import os import requests from bs4 import BeautifulSoup import logging import time logger = logging.getLogger(__name__) def web_search(query: str) -> str: try: google_api_key = os.getenv("GOOGLE_API_KEY") google_cse_id = os.getenv("GOOGLE_CSE_ID") if not google_api_key or not google_cse_id: return "Web search requires GOOGLE_API_KEY and GOOGLE_CSE_ID to be set." url = f"https://www.googleapis.com/customsearch/v1?key={google_api_key}&cx={google_cse_id}&q={query}" headers = { "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/91.0.4472.124 Safari/537.36" } response = requests.get(url, headers=headers, timeout=10) response.raise_for_status() results = response.json().get("items", []) if not results: return "No web results found." search_results = [] for i, item in enumerate(results[:5]): title = item.get("title", "") snippet = item.get("snippet", "") link = item.get("link", "") try: time.sleep(2) page_response = requests.get(link, headers=headers, timeout=10) page_response.raise_for_status() soup = BeautifulSoup(page_response.text, "html.parser") paragraphs = soup.find_all("p") page_content = " ".join([p.get_text() for p in paragraphs][:1000]) except Exception as e: logger.warning(f"Failed to fetch page content for {link}: {e}") page_content = snippet search_results.append(f"Result {i+1}:\nTitle: {title}\nLink: {link}\nContent: {page_content}\n") return "\n".join(search_results) except Exception as e: logger.exception("Web search failed") return f"Web search error: {e}"