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from abc import ABC, abstractmethod
from typing import Any, Dict
import ollama
class BaseAgent(ABC):
def __init__(self, model_name: str = "llama3.2:3b"):
self.model_name = model_name
async def get_completion(self, prompt: str) -> str:
try:
response = ollama.chat(model=self.model_name, messages=[
{'role': 'user', 'content': prompt}
])
return response['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 |