research_agent.py

from autogen_magentic_one.agents.base import BaseAgent
from autogen_core.code_executor import CodeBlock
from typing import Dict, Any

class ResearchAgent(BaseAgent):
    def __init__(self, model_client):
        super().__init__(
            name="ResearchAgent",
            description="Agent za analizo slik in raziskovanje zavarovalnih primerov",
            model_client=model_client
        )
        
    async def process_image(self, image_data: Dict[str, Any]) -> Dict[str, Any]:
        """Analiza slike in identifikacija objektov"""
        prompt = f"""Analiziraj sliko in identificiraj:

        1. Vse vidne objekte

        2. Potencialne dejavnike tveganja

        3. Stanje objektov

        

        Slika: {image_data}

        """
        
        response = await self.model_client.complete(prompt)
        return self._parse_response(response)
        
    def _parse_response(self, response: str) -> Dict[str, Any]:
        """Pretvorba odgovora v strukturirane podatke"""
        # Implementacija parsanja
        return {}