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# Awesome Python
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An opinionated guide to the best Python frameworks, libraries, tools, and resources.
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Awesome Python is an opinionated catalog of {{ total_entries }} Python frameworks, libraries, tools, and resources across {{ total_categories }} {% if total_categories == 1 %}category{% else %}categories{% endif %}.
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Use this curated list when you need to find a high-quality Python library or tool for tasks such as web development, data science, machine learning, AI agents, automation, testing, or DevOps. The trailing number on each entry is its star count on GitHub.
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Scan the category index, then jump to the matching section for direct project links and short descriptions. GitHub entries with known star data end with a `GitHub stars: N` note in parentheses; treat it as popularity context, not a quality guarantee. Use the Markdown homepage for project context outside the catalog.
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# Categories
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## Primary Links
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- Homepage: {{ site_url }}
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- Markdown homepage: {{ index_markdown_url }}
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- GitHub repository: {{ github_repo_url }}
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- Contributing guide: {{ contributing_url }}
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- Sponsorship: {{ sponsorship_url }}
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- Sitemap: {{ sitemap_url }}
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## Categories
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{{ categories_md }}
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