memory_store: dict[str, list[str]] = {} def get_memory(session_id: str) -> str: return "\n".join(memory_store.get(session_id, [])) def save_memory(session_id: str, user: str, assistant: str): if session_id not in memory_store: memory_store[session_id] = [] memory_store[session_id].append(f"User: {user}") memory_store[session_id].append(f"Assistant: {assistant}")