from abc import ABC, abstractmethod
from typing import Dict, List, Tuple

class BaseAnalyzer(ABC):
    @abstractmethod
    def analyze(self, text: str):
        pass

    @abstractmethod
    def format_output(self, result) -> str:
        pass