import type { EpisodeTriageAction, EpisodeTriageContradictionRisk, EpisodeTriageDurability, EpisodeTriageMemoryType } from "./schemas.js";
/**
 * Structured output from the ONNX triage classifier.
 * NOTE: does not include summary/tags — those are filled by deterministic helpers.
 */
export interface OnnxTriageResult {
    action: EpisodeTriageAction;
    memory_type: EpisodeTriageMemoryType;
    importance: number;
    durability: EpisodeTriageDurability;
    canonical_candidate: boolean;
    contradiction_risk: EpisodeTriageContradictionRisk;
}
export interface OnnxTriageConfig {
    /** Directory containing coppermind_triage.onnx, label_mappings.json, tokenizer.json */
    modelDir?: string;
}
export declare class OnnxTriageClassifier {
    private session;
    private tokenizer;
    private mappings;
    private initialized;
    private initError;
    init(config?: OnnxTriageConfig): Promise<void>;
    get isReady(): boolean;
    get lastError(): string | null;
    /**
     * Classify an episode text and return structured triage output.
     * Returns null if the classifier is not initialized or inference fails.
     */
    classify(text: string): Promise<OnnxTriageResult | null>;
}
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