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Squashed 'packages/tools/' content from commit 78317b9c
git-subtree-dir: packages/tools git-subtree-split: 78317b9c127f18bd040c1d77e3c0840cdc9a5b38
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import os
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import re
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from typing import Any, Optional, Type
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import requests
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try:
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from bs4 import BeautifulSoup
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BEAUTIFULSOUP_AVAILABLE = True
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except ImportError:
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BEAUTIFULSOUP_AVAILABLE = False
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from crewai.tools import BaseTool
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from pydantic import BaseModel, Field
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class FixedScrapeWebsiteToolSchema(BaseModel):
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"""Input for ScrapeWebsiteTool."""
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class ScrapeWebsiteToolSchema(FixedScrapeWebsiteToolSchema):
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"""Input for ScrapeWebsiteTool."""
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website_url: str = Field(..., description="Mandatory website url to read the file")
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class ScrapeWebsiteTool(BaseTool):
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name: str = "Read website content"
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description: str = "A tool that can be used to read a website content."
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args_schema: Type[BaseModel] = ScrapeWebsiteToolSchema
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website_url: Optional[str] = None
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cookies: Optional[dict] = None
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headers: Optional[dict] = {
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"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/96.0.4664.110 Safari/537.36",
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"Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9",
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"Accept-Language": "en-US,en;q=0.9",
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"Referer": "https://www.google.com/",
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"Connection": "keep-alive",
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"Upgrade-Insecure-Requests": "1",
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}
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def __init__(
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self,
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website_url: Optional[str] = None,
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cookies: Optional[dict] = None,
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**kwargs,
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):
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super().__init__(**kwargs)
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if not BEAUTIFULSOUP_AVAILABLE:
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raise ImportError("beautifulsoup4 is not installed. Please install it with `pip install crewai-tools[beautifulsoup4]`")
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if website_url is not None:
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self.website_url = website_url
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self.description = (
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f"A tool that can be used to read {website_url}'s content."
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)
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self.args_schema = FixedScrapeWebsiteToolSchema
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self._generate_description()
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if cookies is not None:
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self.cookies = {cookies["name"]: os.getenv(cookies["value"])}
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def _run(
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self,
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**kwargs: Any,
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) -> Any:
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website_url = kwargs.get("website_url", self.website_url)
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page = requests.get(
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website_url,
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timeout=15,
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headers=self.headers,
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cookies=self.cookies if self.cookies else {},
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)
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page.encoding = page.apparent_encoding
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parsed = BeautifulSoup(page.text, "html.parser")
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text = "The following text is scraped website content:\n\n"
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text += parsed.get_text(" ")
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text = re.sub("[ \t]+", " ", text)
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text = re.sub("\\s+\n\\s+", "\n", text)
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return text
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