

setResponseRecallResult(ResponseRecallResult value)

public EvaluateInstancesResponse.Builder setResponseRecallResult(ResponseRecallResult value)

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Parameter
Name	Description
value	ResponseRecallResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setResponseRecallResult(ResponseRecallResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setResponseRecallResult(ResponseRecallResult.Builder builderForValue)

Result for response recall metric.

.google.cloud.aiplatform.v1beta1.ResponseRecallResult response_recall_result = 12;

Parameter
Name	Description
builderForValue	ResponseRecallResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setRougeResults(RougeResults value)

public EvaluateInstancesResponse.Builder setRougeResults(RougeResults value)

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Parameter
Name	Description
value	RougeResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

setRougeResults(RougeResults.Builder builderForValue)

public EvaluateInstancesResponse.Builder setRougeResults(RougeResults.Builder builderForValue)

Results for rouge metric.

.google.cloud.aiplatform.v1beta1.RougeResults rouge_results = 3;

Parameter
Name	Description
builderForValue	RougeResults.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setSafetyResult(SafetyResult value)

public EvaluateInstancesResponse.Builder setSafetyResult(SafetyResult value)

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Parameter
Name	Description
value	SafetyResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setSafetyResult(SafetyResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setSafetyResult(SafetyResult.Builder builderForValue)

Result for safety metric.

.google.cloud.aiplatform.v1beta1.SafetyResult safety_result = 7;

Parameter
Name	Description
builderForValue	SafetyResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setSummarizationHelpfulnessResult(SummarizationHelpfulnessResult value)

public EvaluateInstancesResponse.Builder setSummarizationHelpfulnessResult(SummarizationHelpfulnessResult value)

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Parameter
Name	Description
value	SummarizationHelpfulnessResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setSummarizationHelpfulnessResult(SummarizationHelpfulnessResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setSummarizationHelpfulnessResult(SummarizationHelpfulnessResult.Builder builderForValue)

Result for summarization helpfulness metric.

.google.cloud.aiplatform.v1beta1.SummarizationHelpfulnessResult summarization_helpfulness_result = 13;

Parameter
Name	Description
builderForValue	SummarizationHelpfulnessResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setSummarizationQualityResult(SummarizationQualityResult value)

public EvaluateInstancesResponse.Builder setSummarizationQualityResult(SummarizationQualityResult value)

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Parameter
Name	Description
value	SummarizationQualityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setSummarizationQualityResult(SummarizationQualityResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setSummarizationQualityResult(SummarizationQualityResult.Builder builderForValue)

Summarization only metrics. Result for summarization quality metric.

.google.cloud.aiplatform.v1beta1.SummarizationQualityResult summarization_quality_result = 6;

Parameter
Name	Description
builderForValue	SummarizationQualityResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setSummarizationVerbosityResult(SummarizationVerbosityResult value)

public EvaluateInstancesResponse.Builder setSummarizationVerbosityResult(SummarizationVerbosityResult value)

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Parameter
Name	Description
value	SummarizationVerbosityResult

Returns
Type	Description
EvaluateInstancesResponse.Builder

setSummarizationVerbosityResult(SummarizationVerbosityResult.Builder builderForValue)

public EvaluateInstancesResponse.Builder setSummarizationVerbosityResult(SummarizationVerbosityResult.Builder builderForValue)

Result for summarization verbosity metric.

.google.cloud.aiplatform.v1beta1.SummarizationVerbosityResult summarization_verbosity_result = 14;

Parameter
Name	Description
builderForValue	SummarizationVerbosityResult.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setToolCallValidResults(ToolCallValidResults value)

public EvaluateInstancesResponse.Builder setToolCallValidResults(ToolCallValidResults value)

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Parameter
Name	Description
value	ToolCallValidResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

setToolCallValidResults(ToolCallValidResults.Builder builderForValue)

public EvaluateInstancesResponse.Builder setToolCallValidResults(ToolCallValidResults.Builder builderForValue)

Tool call metrics. Results for tool call valid metric.

.google.cloud.aiplatform.v1beta1.ToolCallValidResults tool_call_valid_results = 18;

Parameter
Name	Description
builderForValue	ToolCallValidResults.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setToolNameMatchResults(ToolNameMatchResults value)

public EvaluateInstancesResponse.Builder setToolNameMatchResults(ToolNameMatchResults value)

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Parameter
Name	Description
value	ToolNameMatchResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

setToolNameMatchResults(ToolNameMatchResults.Builder builderForValue)

public EvaluateInstancesResponse.Builder setToolNameMatchResults(ToolNameMatchResults.Builder builderForValue)

Results for tool name match metric.

.google.cloud.aiplatform.v1beta1.ToolNameMatchResults tool_name_match_results = 19;

Parameter
Name	Description
builderForValue	ToolNameMatchResults.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setToolParameterKeyMatchResults(ToolParameterKeyMatchResults value)

public EvaluateInstancesResponse.Builder setToolParameterKeyMatchResults(ToolParameterKeyMatchResults value)

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Parameter
Name	Description
value	ToolParameterKeyMatchResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

setToolParameterKeyMatchResults(ToolParameterKeyMatchResults.Builder builderForValue)

public EvaluateInstancesResponse.Builder setToolParameterKeyMatchResults(ToolParameterKeyMatchResults.Builder builderForValue)

Results for tool parameter key match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKeyMatchResults tool_parameter_key_match_results = 20;

Parameter
Name	Description
builderForValue	ToolParameterKeyMatchResults.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setToolParameterKvMatchResults(ToolParameterKVMatchResults value)

public EvaluateInstancesResponse.Builder setToolParameterKvMatchResults(ToolParameterKVMatchResults value)

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Parameter
Name	Description
value	ToolParameterKVMatchResults

Returns
Type	Description
EvaluateInstancesResponse.Builder

setToolParameterKvMatchResults(ToolParameterKVMatchResults.Builder builderForValue)

public EvaluateInstancesResponse.Builder setToolParameterKvMatchResults(ToolParameterKVMatchResults.Builder builderForValue)

Results for tool parameter key value match metric.

.google.cloud.aiplatform.v1beta1.ToolParameterKVMatchResults tool_parameter_kv_match_results = 21;

Parameter
Name	Description
builderForValue	ToolParameterKVMatchResults.Builder

Returns
Type	Description
EvaluateInstancesResponse.Builder

setUnknownFields(UnknownFieldSet unknownFields)

public final EvaluateInstancesResponse.Builder setUnknownFields(UnknownFieldSet unknownFields)

Parameter
Name	Description
unknownFields	UnknownFieldSet

Returns
Type	Description
EvaluateInstancesResponse.Builder

Overrides

GeneratedMessageV3.Builder<BuilderType>.setUnknownFields(UnknownFieldSet unknownFields)