tools.py

from typing import Dict, List
import requests
from langchain.tools import Tool
from langchain.agents import AgentType
from langchain.agents import initialize_agent
from langchain.llms import Together

class InsuranceTools:
    def __init__(self, api_key: str):
        self.llm = Together(api_key=api_key)
        self.tools = self._initialize_tools()
        self.agent = initialize_agent(
            tools=self.tools,
            llm=self.llm,
            agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION,
            verbose=True
        )
    
    def _initialize_tools(self) -> List[Tool]:
        return [
            Tool(
                name="WeatherAnalyzer",
                func=self._analyze_weather,
                description="Analizira vremenske podatke za določeno lokacijo"
            ),
            Tool(
                name="RiskAssessor",
                func=self._assess_risk,
                description="Oceni tveganje na podlagi vhodnih podatkov"
            ),
            Tool(
                name="PricingCalculator",
                func=self._calculate_price,
                description="Izračuna ceno zavarovanja"
            )
        ]
    
    def _analyze_weather(self, location: str) -> Dict:
        # Implementacija vremenske analize
        pass
    
    def _assess_risk(self, data: Dict) -> Dict:
        # Implementacija ocene tveganja
        pass
    
    def _calculate_price(self, risk_data: Dict) -> float:
        # Implementacija izračuna cene
        pass