@astermind/astermind-pro/dist/types.d.ts

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

export type Kernel = 'rbf' | 'cosine' | 'poly2';
export type Settings = {
    ridge?: number;
    elmEnabled?: boolean;
    elmDim?: number;
    elmMix?: number;
    alpha: number;
    beta: number;
    sigma: number;
    kernel: Kernel;
    vocab: number;
    landmarks: number;
    prefilter: number;
    topK: number;
    headingW: number;
    chunk: number;
    overlap: number;
    penalizeLinks: boolean;
    stripCode: boolean;
    expandQuery: boolean;
    useStem: boolean;
    enableInfoFlow?: boolean;
    infoFlowMode: string;
    infoFlowWindow?: number;
    infoFlowCondLags?: number;
};
export type Section = {
    heading: string;
    content: string;
};
export type WorkerInit = {
    action: 'init';
    payload: {
        settings: Partial<Settings>;
        chaptersPath?: string;
    };
};
export type WorkerAsk = {
    action: 'ask';
    payload: {
        q: string;
        settings?: Partial<Settings>;
    };
};
export type WorkerReindex = {
    action: 'reindex';
    payload?: {
        settings?: Partial<Settings>;
    };
};
export type WorkerAutoTune = {
    action: 'autotune';
    payload?: {
        budget?: number;
        sampleQueries?: number;
    } & Partial<Settings>;
};
export type WorkerReset = {
    action: 'reset';
};
export type UiToWorker = WorkerInit | WorkerAsk | WorkerReindex | WorkerAutoTune | WorkerReset;
export type WorkerMsg = {
    type: 'ready';
} | {
    type: 'indexed';
    docs: number;
    stats: string;
} | {
    type: 'answer';
    text: string;
} | {
    type: 'results';
    items: Array<{
        score: number;
        heading: string;
        content: string;
    }>;
} | {
    type: 'stats';
    text: string;
} | {
    type: 'kept';
    items: Array<{
        heading: string;
        p: number;
        rr: number;
    }>;
} | {
    type: 'infoflow';
    te: Record<string, number>;
} | {
    type: 'autotune/progress';
    trial: number;
    best: number;
    note: string;
} | {
    type: 'autotune/done';
    best: Settings;
    score: number;
} | {
    type: 'error';
    error: string;
};
export type ProductionWorkerInit = {
    action: 'init';
    payload: {
        model: SerializedModel;
    };
};
export type ProductionWorkerAsk = {
    action: 'ask';
    payload: {
        q: string;
        settings?: Partial<Settings>;
    };
};
export type ProductionUiToWorker = ProductionWorkerInit | ProductionWorkerAsk;
export type ProductionWorkerMsg = {
    type: 'ready';
} | {
    type: 'answer';
    text: string;
} | {
    type: 'results';
    items: Array<{
        score: number;
        heading: string;
        content: string;
    }>;
} | {
    type: 'stats';
    text: string;
} | {
    type: 'error';
    error: string;
};
export type SerializedModel = {
    version: 'astermind-pro-v1';
    savedAt: string;
    hash?: string;
    settings: any;
    vocab: [string, number][];
    idf: number[];
    chunks: Array<{
        heading: string;
        content: string;
        rich?: string;
        level?: number;
        secId?: number;
    }>;
    tfidfDocs: Array<Array<[number, number]>>;
    landmarksIdx: number[];
    landmarkMat: number[][];
    denseDocs?: number[][];
};
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