from typing import Any, Optional from smolagents.tools import Tool import requests import markdownify import smolagents import re class VisitWebpageTool(Tool): name = "visit_webpage" description = "Visits a webpage at the given url and reads its content as a markdown string. Use this to browse webpages." inputs = {'url': {'type': 'string', 'description': 'The url of the webpage to visit.'}} output_type = "string" def forward(self, url: str) -> str: try: import requests from markdownify import markdownify from requests.exceptions import RequestException from smolagents.utils import truncate_content except ImportError as e: raise ImportError( "You must install packages `markdownify` and `requests` to run this tool: for instance run `pip install markdownify requests`." ) from e try: headers = { "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/18.1 Safari/605.1.15", "referer": "https://duckduckgo.com/", "accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8", 'accept-language': 'en-US,en;q=0.9', 'accept-Encoding': 'gzip, deflate, br', 'priority': 'u=0, i', 'referer': 'https://duckduckgo.com/', 'sec-fetch-dest': 'document', 'sec-fetch-mode': 'navigate', 'sec-fetch-site': 'cross-site', } # Send a GET request to the URL with a 20-second timeout response = requests.get(url, timeout=20, allow_redirects=True, headers=headers) response.raise_for_status() # Raise an exception for bad status codes # Convert the HTML content to Markdown markdown_content = markdownify(response.text).strip() # Remove multiple line breaks markdown_content = re.sub(r"\n{3,}", "\n\n", markdown_content) return truncate_content(markdown_content, 50000) except requests.exceptions.Timeout: return "The request timed out. Please try again later or check the URL." except RequestException as e: return f"Error fetching the webpage: {str(e)}" except Exception as e: return f"An unexpected error occurred: {str(e)}" def __init__(self, *args, **kwargs): self.is_initialized = False