# search_utils.py — Simple DuckDuckGo-based web search import requests import re def web_search(query, num_results=3): try: url = f"https://duckduckgo.com/html/?q={query}" headers = {"User-Agent": "Mozilla/5.0"} resp = requests.get(url, headers=headers) if resp.status_code != 200: return "No web results found." results = re.findall(r'(.*?)', resp.text) summaries = [re.sub('<[^<]+?>', '', title) for _, title in results] return " | ".join(summaries[:num_results]) except Exception as e: return f"Web search error: {str(e)}"