Microsoft.Extensions.AI.Evaluation Namespace

An EvaluationMetric containing a Boolean value that can be used to represent an outcome that can have one of two possible values (such as yes v/s no, or pass v/s fail).

Specifies the IChatClient that should be used when evaluation is performed using an AI model.

Extension methods for ChatMessage.

Extension methods for ChatResponse.

An IEvaluator that composes other IEvaluators to execute multiple (concurrent) evaluations on a supplied response.

An abstract base class that models additional contextual information (beyond that which is available in the conversation history) or other data that an IEvaluator may need to accurately evaluate supplied responses.

Represents a diagnostic (such as a warning, error or informational message) that applies to the result represented in an EvaluationMetric.

A base class that represents the result of an evaluation.

An base class that represents the result of an evaluation containing a value of type T.

Extension methods for EvaluationMetric.

Specifies how the result represented in an associated EvaluationMetric should be interpreted.

A collection of one or more EvaluationMetrics that represent the result of an evaluation.

Extension methods for EvaluationResult.

Extension methods for IEvaluator.

An EvaluationMetric containing a numeric value.

An EvaluationMetric containing a String value.

Evaluates responses produced by an AI model.

An enumeration that identifies the set of possible values for Severity.

An enumeration that identifies the set of possible ways in which an EvaluationMetric can be interpreted.