EquivalenceEvaluator Class

Reference

Definition

Namespace:: Microsoft.Extensions.AI.Evaluation.Quality

Assembly:: Microsoft.Extensions.AI.Evaluation.Quality.dll

Package:: Microsoft.Extensions.AI.Evaluation.Quality v9.3.0-preview.1.25164.6

Important

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An IEvaluator that evaluates the 'Equivalence' of a response produced by an AI model.

public ref class EquivalenceEvaluator sealed : Microsoft::Extensions::AI::Evaluation::Quality::SingleNumericMetricEvaluator

public sealed class EquivalenceEvaluator : Microsoft.Extensions.AI.Evaluation.Quality.SingleNumericMetricEvaluator

type EquivalenceEvaluator = class
    inherit SingleNumericMetricEvaluator

Public NotInheritable Class EquivalenceEvaluator
Inherits SingleNumericMetricEvaluator

Inheritance: Object

ChatConversationEvaluator

SingleNumericMetricEvaluator
EquivalenceEvaluator

Remarks

The EquivalenceEvaluator measures the degree to which the response being evaluated is similar to the response supplied via GroundTruth. It returns a NumericMetric that contains a score for the 'Equivalence'. The score is a number between 1 and 5, with 1 indicating a poor score, and 5 indicating an excellent score.

Constructors

EquivalenceEvaluator()

Properties

EquivalenceMetricName	Gets the Name of the NumericMetric returned by EquivalenceEvaluator.
EvaluationMetricNames	Gets the Names of the EvaluationMetrics produced by this IEvaluator. (Inherited from SingleNumericMetricEvaluator)
IgnoresHistory	Gets a value indicating whether this IEvaluator considers the entire conversation history (in addition to the request and response being evaluated) as part of the evaluation it performs. (Inherited from ChatConversationEvaluator)
MetricName	Gets the Name of the NumericMetric produced by this IEvaluator. (Inherited from SingleNumericMetricEvaluator)
SystemPrompt	Gets the system prompt that this IEvaluator uses when performing evaluations. (Inherited from SingleNumericMetricEvaluator)

Methods

CanRenderAsync(ChatMessage, Int32, ChatConfiguration, CancellationToken)	Determines if there is sufficient `tokenBudget` remaining to render the supplied `message` as part of the evaluation prompt that this IEvaluator uses. (Inherited from ChatConversationEvaluator)
EvaluateAsync(IEnumerable<ChatMessage>, ChatResponse, ChatConfiguration, IEnumerable<EvaluationContext>, CancellationToken)	Evaluates the supplied `modelResponse` and returns an EvaluationResult containing one or more EvaluationMetrics. (Inherited from ChatConversationEvaluator)
InitializeResult()	Returns an EvaluationResult that includes default values for all the EvaluationMetrics supported by this IEvaluator. (Inherited from SingleNumericMetricEvaluator)
PerformEvaluationAsync(ChatConfiguration, IList<ChatMessage>, EvaluationResult, CancellationToken)	Invokes the supplied ChatClient with the supplied `evaluationMessages` to perform the evaluation, and includes the results as one or more EvaluationMetrics in the supplied `result`. (Inherited from SingleNumericMetricEvaluator)
RenderAsync(ChatMessage, CancellationToken)	Renders the supplied `message` to a string that can be included as part of the evaluation prompt that this IEvaluator uses. (Inherited from ChatConversationEvaluator)
RenderAsync(ChatResponse, CancellationToken)	Renders the supplied `response` to a string that can be included as part of the evaluation prompt that this IEvaluator uses. (Inherited from ChatConversationEvaluator)
RenderEvaluationPromptAsync(ChatMessage, ChatResponse, IEnumerable<ChatMessage>, IEnumerable<EvaluationContext>, CancellationToken)	Renders the information present in the supplied parameters into a prompt that this IEvaluator uses to perform the evaluation. (Inherited from ChatConversationEvaluator)

Extension Methods

EvaluateAsync(IEvaluator, ChatMessage, ChatMessage, ChatConfiguration, IEnumerable<EvaluationContext>, CancellationToken)	Evaluates the supplied `modelResponse` and returns an EvaluationResult containing one or more EvaluationMetrics.
EvaluateAsync(IEvaluator, ChatMessage, ChatResponse, ChatConfiguration, IEnumerable<EvaluationContext>, CancellationToken)	Evaluates the supplied `modelResponse` and returns an EvaluationResult containing one or more EvaluationMetrics.
EvaluateAsync(IEvaluator, ChatMessage, ChatConfiguration, IEnumerable<EvaluationContext>, CancellationToken)	Evaluates the supplied `modelResponse` and returns an EvaluationResult containing one or more EvaluationMetrics.
EvaluateAsync(IEvaluator, ChatResponse, ChatConfiguration, IEnumerable<EvaluationContext>, CancellationToken)	Evaluates the supplied `modelResponse` and returns an EvaluationResult containing one or more EvaluationMetrics.
EvaluateAsync(IEvaluator, String, ChatConfiguration, IEnumerable<EvaluationContext>, CancellationToken)	Evaluates the supplied `modelResponse` and returns an EvaluationResult containing one or more EvaluationMetrics.
EvaluateAsync(IEvaluator, String, String, ChatConfiguration, IEnumerable<EvaluationContext>, CancellationToken)	Evaluates the supplied `modelResponse` and returns an EvaluationResult containing one or more EvaluationMetrics.

Applies to

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