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https://github.com/ION606/ML-pipeline.git
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37 lines
1.2 KiB
Python
37 lines
1.2 KiB
Python
import os
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import dotenv
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from config import Config
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dotenv.load_dotenv('./.env')
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from langchain.tools import Tool
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from langchain_community.utilities import GoogleSerperAPIWrapper
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# Set up the search tool
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search = GoogleSerperAPIWrapper(serper_api_key=os.getenv("SERPER_API_KEY"))
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tool = Tool(
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name="Web Search",
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func=search.run,
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description="Useful for finding real-time information on the web."
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)
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def perform_web_search(query: str):
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try:
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if not query or query.strip() == "" or query.strip().lower() == 'none':
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return ["", []]
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results = tool.run(query.strip())
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if not results:
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return ["No web results found", []]
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# Extract snippets and links from search results
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if 'organic' in results:
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snippets = "\n".join([f"{res['title']}: {res['snippet']}"
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for res in results['organic'][:Config.MAX_SEARCH_RESULTS]])
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links = [res['link'] for res in results['organic'][:Config.MAX_SEARCH_RESULTS]]
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return [snippets, links]
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return [str(results), []]
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except Exception as e:
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return [f"Search error: {str(e)}", []] |