@astermind/astermind-synth/dist/omegasynth/generators/ExactGenerator.d.ts

OmegaSynth - Label-Conditioned Synthetic Data Generator for AsterMind ELM/KELM Pipelines

/**
 * ExactGenerator - Perfect retrieval with pattern-based variations
 * Provides 100% realistic data by using exact training samples + pattern matching
 */
import { LabeledSample } from '../types';
export interface ExactGeneratorConfig {
    seed?: number;
    usePatternMatching?: boolean;
    maxVariations?: number;
}
export declare class ExactGenerator {
    private retrieval;
    private patternCorrector;
    private config;
    private trainingSamples;
    constructor(config?: ExactGeneratorConfig);
    /**
     * Train the exact generator
     */
    train(samples: LabeledSample[]): void;
    /**
     * Generate an exact sample (100% realistic)
     */
    generate(label: string, seed?: number): string;
    /**
     * Generate with pattern-based variations
     */
    generateWithVariation(label: string, seed?: number): string;
    /**
     * Generate multiple exact samples
     */
    generateBatch(label: string, count: number): string[];
    /**
     * Get all available labels
     */
    getLabels(): string[];
    /**
     * Check if generator is trained
     */
    isTrained(): boolean;
}