# from crewai.tools import tool
# from scrapegraphai.graphs import SmartScraperGraph
# from schemas.extractor_schema import SinglePartOfContent
# from modules import llm

# @tool
# def web_scraping_tool(page_url: str):
#     """
#     An AI Tool to help an agent to scrape a web page using ScrapegraphAI.
#     """
#     try:
#         graph = SmartScraperGraph(
#             prompt=(
#                 "Extract ALL detailed content from the web page without summarizing. "
#                 "Preserve full paragraphs, lists, and section headers. "
#                 "Include associated media (images, videos, audios, pdfs). "
#                 "Fit everything into this schema:\n"
#                 "```json\n" + SinglePartOfContent.schema_json() + "\n```"
#             ),
#             source=page_url,
#             llm=llm,
#         )

#         details = graph.run()

#         return {
#             "page_url": page_url,
#             "details": details,
#         }

#     except Exception as e:
#         raise RuntimeError(f"Scraping failed for {page_url}: {str(e)}")