components/real_time_data.py

import aiohttp
from typing import List, Dict, Any

class RealTimeDataIntegrator:
    """Integrates real-time data for up-to-date responses"""
    def __init__(self):
        self.session = aiohttp.ClientSession()

    async def fetch_and_integrate(self, urls: List[str]) -> Dict[str, Any]:
        """Fetch data from multiple sources and integrate it"""
        tasks = [self.fetch_data(url) for url in urls]
        results = await asyncio.gather(*tasks)
        integrated_data = self.integrate_data(results)
        return integrated_data

    async def fetch_data(self, url: str) -> Dict[str, Any]:
        """Fetch data from an external API"""
        async with self.session.get(url) as response:
            return await response.json()

    def integrate_data(self, data: List[Dict[str, Any]]) -> Dict[str, Any]:
        """Integrate data from multiple sources"""
        integrated_data = {}
        for item in data:
            integrated_data.update(item)
        return integrated_data