from typing import Optional # Minimal stubs used by frame processors when running inside HF Space # The original project executes dynamic UI code from env CORE; for our # local inference fallback we only need update_status. def update_status(message: Optional[str] = None, scope: Optional[str] = None) -> None: """No-op status updater for headless processing.""" return