import type { MemoryType } from '../types/index.js';
export interface ClassificationResult {
    type: MemoryType;
    confidence: number;
    reasoning: string;
}
export declare class MemoryClassifier {
    private patterns;
    /**
     * Classify a memory based on its content
     */
    classify(content: string): ClassificationResult;
    /**
     * Batch classify multiple memories
     */
    classifyBatch(contents: string[]): ClassificationResult[];
    /**
     * Get classification confidence threshold recommendations
     */ getConfidenceThresholds(): Record<MemoryType, number>; /**
     * Validate classification result
     */
    validateClassification(result: ClassificationResult): boolean;
    private applyLengthHeuristic;
    private applyStructureHeuristic;
    private hasKeywordMatch;
    private applySpecificHeuristics;
    private calculateMaxPossibleScore;
}
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