@prism-lang/confidence/dist/extractor.d.ts

Confidence extraction library for Prism - standardized patterns for extracting confidence values from LLMs and other sources

import { ConfidenceResult, ConsistencyOptions, ResponseAnalysisOptions } from './types';
/**
 * Main confidence extractor class providing three levels of API
 */
export declare class ConfidenceExtractor {
    /**
     * Level 1: Dead simple extraction
     */
    extract(response: string | any): Promise<ConfidenceResult>;
    /**
     * Level 2: Some control over extraction method
     */
    extractWithOptions(response: string | any, options: {
        method: 'consistency' | 'response_analysis' | 'structured';
        samples?: number;
        [key: string]: any;
    }): Promise<ConfidenceResult>;
    /**
     * Level 3: Full control - use individual methods directly
     */
    /**
     * Extract confidence from multiple samples using consistency
     */
    fromConsistency(sampler: () => Promise<string>, options?: ConsistencyOptions): Promise<ConfidenceResult>;
    /**
     * Extract confidence from response characteristics
     */
    fromResponseAnalysis(response: string, options?: ResponseAnalysisOptions): Promise<ConfidenceResult>;
    /**
     * Extract confidence from structured response
     */
    fromStructuredResponse(response: string): Promise<ConfidenceResult>;
    /**
     * Generate explanation for why this confidence was assigned
     */
    explain(result: ConfidenceResult): string;
    private calculateOverlap;
    private calculateConsistency;
    private consistencyToConfidence;
    private generateConsistencyExplanation;
    private analyzeHedging;
    private analyzeCertainty;
    private analyzeSpecificity;
    private analyzeCompleteness;
    private aggregateScores;
    private generateAnalysisExplanation;
    private findHedgingIndicators;
    private findCertaintyIndicators;
    private buildProvenance;
}
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