classBaseDataCollator(BaseModel,ABC):"""Base Data Collator."""model_config=ConfigDict(arbitrary_types_allowed=True)rag_system:RAGSystem@abstractmethoddef__call__(self,features:list[dict[str,Any]],**kwargs:Any)->Any:"""Collate examples into a batch."""