@astermind/astermind-pro/dist/utils/model-serialization.d.ts

Astermind Pro - Premium ML Toolkit with Advanced RAG, Reranking, Summarization, and Information Flow Analysis

import type { SerializedModel } from '../types.js';
import type { SparseVec } from '../retrieval/vectorization.js';
export interface ChunkData {
    heading: string;
    content: string;
    rich?: string;
    level?: number;
    secId?: number;
}
export interface ExportModelOptions {
    settings: any;
    vocabMap: Map<string, number>;
    idf: number[];
    chunks: ChunkData[];
    tfidfDocs: SparseVec[];
    landmarksIdx: number[];
    landmarkMat: Float64Array[];
    denseDocs?: Float64Array[];
    includeRich?: boolean;
    includeDense?: boolean;
}
/**
 * Small, deterministic hash (not cryptographic)
 */
export declare function quickHash(s: string): string;
/**
 * Export model to serialized format
 */
export declare function exportModel(opts: ExportModelOptions): SerializedModel;
/**
 * Import model from serialized format
 */
export interface ImportedModelState {
    settings: any;
    vocabMap: Map<string, number>;
    idf: number[];
    chunks: ChunkData[];
    tfidfDocs: SparseVec[];
    landmarksIdx: number[];
    landmarkMat: Float64Array[];
    denseDocs: Float64Array[];
}
export declare function importModel(model: SerializedModel, opts?: {
    recomputeDense?: boolean;
    buildDense?: (tfidfDocs: SparseVec[], vocabSize: number, landmarkMat: Float64Array[], kernel: string, sigma: number) => Float64Array[];
}): ImportedModelState;
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