import { type TrainingItem } from "../items.js";
import { type Corpus } from "../corpus.js";
/** One normalized General-Knowledge row. */
export interface GenKnowRow {
    question: string;
    answer: string;
}
/** Normalize a raw datasets-server row into a GenKnowRow, or null when it lacks
 *  a usable question/answer or a side is implausibly large (corruption). */
export declare function toGenKnowRow(row: unknown, maxChars?: number): GenKnowRow | null;
/** Translate ONE General-Knowledge row into SEMA items: exactly one
 *  (question → answer) FACT. refineItems drops a degenerate question === answer. */
export declare function genKnowRowToItems(row: GenKnowRow): TrainingItem[];
export declare const genknow: Corpus;