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    Interface CreateClassificationEvaluatorArgs<RecordType>

    The arguments for creating a classification-based evaluator

    interface CreateClassificationEvaluatorArgs<
        RecordType extends Record<string, unknown>,
    > {
        choices: ClassificationChoicesMap;
        inputMapping?: ObjectMapping<RecordType>;
        model: LanguageModel;
        name: string;
        optimizationDirection?: OptimizationDirection;
        promptTemplate: PromptTemplate;
        telemetry?: TelemetryConfig;
    }

    Type Parameters

    • RecordType extends Record<string, unknown>

    Hierarchy (View Summary)

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    Properties

    choices inputMapping? model name optimizationDirection? promptTemplate telemetry?

    Properties

    choices: ClassificationChoicesMap

    The choices to classify the example into. e.g. { "correct": 1, "incorrect": 0 }

    inputMapping?: ObjectMapping<RecordType>

    The mapping of the input to evaluate to the shape that the evaluator expects

    model: LanguageModel
    name: string

    The name of the metric that the evaluator produces E.x. "correctness"

    optimizationDirection?: OptimizationDirection

    If present, represents the direction in which you want the metric to be optimized E.x. "MAXIMIZE" means you want the number to be higher.

    promptTemplate: PromptTemplate

    The prompt template to use for classification

    telemetry?: TelemetryConfig

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