/**
 * [INPUT]: extracted items, existing entries
 * [OUTPUT]: entries mutated via Mem0 four-operation pipeline (ADD/UPDATE/DELETE/NOOP)
 * [POS]: Implements Mem0 update semantics — slot-based, tag-overlap, and retract
 *
 * Key improvements over basic approach:
 * - UPDATE generalized: any entry type, tag overlap > 0.7 triggers content replacement
 * - DELETE: retract-type extractions find and remove matching entries
 */
import type { NanomemConfig } from "./config.js";
import type { ExtractedItem, MemoryEntry } from "./types.js";
/** Process a single extracted item through the Mem0 pipeline */
export declare function applyExtraction(entries: MemoryEntry[], item: ExtractedItem, project: string, cfg: NanomemConfig): void;