# services/language/base.py """ Base class for language detection services """ from abc import ABC, abstractmethod from typing import Optional, List, Dict, Tuple class LanguageDetectionService(ABC): """Abstract base class for language detection services""" @abstractmethod def detect_language(self, text: str) -> Tuple[str, float]: """ Detect language of a text Returns: Tuple of (language_code, confidence_score) """ pass @abstractmethod def detect_batch(self, texts: List[str]) -> List[Tuple[str, float]]: """ Detect language of multiple texts Returns: List of tuples (language_code, confidence_score) """ pass