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Class Evaluation.GoldenExpectation (0.9.0)

public static final class Evaluation.GoldenExpectation extends GeneratedMessage implements Evaluation.GoldenExpectationOrBuilder

Represents a single, checkable requirement.

Protobuf type google.cloud.ces.v1beta.Evaluation.GoldenExpectation

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessage > Evaluation.GoldenExpectation

Implements

Evaluation.GoldenExpectationOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashCode()

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.newBuilderForType(AbstractMessage.BuilderParent)

AbstractMessage.toString()

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

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessage.<ContainingT,T>newFileScopedGeneratedExtension(java.lang.Class<?>,com.google.protobuf.Message)

com.google.protobuf.GeneratedMessage.<ContainingT,T>newMessageScopedGeneratedExtension(com.google.protobuf.Message,int,java.lang.Class<?>,com.google.protobuf.Message)

com.google.protobuf.GeneratedMessage.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessage.<ListT>makeMutableCopy(ListT,int)

GeneratedMessage.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessage.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessage.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessage.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessage.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessage.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessage.<T>emptyList(java.lang.Class<T>)

com.google.protobuf.GeneratedMessage.<V>serializeBooleanMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.Boolean,V>,com.google.protobuf.MapEntry<java.lang.Boolean,V>,int)

com.google.protobuf.GeneratedMessage.<V>serializeIntegerMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.Integer,V>,com.google.protobuf.MapEntry<java.lang.Integer,V>,int)

com.google.protobuf.GeneratedMessage.<V>serializeLongMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.Long,V>,com.google.protobuf.MapEntry<java.lang.Long,V>,int)

com.google.protobuf.GeneratedMessage.<V>serializeStringMapTo(com.google.protobuf.CodedOutputStream,com.google.protobuf.MapField<java.lang.String,V>,com.google.protobuf.MapEntry<java.lang.String,V>,int)

com.google.protobuf.GeneratedMessage.canUseUnsafe()

GeneratedMessage.computeStringSize(int,Object)

GeneratedMessage.computeStringSizeNoTag(Object)

com.google.protobuf.GeneratedMessage.emptyBooleanList()

com.google.protobuf.GeneratedMessage.emptyDoubleList()

com.google.protobuf.GeneratedMessage.emptyFloatList()

com.google.protobuf.GeneratedMessage.emptyIntList()

com.google.protobuf.GeneratedMessage.emptyLongList()

GeneratedMessage.getAllFields()

GeneratedMessage.getDescriptorForType()

GeneratedMessage.getField(Descriptors.FieldDescriptor)

GeneratedMessage.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessage.getParserForType()

GeneratedMessage.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessage.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessage.getSerializedSize()

GeneratedMessage.getUnknownFields()

GeneratedMessage.hasField(Descriptors.FieldDescriptor)

GeneratedMessage.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessage.internalGetFieldAccessorTable()

GeneratedMessage.internalGetMapField(int)

com.google.protobuf.GeneratedMessage.internalGetMapFieldReflection(int)

GeneratedMessage.isInitialized()

com.google.protobuf.GeneratedMessage.isStringEmpty(java.lang.Object)

GeneratedMessage.makeExtensionsImmutable()

com.google.protobuf.GeneratedMessage.mergeFromAndMakeImmutableInternal(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite)

com.google.protobuf.GeneratedMessage.newInstance(com.google.protobuf.GeneratedMessage.UnusedPrivateParameter)

GeneratedMessage.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

com.google.protobuf.GeneratedMessage.parseUnknownFieldProto3(com.google.protobuf.CodedInputStream,com.google.protobuf.UnknownFieldSet.Builder,com.google.protobuf.ExtensionRegistryLite,int)

GeneratedMessage.writeReplace()

GeneratedMessage.writeString(CodedOutputStream,int,Object)

GeneratedMessage.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessage.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

AGENT_RESPONSE_FIELD_NUMBER

public static final int AGENT_RESPONSE_FIELD_NUMBER

Field Value
Type	Description
`int`

AGENT_RESPONSE_HALLUCINATION_METRICS_CONFIG_OVERRIDE_FIELD_NUMBER

public static final int AGENT_RESPONSE_HALLUCINATION_METRICS_CONFIG_OVERRIDE_FIELD_NUMBER

Field Value
Type	Description
`int`

AGENT_RESPONSE_SEMANTIC_SIMILARITY_METRICS_CONFIG_OVERRIDE_FIELD_NUMBER

public static final int AGENT_RESPONSE_SEMANTIC_SIMILARITY_METRICS_CONFIG_OVERRIDE_FIELD_NUMBER

Field Value
Type	Description
`int`

AGENT_TRANSFER_FIELD_NUMBER

public static final int AGENT_TRANSFER_FIELD_NUMBER

Field Value
Type	Description
`int`

COMPARISON_TYPE_FIELD_NUMBER

public static final int COMPARISON_TYPE_FIELD_NUMBER

Field Value
Type	Description
`int`

EXPECTATION_LEVEL_METRICS_THRESHOLDS_OVERRIDE_FIELD_NUMBER

public static final int EXPECTATION_LEVEL_METRICS_THRESHOLDS_OVERRIDE_FIELD_NUMBER

Field Value
Type	Description
`int`

MOCK_TOOL_RESPONSE_FIELD_NUMBER

public static final int MOCK_TOOL_RESPONSE_FIELD_NUMBER

Field Value
Type	Description
`int`

NOTE_FIELD_NUMBER

public static final int NOTE_FIELD_NUMBER

Field Value
Type	Description
`int`

NO_TOOL_CALLS_FIELD_NUMBER

public static final int NO_TOOL_CALLS_FIELD_NUMBER

Field Value
Type	Description
`int`

SKIP_EVALUATION_FIELD_NUMBER

public static final int SKIP_EVALUATION_FIELD_NUMBER

Field Value
Type	Description
`int`

TOOL_CALL_FIELD_NUMBER

public static final int TOOL_CALL_FIELD_NUMBER

Field Value
Type	Description
`int`

TOOL_RESPONSE_FIELD_NUMBER

public static final int TOOL_RESPONSE_FIELD_NUMBER

Field Value
Type	Description
`int`

UPDATED_VARIABLES_FIELD_NUMBER

public static final int UPDATED_VARIABLES_FIELD_NUMBER

Field Value
Type	Description
`int`

Static Methods

getDefaultInstance()

public static Evaluation.GoldenExpectation getDefaultInstance()

Returns
Type	Description
`Evaluation.GoldenExpectation`

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
`Descriptor`

newBuilder()

public static Evaluation.GoldenExpectation.Builder newBuilder()

Returns
Type	Description
`Evaluation.GoldenExpectation.Builder`

newBuilder(Evaluation.GoldenExpectation prototype)

public static Evaluation.GoldenExpectation.Builder newBuilder(Evaluation.GoldenExpectation prototype)

Parameter
Name	Description
`prototype`	`Evaluation.GoldenExpectation`

Returns
Type	Description
`Evaluation.GoldenExpectation.Builder`

parseDelimitedFrom(InputStream input)

public static Evaluation.GoldenExpectation parseDelimitedFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`IOException`

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Evaluation.GoldenExpectation parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`IOException`

parseFrom(byte[] data)

public static Evaluation.GoldenExpectation parseFrom(byte[] data)

Parameter
Name	Description
`data`	`byte[]`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static Evaluation.GoldenExpectation parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`byte[]`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data)

public static Evaluation.GoldenExpectation parseFrom(ByteString data)

Parameter
Name	Description
`data`	`ByteString`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static Evaluation.GoldenExpectation parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteString`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(CodedInputStream input)

public static Evaluation.GoldenExpectation parseFrom(CodedInputStream input)

Parameter
Name	Description
`input`	`CodedInputStream`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`IOException`

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static Evaluation.GoldenExpectation parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input)

public static Evaluation.GoldenExpectation parseFrom(InputStream input)

Parameter
Name	Description
`input`	`InputStream`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`IOException`

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static Evaluation.GoldenExpectation parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`IOException`

parseFrom(ByteBuffer data)

public static Evaluation.GoldenExpectation parseFrom(ByteBuffer data)

Parameter
Name	Description
`data`	`ByteBuffer`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static Evaluation.GoldenExpectation parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
`data`	`ByteBuffer`
`extensionRegistry`	`ExtensionRegistryLite`

Returns
Type	Description
`Evaluation.GoldenExpectation`

Exceptions
Type	Description
`InvalidProtocolBufferException`

parser()

public static Parser<Evaluation.GoldenExpectation> parser()

Returns
Type	Description
`Parser<GoldenExpectation>`

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
`obj`	`Object`

Returns
Type	Description
`boolean`

Overrides

AbstractMessage.equals(Object other)

getAgentResponse()

public Message getAgentResponse()

Optional. Check that the agent responded with the correct response. The role "agent" is implied.

.google.cloud.ces.v1beta.Message agent_response = 4 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`Message`	The agentResponse.

getAgentResponseHallucinationMetricsConfigOverride()

public EvaluationMetricsConfig.HallucinationMetricsConfig getAgentResponseHallucinationMetricsConfigOverride()

Optional. Overrides for agent_response hallucination metrics.

.google.cloud.ces.v1beta.EvaluationMetricsConfig.HallucinationMetricsConfig agent_response_hallucination_metrics_config_override = 11 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`EvaluationMetricsConfig.HallucinationMetricsConfig`	The agentResponseHallucinationMetricsConfigOverride.

getAgentResponseHallucinationMetricsConfigOverrideOrBuilder()

public EvaluationMetricsConfig.HallucinationMetricsConfigOrBuilder getAgentResponseHallucinationMetricsConfigOverrideOrBuilder()

Optional. Overrides for agent_response hallucination metrics.

.google.cloud.ces.v1beta.EvaluationMetricsConfig.HallucinationMetricsConfig agent_response_hallucination_metrics_config_override = 11 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`EvaluationMetricsConfig.HallucinationMetricsConfigOrBuilder`

getAgentResponseOrBuilder()

public MessageOrBuilder getAgentResponseOrBuilder()

Optional. Check that the agent responded with the correct response. The role "agent" is implied.

.google.cloud.ces.v1beta.Message agent_response = 4 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`MessageOrBuilder`

getAgentResponseSemanticSimilarityMetricsConfigOverride()

public EvaluationMetricsConfig.SemanticSimilarityMetricsConfig getAgentResponseSemanticSimilarityMetricsConfigOverride()

Optional. Overrides for agent_response semantic similarity metrics.

.google.cloud.ces.v1beta.EvaluationMetricsConfig.SemanticSimilarityMetricsConfig agent_response_semantic_similarity_metrics_config_override = 10 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`EvaluationMetricsConfig.SemanticSimilarityMetricsConfig`	The agentResponseSemanticSimilarityMetricsConfigOverride.

getAgentResponseSemanticSimilarityMetricsConfigOverrideOrBuilder()

public EvaluationMetricsConfig.SemanticSimilarityMetricsConfigOrBuilder getAgentResponseSemanticSimilarityMetricsConfigOverrideOrBuilder()

Optional. Overrides for agent_response semantic similarity metrics.

.google.cloud.ces.v1beta.EvaluationMetricsConfig.SemanticSimilarityMetricsConfig agent_response_semantic_similarity_metrics_config_override = 10 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`EvaluationMetricsConfig.SemanticSimilarityMetricsConfigOrBuilder`

getAgentTransfer()

public AgentTransfer getAgentTransfer()

Optional. Check that the agent transferred the conversation to a different agent.

.google.cloud.ces.v1beta.AgentTransfer agent_transfer = 5 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`AgentTransfer`	The agentTransfer.

getAgentTransferOrBuilder()

public AgentTransferOrBuilder getAgentTransferOrBuilder()

Optional. Check that the agent transferred the conversation to a different agent.

.google.cloud.ces.v1beta.AgentTransfer agent_transfer = 5 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`AgentTransferOrBuilder`

getComparisonType()

public EvaluationMetricsConfig.ComparisonType getComparisonType()

Optional. The comparison type to use for the expectation check.

.google.cloud.ces.v1beta.EvaluationMetricsConfig.ComparisonType comparison_type = 12 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`EvaluationMetricsConfig.ComparisonType`	The comparisonType.

getComparisonTypeValue()

public int getComparisonTypeValue()

Optional. The comparison type to use for the expectation check.

.google.cloud.ces.v1beta.EvaluationMetricsConfig.ComparisonType comparison_type = 12 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`int`	The enum numeric value on the wire for comparisonType.

getConditionCase()

public Evaluation.GoldenExpectation.ConditionCase getConditionCase()

Returns
Type	Description
`Evaluation.GoldenExpectation.ConditionCase`

getDefaultInstanceForType()

public Evaluation.GoldenExpectation getDefaultInstanceForType()

Returns
Type	Description
`Evaluation.GoldenExpectation`

getExpectationLevelMetricsThresholdsOverride()

public EvaluationMetricsThresholds.GoldenEvaluationMetricsThresholds.ExpectationLevelMetricsThresholds getExpectationLevelMetricsThresholdsOverride()

Optional. Overrides metrics at the step level.

.google.cloud.ces.v1beta.EvaluationMetricsThresholds.GoldenEvaluationMetricsThresholds.ExpectationLevelMetricsThresholds expectation_level_metrics_thresholds_override = 9 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`EvaluationMetricsThresholds.GoldenEvaluationMetricsThresholds.ExpectationLevelMetricsThresholds`	The expectationLevelMetricsThresholdsOverride.

getExpectationLevelMetricsThresholdsOverrideOrBuilder()

public EvaluationMetricsThresholds.GoldenEvaluationMetricsThresholds.ExpectationLevelMetricsThresholdsOrBuilder getExpectationLevelMetricsThresholdsOverrideOrBuilder()

Optional. Overrides metrics at the step level.

Returns
Type	Description
`EvaluationMetricsThresholds.GoldenEvaluationMetricsThresholds.ExpectationLevelMetricsThresholdsOrBuilder`

getMockToolResponse()

public ToolResponse getMockToolResponse()

Optional. The tool response to mock, with the parameters of interest specified. Any parameters not specified will be hallucinated by the LLM.

.google.cloud.ces.v1beta.ToolResponse mock_tool_response = 7 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`ToolResponse`	The mockToolResponse.

getMockToolResponseOrBuilder()

public ToolResponseOrBuilder getMockToolResponseOrBuilder()

Optional. The tool response to mock, with the parameters of interest specified. Any parameters not specified will be hallucinated by the LLM.

.google.cloud.ces.v1beta.ToolResponse mock_tool_response = 7 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`ToolResponseOrBuilder`

getNoToolCalls()

public boolean getNoToolCalls()

Optional. Check that no tools were called during this turn.

bool no_tool_calls = 13 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	The noToolCalls.

getNote()

public String getNote()

Optional. A note for this requirement, useful in reporting when specific checks fail. E.g., "Check_Payment_Tool_Called".

string note = 1 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`String`	The note.

getNoteBytes()

public ByteString getNoteBytes()

Optional. A note for this requirement, useful in reporting when specific checks fail. E.g., "Check_Payment_Tool_Called".

string note = 1 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`ByteString`	The bytes for note.

getParserForType()

public Parser<Evaluation.GoldenExpectation> getParserForType()

Returns
Type	Description
`Parser<GoldenExpectation>`

Overrides

GeneratedMessage.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
`int`

Overrides

GeneratedMessage.getSerializedSize()

getSkipEvaluation()

public boolean getSkipEvaluation()

Optional. If set to true, this specific expectation will not be evaluated.

bool skip_evaluation = 8 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	The skipEvaluation.

getToolCall()

public ToolCall getToolCall()

Optional. Check that a specific tool was called with the parameters.

.google.cloud.ces.v1beta.ToolCall tool_call = 2 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`ToolCall`	The toolCall.

getToolCallOrBuilder()

public ToolCallOrBuilder getToolCallOrBuilder()

Optional. Check that a specific tool was called with the parameters.

.google.cloud.ces.v1beta.ToolCall tool_call = 2 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`ToolCallOrBuilder`

getToolResponse()

public ToolResponse getToolResponse()

Optional. Check that a specific tool had the expected response.

.google.cloud.ces.v1beta.ToolResponse tool_response = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`ToolResponse`	The toolResponse.

getToolResponseOrBuilder()

public ToolResponseOrBuilder getToolResponseOrBuilder()

Optional. Check that a specific tool had the expected response.

.google.cloud.ces.v1beta.ToolResponse tool_response = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`ToolResponseOrBuilder`

getUpdatedVariables()

public Struct getUpdatedVariables()

Optional. Check that the agent updated the session variables to the expected values. Used to also capture agent variable updates for golden evals.

.google.protobuf.Struct updated_variables = 6 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`Struct`	The updatedVariables.

getUpdatedVariablesOrBuilder()

public StructOrBuilder getUpdatedVariablesOrBuilder()

Optional. Check that the agent updated the session variables to the expected values. Used to also capture agent variable updates for golden evals.

.google.protobuf.Struct updated_variables = 6 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`StructOrBuilder`

hasAgentResponse()

public boolean hasAgentResponse()

Optional. Check that the agent responded with the correct response. The role "agent" is implied.

.google.cloud.ces.v1beta.Message agent_response = 4 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the agentResponse field is set.

hasAgentResponseHallucinationMetricsConfigOverride()

public boolean hasAgentResponseHallucinationMetricsConfigOverride()

Optional. Overrides for agent_response hallucination metrics.

.google.cloud.ces.v1beta.EvaluationMetricsConfig.HallucinationMetricsConfig agent_response_hallucination_metrics_config_override = 11 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the agentResponseHallucinationMetricsConfigOverride field is set.

hasAgentResponseSemanticSimilarityMetricsConfigOverride()

public boolean hasAgentResponseSemanticSimilarityMetricsConfigOverride()

Optional. Overrides for agent_response semantic similarity metrics.

.google.cloud.ces.v1beta.EvaluationMetricsConfig.SemanticSimilarityMetricsConfig agent_response_semantic_similarity_metrics_config_override = 10 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the agentResponseSemanticSimilarityMetricsConfigOverride field is set.

hasAgentTransfer()

public boolean hasAgentTransfer()

Optional. Check that the agent transferred the conversation to a different agent.

.google.cloud.ces.v1beta.AgentTransfer agent_transfer = 5 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the agentTransfer field is set.

hasExpectationLevelMetricsThresholdsOverride()

public boolean hasExpectationLevelMetricsThresholdsOverride()

Optional. Overrides metrics at the step level.

Returns
Type	Description
`boolean`	Whether the expectationLevelMetricsThresholdsOverride field is set.

hasMockToolResponse()

public boolean hasMockToolResponse()

Optional. The tool response to mock, with the parameters of interest specified. Any parameters not specified will be hallucinated by the LLM.

.google.cloud.ces.v1beta.ToolResponse mock_tool_response = 7 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the mockToolResponse field is set.

hasNoToolCalls()

public boolean hasNoToolCalls()

Optional. Check that no tools were called during this turn.

bool no_tool_calls = 13 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the noToolCalls field is set.

hasToolCall()

public boolean hasToolCall()

Optional. Check that a specific tool was called with the parameters.

.google.cloud.ces.v1beta.ToolCall tool_call = 2 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the toolCall field is set.

hasToolResponse()

public boolean hasToolResponse()

Optional. Check that a specific tool had the expected response.

.google.cloud.ces.v1beta.ToolResponse tool_response = 3 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the toolResponse field is set.

hasUpdatedVariables()

public boolean hasUpdatedVariables()

Optional. Check that the agent updated the session variables to the expected values. Used to also capture agent variable updates for golden evals.

.google.protobuf.Struct updated_variables = 6 [(.google.api.field_behavior) = OPTIONAL];

Returns
Type	Description
`boolean`	Whether the updatedVariables field is set.

hashCode()

public int hashCode()

Returns
Type	Description
`int`

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
`FieldAccessorTable`

Overrides

GeneratedMessage.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
`boolean`

Overrides

GeneratedMessage.isInitialized()

newBuilderForType()

public Evaluation.GoldenExpectation.Builder newBuilderForType()

Returns
Type	Description
`Evaluation.GoldenExpectation.Builder`

newBuilderForType(AbstractMessage.BuilderParent parent)

protected Evaluation.GoldenExpectation.Builder newBuilderForType(AbstractMessage.BuilderParent parent)

Parameter
Name	Description
`parent`	`BuilderParent`

Returns
Type	Description
`Evaluation.GoldenExpectation.Builder`

Overrides

AbstractMessage.newBuilderForType(AbstractMessage.BuilderParent parent)

toBuilder()

public Evaluation.GoldenExpectation.Builder toBuilder()

Returns
Type	Description
`Evaluation.GoldenExpectation.Builder`

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
`output`	`CodedOutputStream`

Overrides

GeneratedMessage.writeTo(CodedOutputStream output)

Exceptions
Type	Description
`IOException`