from bs4 import BeautifulSoup from crewai_tools import ScrapeWebsiteTool from playwright.async_api import async_playwright from playwright_stealth import stealth_async from pyppeteer import launch import asyncio import base64 import requests scrape_tool = ScrapeWebsiteTool() def CustomScrapeWebsiteTool(url): headers = { 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/96.0.4664.110 Safari/537.36', 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9', 'Accept-Language': 'en-US,en;q=0.9', 'Referer': 'https://www.google.com/', 'Connection': 'keep-alive', 'Upgrade-Insecure-Requests': '1', 'Accept-Encoding': 'gzip, deflate, br' } response = requests.get(url, headers=headers) parsed = BeautifulSoup(response.content, "html.parser") text = parsed.get_text() text = '\n'.join([i for i in text.split('\n') if i.strip() != '']) text = ' '.join([i for i in text.split(' ') if i.strip() != '']) return text async def AsyncWebpageScreenshot(url): async with async_playwright() as p: browser = await p.chromium.launch(headless=True) page = await browser.new_page() stealth_async(page) await page.goto(url) screenshot_bytes = await page.screenshot(full_page=True) await browser.close() base64_image = base64.b64encode(screenshot_bytes).decode("utf-8") return base64_image def WebpageScreenshot(url): print("Taking screenshot: ", url) result = asyncio.run(AsyncWebpageScreenshot(url)) return result async def AsyncPyppeteerWebpageScreenshot(url): browser = await launch() page = await browser.newPage() await page.goto(url) screenshot_bytes = await page.screenshot() await browser.close() base64_image = base64.b64encode(screenshot_bytes).decode("utf-8") return base64_image def PyppeteerWebpageScreenshot(url): print("Taking screenshot: ", url) result = asyncio.run(AsyncPyppeteerWebpageScreenshot(url)) return result