"""Transformer base class.""" import logging from abc import ABC, abstractmethod from typing import List, Optional logger = logging.getLogger(__name__) class TransformerBase: """Transformer base class.""" class EmbedderBase(TransformerBase, ABC): """Embedder base class.""" class ExtractorBase(TransformerBase, ABC): """Extractor base class.""" @abstractmethod async def extract(self, text: str, limit: Optional[int] = None) -> List: """Extract results from text.""" class TranslatorBase(TransformerBase, ABC): """Translator base class."""