export interface PseudoResult {
    /** Text with names inside replaced by tokens (this is what goes to the LLM). */
    text: string;
    /** token → real name. AUDIT/internal use ONLY — NEVER goes to the LLM. */
    map: Record<string, string>;
    /** How many unique names were pseudonymized. */
    count: number;
}
/**
 * Replace KNOWN names in the text (customer/supplier/employee) with stable tokens.
 * The same name maps to the same token everywhere → the LLM can reason consistently
 * ("Record #1 is in debt + Record #1 spent 5000") without knowing the real identity.
 *
 * ZION integration (assistant/route.ts): when building ctx, pass names through here:
 *   const { text, map } = pseudonymizeText(ctx, [...customerNames, ...supplierNames], 'Kayıt');
 *   appendAudit({ pseudoMap: map });  // token→name to audit, ctx (text) to the LLM.
 */
export declare function pseudonymizeText(text: string, names: string[], kind?: string): PseudoResult;
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