vinta/awesome-python
The definitive list that answers "I want to do X in Python, which tool should I use?"
From the publisher
README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
An opinionated guide to the best Python frameworks, libraries, and tools. Visit the website to search and filter projects more easily. AI & ML Web Development HTTP & Scraping Database & Storage Data & Science Developer Tools DevOps CLI & GUI Text & Documents Media Python Language Python Toolchain Security Other AI & ML Libraries for building AI applications, LLM integrations, and autonomous agents. Frameworks for neural networks and deep learning. Also see awesome-deep-learning. Libraries for machine learning. Also see awesome-machine-learning. Libraries for working with human languages. Libraries for image and video analysis, object detection, and OCR. Libraries for building recommender systems. Web Development Traditional full stack web frameworks. Also see Web APIs. Libraries for building RESTful, GraphQL, and RPC APIs. ASGI and WSGI compatible web servers. Libraries for working with WebSocket. Libraries for rendering text and HTML from templates. Tools for managing, storing, compressing and minifying website assets. Libraries…
Read the full README ↗ · Preview checked 2026-10-28T01:36:51.301Z
Inside the original README — Document outline
- Awesome Python
- Sponsors
- Categories
- Projects
- AI and Agents
- Deep Learning
- Machine Learning
- Natural Language Processing
- Computer Vision
- Recommender Systems
- Web Frameworks
- Web APIs
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Links from the README
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Documentation belongs to its respective authors. Reported project/model license: Other. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
What this repository does
The definitive list that answers "I want to do X in Python, which tool should I use?"
Repository facts
- Owner
- vinta
- Primary language
- Python
- Stars
- 331,561
- Forks
- 29,043
- Open issues + pull requests
- 23
- License
- Other
- Archived
- No
- Default branch
- master
- Created
- 2014-06-27T21:00:06.000Z
- Last push
- 2026-10-31T14:31:14.000Z
Topics and intended use
Owner-supplied topics: awesome, awesome-list, python, python-frameworks, python-libraries, python-tools
Review the README for scope, installation, examples and limitations. We do not run repository code or certify it.
Evaluate before installing
Review licensing and dependencies, inspect recent commits and unresolved issues, and test in an isolated environment before production use. Stars and forks alone cannot answer these questions.
Source and freshness
Source: GitHub. Metadata observed 2026-10-31T18:43:23.065Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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