wnsummarizer/wnsummarizer/wnrsmrz.d.ts

A complex summarize to easy for you

interface SummarizerConfig {
    level: 1 | 2 | 3;
    minSentences?: number;
    maxSentences?: number;
}
interface SummaryResult {
    original: string;
    summary: string;
    level: number;
    compressionRatio: number;
    keyPoints: string[];
    processingTime: number;
}
declare class TextSummarizer {
    private weights;
    private learningRate;
    private memoryCache;
    private performanceMetrics;
    private adaptiveThreshold;
    private hardware;
    private processCount;
    private neuralMemory;
    constructor();
    summarize(text: string, config: SummarizerConfig): Promise<SummaryResult>;
    private initializeNeuralNetwork;
    private preprocessText;
    private advancedTokenization;
    private extractAdvancedFeatures;
    private computeGlobalFrequency;
    private computeSentenceEmbeddings;
    private computeFrequencyScore;
    private computePositionalScore;
    private computeLengthScore;
    private computeStructuralScore;
    private computeSemanticScore;
    private computeCoherenceScore;
    private computeInformationScore;
    private computeContextualScore;
    private neuralProcessing;
    private activationFunction;
    private hardwareOptimization;
    private intelligentSelection;
    private analyzeTextComplexity;
    private calculateAdaptiveRatios;
    private calculateDiversityThreshold;
    private ensureDiversity;
    private reconstructSummary;
    private extractKeyPoints;
    private adaptiveLearning;
    private performanceOptimization;
    private cleanupCache;
    private extractWords;
    private stringToHash;
    private computeAdvancedHash;
    private getCachedResult;
    private updateCache;
    private handleShortText;
    private reconstructCachedResult;
}
export { TextSummarizer };