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Add agent component for web crawler (#2878)
### What problem does this PR solve? Add agent component for web crawler ### Type of change - [x] New Feature (non-breaking change which adds functionality)
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71
agent/component/crawler.py
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71
agent/component/crawler.py
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#
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# Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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from abc import ABC
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import asyncio
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from crawl4ai import AsyncWebCrawler
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from agent.component.base import ComponentBase, ComponentParamBase
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class CrawlerParam(ComponentParamBase):
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"""
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Define the Crawler component parameters.
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"""
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def __init__(self):
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super().__init__()
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def check(self):
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return True
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class Crawler(ComponentBase, ABC):
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component_name = "Crawler"
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def _run(self, history, **kwargs):
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ans = self.get_input()
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ans = " - ".join(ans["content"]) if "content" in ans else ""
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if not ans:
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return Crawler.be_output("")
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try:
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result = asyncio.run(self.get_web(ans))
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return Crawler.be_output(result)
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except Exception as e:
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return Crawler.be_output(f"An unexpected error occurred: {str(e)}")
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async def get_web(self, url):
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proxy = self._param.proxy if self._param.proxy else None
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async with AsyncWebCrawler(verbose=True, proxy=proxy) as crawler:
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result = await crawler.arun(
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url=url,
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bypass_cache=True
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)
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match self._param.extract_type:
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case 'html':
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return result.cleaned_html
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case 'markdown':
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return result.markdown
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case 'content':
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return result.extracted_content
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case _:
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return result.markdown
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# print(result.markdown)
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