smart-thinking-mcp
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Un serveur MCP avancé pour le raisonnement multi-dimensionnel, adaptatif et collaboratif
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TypeScript
export type TermVector = Record<string, number>;
export declare class SimilarityEngine {
private readonly stopWords;
private readonly tokenCache;
private readonly cacheExpiration;
constructor();
private normalize;
private tokenize;
private computeTermFrequency;
private computeInverseDocumentFrequency;
private buildVector;
private buildVectorsFromTokens;
calculateCosineSimilarity(vectorA: TermVector, vectorB: TermVector): number;
generateVectors(texts: string[]): Promise<TermVector[]>;
getVector(text: string, corpus?: string[]): Promise<TermVector>;
findSimilarTexts(referenceText: string, candidateTexts: string[], limit?: number, threshold?: number): Promise<Array<{
text: string;
score: number;
}>>;
calculateTextSimilarity(textA: string, textB: string): Promise<number>;
}