FluencyEvaluator Class

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

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

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

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

type FluencyEvaluator = class
    inherit SingleNumericMetricEvaluator

Public NotInheritable Class FluencyEvaluator
Inherits SingleNumericMetricEvaluator

Inheritance

Object

ChatConversationEvaluator

SingleNumericMetricEvaluator

FluencyEvaluator

Remarks

FluencyEvaluator returns a NumericMetric that contains a score for 'Fluency'. The score is a number between 1 and 5, with 1 indicating a poor score, and 5 indicating an excellent score.

Constructors

FluencyEvaluator()

Properties

EvaluationMetricNames	Gets the Names of the EvaluationMetrics produced by this IEvaluator. (Inherited from SingleNumericMetricEvaluator)
FluencyMetricName	Gets the Name of the NumericMetric returned by FluencyEvaluator.
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.