import { DeveloperProfile, SimilarityResult } from '../walls/06-memory/stores/recommendation-types';
export declare class SimilarityEngine {
    private cache;
    private cacheTTL;
    findSimilar(developerId: string, profiles: Map<string, DeveloperProfile>, limit?: number): SimilarityResult[];
    invalidateCache(developerId?: string): void;
}
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