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add crawler tools
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5 changed files with 83 additions and 11 deletions
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@ -1,9 +1,12 @@
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from __future__ import annotations
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import contextlib
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from playwright.async_api import async_playwright
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from metagpt.utils.file import MemoryFileSystem
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from uuid import uuid4
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from metagpt.const import DEFAULT_WORKSPACE_ROOT
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from metagpt.tools.tool_registry import register_tool
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from metagpt.utils.parse_html import simplify_html
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from metagpt.utils.report import BrowserReporter
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@ -35,16 +38,48 @@ class Browser:
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print("Now on page ", url)
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await self._view()
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async def open_new_page(self, url: str):
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async def open_new_page(self, url: str, timeout: float = 30000):
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"""open a new page in the browser and view the page"""
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async with self.reporter as reporter:
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page = await self.browser.new_page()
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await reporter.async_report(url, "url")
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await page.goto(url)
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await page.goto(url, timeout=timeout)
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self.pages[url] = page
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await self._set_current_page(page, url)
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await reporter.async_report(page, "page")
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async def view_page_element_to_scrape(self, requirement: str, keep_links: bool = False) -> None:
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"""view the HTML content of current page to understand the structure. When executed, the content will be printed out
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Args:
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requirement (str): Providing a clear and detailed requirement helps in focusing the inspection on the desired elements.
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keep_links (bool): Whether to keep the hyperlinks in the HTML content. Set to True if links are required
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"""
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html = await self.current_page.content()
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html = simplify_html(html, url=self.current_page.url, keep_links=keep_links)
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mem_fs = MemoryFileSystem()
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filename = f"{uuid4().hex}.html"
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with mem_fs.open(filename, "w") as f:
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f.write(html)
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with contextlib.suppress(Exception):
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from metagpt.rag.engines import SimpleEngine # avoid circular import
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# TODO make `from_docs` asynchronous
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engine = SimpleEngine.from_docs(input_files=[filename], fs=mem_fs)
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nodes = await engine.aretrieve(requirement)
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html = "\n".join(i.text for i in nodes)
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mem_fs.rm_file(filename)
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print(html)
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async def get_page_content(self) -> str:
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"""Get the HTML content of current page."""
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html = await self.current_page.content()
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html_content = html.strip()
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return html_content
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async def switch_page(self, url: str):
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"""switch to an opened page in the browser and view the page"""
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if url in self.pages:
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@ -152,8 +187,8 @@ class Browser:
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async def _view(self, keep_len: int = 5000) -> str:
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"""simulate human viewing the current page, return the visible text with links"""
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visible_text_with_links = await self.current_page.evaluate(VIEW_CONTENT_JS)
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print("The visible text and their links (if any): ", visible_text_with_links[:keep_len])
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# visible_text_with_links = await self.current_page.evaluate(VIEW_CONTENT_JS)
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# print("The visible text and their links (if any): ", visible_text_with_links[:keep_len])
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# html_content = await self._view_page_html(keep_len=keep_len)
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# print("The html content: ", html_content)
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