import json import os from memory_manager import MemoryManager class CharacterLearner: def __init__(self, memory_manager: MemoryManager): self.memory_manager = memory_manager print("CharacterLearner initialized.") def extract_and_learn(self, user_id: str, message: str, role: str) -> dict: print(f"Placeholder: Learning from user '{user_id}', role '{role}', message: '{message}'") return {}