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Useful for research agents that need structured search intelligence rather than raw HTML scraping.\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- pip install google-search-results\n- make test\n\nRequirements and caveats from upstream:\n- # Google Search Results in Python\n- This package will soon be **deprecated** in favor of [serpapi-python](https://github.com/serpapi/serpapi-python).\n- [![Build](https://github.com/serpapi/google-search-results-python/actions/workflows/python-package.yml/badge.svg)](https://github.com/serpapi/google-search-results-python/actions/workflows/python-package.yml)\n\nBasic usage or getting-started notes:\n- Please note: the current documentation, examples, and integrations on https://serpapi.com/ are written for this (legacy) package and are not yet compatible with the new library. Updated documentation for serpapi-pytho...\n- bash\n- from serpapi import GoogleSearch\n\n- Source: https://github.com/serpapi/google-search-results-python\n- Extracted from upstream docs: https://raw.githubusercontent.com/serpapi/google-search-results-python/HEAD/README.md\n\n## Source\n\n- [Agent Skill 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