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Awesome Python

An opinionated guide to the best Python frameworks, libraries, and tools.

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The beginning of the file, from our validated copy saved 2026-10-21T17:23:41.770Z. Cached copy · Source on awesome-python.com

# Awesome Python

An opinionated guide to the best Python frameworks, libraries, and tools.

538 projects across 74 categories, updated on 2026-10-21.

Scan the category index, then jump to the matching section for direct project links and short descriptions. Entries end with `PyPI downloads/month: N` (last 30 days, mirrors and CI included) and `GitHub stars: N` notes in parentheses where known; treat both as popularity context, not a quality guarantee. Use the homepage for project context outside the shortlist.

## Primary Links

- Homepage: https://awesome-python.com/
- GitHub repository: https://github.com/vinta/awesome-python
- Contributing guide: https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md
- Sponsorship: https://awesome-python.com/sponsorship/
- Sitemap: https://awesome-python.com/sitemap.xml

## Categories

**AI & ML**

- [AI and Agents](https://awesome-python.com/categories/ai-and-agents/)
- [Deep Learning](https://awesome-python.com/categories/deep-learning/)
- [Machine Learning](https://awesome-python.com/categories/machine-learning/)
- [Natural Language Processing](https://awesome-python.com/categories/natural-language-processing/)
- [Computer Vision](https://awesome-python.com/categories/computer-vision/)
- [Recommender Systems](https://awesome-python.com/categories/recommender-systems/)

**Web Development**

- [Web Frameworks](https://awesome-python.com/categories/web-frameworks/)
- [Web APIs](https://awesome-python.com/categories/web-apis/)
- [Web Servers](https://awesome-python.com/categories/web-servers/)
- [WebSocket](https://awesome-python.com/categories/websocket/)
- [Template Engines](https://awesome-python.com/categories/template-engines/)
- [Web Asset Management](https://awesome-python.com/categories/web-asset-management/)
- [Authentication](https://awesome-python.com/categories/authentication/)
- [Admin Panels](https://awesome-python.com/categories/admin-panels/)
- [CMS](https://awesome-python.com/categories/cms/)
- [ERP](https://awesome-python.com/categories/erp/)
- [Static Site Generators](https://awesome-python.com/categories/static-site-generators/)

**HTTP & Scraping**

- [HTTP Clients](https://awesome-python.com/categories/http-clients/)
- [Web Scraping](https://awesome-python.com/categories/web-scraping/)
- [Email](https://awesome-python.com/categories/email/)

**Database & Storage**

- [ORM](https://awesome-python.com/categories/orm/)
- [Database Drivers](https://awesome-python.com/categories/database-drivers/)
- [Database](https://awesome-python.com/categories/database/)
- [Caching](https://awesome-python.com/categories/caching/)
- [Search](https://awesome-python.com/categories/search/)
- [Serialization](https://awesome-python.com/categories/serialization/)

**Data & Science**

- [Data Analysis](https://awesome-python.com/categories/data-analysis/)
- [Data Ingestion / ETL](https://awesome-python.com/categories/data-ingestion-etl/)
…

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