import type { IVectorStore } from '../memory/VectorStore.ts';
import type { ILLMProvider } from '../llm/ILLMProvider.ts';
import type { LearningOutcome } from './EpisodeLearner.ts';
export interface StoredPattern {
    outcome: LearningOutcome;
    embedding: number[];
}
export interface MatchResult {
    outcome: LearningOutcome;
    score: number;
}
export declare class SemanticPatternMatcher {
    private vectorStore;
    private patterns;
    private threshold;
    constructor(vectorStore: IVectorStore, threshold?: number);
    private embedWithRetry;
    initialize(): Promise<void>;
    match(episodeText: string, embedder: ILLMProvider): Promise<MatchResult | null>;
    addPattern(outcome: LearningOutcome, embedder: ILLMProvider): Promise<void>;
}
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