langchain/libs/community/langchain_community/tools/playwright/extract_text.py
Sergey Ryabov 8180637345
community[patch]: Fix Playwright Tools bug with Pydantic schemas (#27050)
- Add tests for Playwright tools schema serialization
- Introduce base empty args Input class for BaseBrowserTool

Test Plan: `poetry run pytest
tests/unit_tests/tools/playwright/test_all.py`

Fixes #26758

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Eugene Yurtsev <eyurtsev@gmail.com>
2024-10-30 23:45:36 +00:00

74 lines
2.5 KiB
Python

from __future__ import annotations
from typing import Any, Optional, Type
from langchain_core.callbacks import (
AsyncCallbackManagerForToolRun,
CallbackManagerForToolRun,
)
from pydantic import BaseModel, model_validator
from langchain_community.tools.playwright.base import BaseBrowserTool
from langchain_community.tools.playwright.utils import (
aget_current_page,
get_current_page,
)
class ExtractTextToolInput(BaseModel):
"""Explicit no-args input for ExtractTextTool."""
class ExtractTextTool(BaseBrowserTool): # type: ignore[override, override]
"""Tool for extracting all the text on the current webpage."""
name: str = "extract_text"
description: str = "Extract all the text on the current webpage"
args_schema: Type[BaseModel] = ExtractTextToolInput
@model_validator(mode="before")
@classmethod
def check_acheck_bs_importrgs(cls, values: dict) -> Any:
"""Check that the arguments are valid."""
try:
from bs4 import BeautifulSoup # noqa: F401
except ImportError:
raise ImportError(
"The 'beautifulsoup4' package is required to use this tool."
" Please install it with 'pip install beautifulsoup4'."
)
return values
def _run(self, run_manager: Optional[CallbackManagerForToolRun] = None) -> str:
"""Use the tool."""
# Use Beautiful Soup since it's faster than looping through the elements
from bs4 import BeautifulSoup
if self.sync_browser is None:
raise ValueError(f"Synchronous browser not provided to {self.name}")
page = get_current_page(self.sync_browser)
html_content = page.content()
# Parse the HTML content with BeautifulSoup
soup = BeautifulSoup(html_content, "lxml")
return " ".join(text for text in soup.stripped_strings)
async def _arun(
self, run_manager: Optional[AsyncCallbackManagerForToolRun] = None
) -> str:
"""Use the tool."""
if self.async_browser is None:
raise ValueError(f"Asynchronous browser not provided to {self.name}")
# Use Beautiful Soup since it's faster than looping through the elements
from bs4 import BeautifulSoup
page = await aget_current_page(self.async_browser)
html_content = await page.content()
# Parse the HTML content with BeautifulSoup
soup = BeautifulSoup(html_content, "lxml")
return " ".join(text for text in soup.stripped_strings)