A-MEM: Agentic Memory System

""" Serialization helpers for exposing memory data via CLI/MCP tools. """ from __future__ import annotations from typing import Any, Dict from ..models.note import AtomicNote def serialize_note(note: AtomicNote) -> Dict[str, Any]: """ Returns a JSON-serializable dict representation of an AtomicNote. Dates are converted to ISO strings so that webviews and CLIs don't have to handle datetime objects manually. """ data = note.model_dump() data["created_at"] = note.created_at.isoformat() return data