import os
from abc import ABC, abstractmethod
from typing import Any, Dict
from groq import Groq
client = Groq()


class BaseAgent(ABC):
    def __init__(self, model_name: str = "llama3-8b-8192"):
        self.model_name = model_name
        
    async def get_completion(self, prompt: str) -> str:
        try:
            response = client.chat.completions.create(messages=[{'role': 'user', 'content': prompt}], model=self.model_name)
            return response.choices[0].message.content
        except Exception as e:
            raise Exception(f"Error getting completion: {str(e)}")

class MainAgent(BaseAgent):
    @abstractmethod
    async def process(self, input_data: Any) -> Dict[str, Any]:
        pass

class ValidatorAgent(BaseAgent):
    @abstractmethod
    async def validate(self, input_data: Any, output_data: Any) -> Dict[str, bool]:
        pass