"""Memory Cleaner - Periodic cleanup of old/low-importance memories""" import logging logger = logging.getLogger(__name__) class MemoryCleaner: """Clean up old, low-importance memories.""" def __init__(self, mysql_store): self.mysql = mysql_store def cleanup(self, team_id: str = None, max_age_days: int = 90, min_importance: float = 0.2) -> dict: """ Remove old memories with low importance scores. Args: team_id: If set, only clean this team's memories max_age_days: Remove memories older than this min_importance: Remove memories with importance below this Returns: Dict with counts of deleted memories """ personal_deleted = self.mysql.cleanup_personal_memories( team_id=team_id, max_age_days=max_age_days, min_importance=min_importance, ) team_deleted = self.mysql.cleanup_team_memories( team_id=team_id, max_age_days=max_age_days, min_importance=min_importance, ) result = { "personal_deleted": personal_deleted, "team_deleted": team_deleted, "total_deleted": personal_deleted + team_deleted, } logger.info(f"Cleanup result: {result}") return result