from abc import ABC, abstractmethod
from typing import List, Dict, Any, Optional

class BaseAgent(ABC):
    """
    Classe de base pour les agents.
    """
    def __init__(self, nom: str, llm: Any):
        self.nom = nom
        self.llm = llm
        self.historique: List[Dict[str, Any]] = []
        
    def ajouter_historique(self, action: str, input_data: Any, output_data: Any):
        # Ajouter les informations sur le modèle et les paramètres utilisés
        metadata = {
            "model": getattr(self.llm, "modele", str(type(self.llm))),
            "duree_traitement": str(getattr(self.llm, "dureeTraitement", "N/A"))
        }
        
        self.historique.append({
            "action": action,
            "input": input_data,
            "output": output_data,
            "metadata": metadata
        })
    
    @abstractmethod
    def executer(self, *args, **kwargs) -> Any:
        pass