- from typing import Any
 - 
 - # TODO(QuantumGhost): Refactor variable type identification. Instead of directly
 - # comparing `dify_model_identity` with constants throughout the codebase, extract
 - # this logic into a dedicated function. This would encapsulate the implementation
 - # details of how different variable types are identified.
 - FILE_MODEL_IDENTITY = "__dify__file__"
 - 
 - 
 - def maybe_file_object(o: Any) -> bool:
 -     return isinstance(o, dict) and o.get("dify_model_identity") == FILE_MODEL_IDENTITY
 
 
  |