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Merged
pull merged 6 commits into from
Jan 19, 2026
Merged

[pull] master from vinta:master #25

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704735a
add jimmy
marph91 Jan 18, 2026
71efe98
Merge changes: Add uv, improve descriptions
vinta Jan 19, 2026
a8130cf
Merge pull request #2865 from marph91/add-jimmy
JinyangWang27 Jan 19, 2026
0cc8317
feat: rasa
leftkats Jan 18, 2026
f620d92
fix: move rase to ML section
leftkats Jan 19, 2026
6d515e7
Merge pull request #2866 from leftkats/add/rasa
JinyangWang27 Jan 19, 2026
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19 changes: 11 additions & 8 deletions README.md
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Expand Up @@ -135,7 +135,7 @@ _Python implementation of data structures, algorithms and design patterns. Also
_[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers._

- [daphne](https://github.com/django/daphne) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
- [granian](https://github.com/emmett-framework/granian) - Granian is a Rust HTTP server for Python applications built on top of Hyper and Tokio,supporting WSGI/ASGI/RSGI.
- [granian](https://github.com/emmett-framework/granian) - A Rust HTTP server for Python applications built on top of Hyper and Tokio, supporting WSGI/ASGI/RSGI.
- [hypercorn](https://github.com/pgjones/hypercorn) - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
- [uvicorn](https://github.com/encode/uvicorn) - A lightning-fast ASGI server implementation, using uvloop and httptools.

Expand Down Expand Up @@ -535,6 +535,7 @@ _Libraries for Python version and virtual environment management._

- [pyenv](https://github.com/pyenv/pyenv) - Simple Python version management.
- [pyenv-win](https://github.com/pyenv-win/pyenv-win) - Pyenv for Windows, Simple Python version management.
- [uv](https://github.com/astral-sh/uv) - An extremely fast Python package and project manager, written in Rust.
- [virtualenv](https://github.com/pypa/virtualenv) - A tool to create isolated Python environments.

## File Manipulation
Expand Down Expand Up @@ -567,11 +568,11 @@ _Libraries for working with graphical user interface applications._
- [CustomTkinter](https://github.com/tomschimansky/customtkinter) - A modern and customizable python UI-library based on Tkinter.
- [DearPyGui](https://github.com/RaylockLLC/DearPyGui/) - A Simple GPU accelerated Python GUI framework
- [enaml](https://github.com/nucleic/enaml) - Creating beautiful user-interfaces with Declarative Syntax like QML.
- [Flet](https://flet.dev) - Cross-platform GUI framework for building modern apps in pure Python. Run on Windows, macOS, Linux, Android, iOS, and the Web.
- [Flet](https://flet.dev) - Cross-platform GUI framework for building modern apps in pure Python.
- [Flexx](https://github.com/zoofIO/flexx) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
- [Gooey](https://github.com/chriskiehl/Gooey) - Turn command line programs into a full GUI application with one line.
- [kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
- [NiceGui](https://github.com/zauberzeug/nicegui) - It is great for micro web apps, dashboards, robotics projects, smart home solutions and similar use cases. You can also use it in development, for example when tweaking/configuring a machine learning algorithm or tuning motor controllers.
- [NiceGUI](https://github.com/zauberzeug/nicegui) - An easy-to-use, Python-based UI framework, which shows up in your web browser.
- [pyglet](https://github.com/pyglet/pyglet) - A cross-platform windowing and multimedia library for Python.
- [PyGObject](https://pygobject.readthedocs.io/) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
- [PySide](https://doc.qt.io/qtforpython/) - Qt for Python offers the official Python bindings for [Qt](https://www.qt.io/), this is same as PyQt but it's the official binding with different licensing.
Expand All @@ -594,7 +595,7 @@ _Libraries for working with GraphQL._
_Awesome game development libraries._

- [Arcade](https://api.arcade.academy/en/latest/) - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
- [Cocos2d](https://www.cocos.com/en/cocos2d-x) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
- [Cocos2d](https://www.cocos.com/en/cocos2d-x) - A framework for building 2D games, demos, and other graphical/interactive applications.
- [Harfang3D](http://www.harfang3d.com) - Python framework for 3D, VR and game development.
- [Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney.
- [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games.
Expand All @@ -620,7 +621,7 @@ _Libraries for working with HTML and XML._
- [beautifulsoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
- [cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python.
- [html5lib](https://github.com/html5lib/html5lib-python) - A standards-compliant library for parsing and serializing HTML documents and fragments.
- [JustHTML](https://github.com/EmilStenstrom/justhtml/) - A pure Python HTML5 parser that just works. No C extensions to compile. No system dependencies to install. No complex API to learn.
- [JustHTML](https://github.com/EmilStenstrom/justhtml/) - A pure Python HTML5 parser that just works.
- [lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML.
- [markupsafe](https://github.com/pallets/markupsafe) - Implements a XML/HTML/XHTML Markup safe string for Python.
- [pyquery](https://github.com/gawel/pyquery) - A jQuery-like library for parsing HTML.
Expand Down Expand Up @@ -666,7 +667,7 @@ _Libraries for manipulating images._
_Implementations of Python._

- [clpython](https://github.com/metawilm/cl-python) - Implementation of the Python programming language written in Common Lisp.
- [cpython](https://github.com/python/cpython) - **Default, most widely used implementation of the Python programming language written in C.**
- [cpython](https://github.com/python/cpython) - Default, most widely used implementation of the Python programming language written in C.
- [cython](https://github.com/cython/cython) - Optimizing Static Compiler for Python.
- [ironpython](https://github.com/IronLanguages/ironpython3) - Implementation of the Python programming language written in C#.
- [micropython](https://github.com/micropython/micropython) - A lean and efficient Python programming language implementation.
Expand Down Expand Up @@ -729,6 +730,7 @@ _Libraries for Machine Learning. Also see [awesome-machine-learning](https://git
- [PraisonAI](https://github.com/MervinPraison/PraisonAI) - Production-ready Multi-AI Agents framework with self-reflection, 100+ LLM support, MCP integration, and agentic workflows.
- [pydantic-ai](https://github.com/pydantic/pydantic-ai) - A Python agent framework for building generative AI applications with structured schemas.
- [RAGFlow](https://github.com/infiniflow/ragflow) - An open-source RAG engine for document understanding and question answering with LLMs.
- [rasa](https://github.com/RasaHQ/rasa) - An open-source machine learning framework for automated text and voice-based conversations.
- [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning.
- [Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library.
- [Transformers](https://github.com/huggingface/transformers) - A framework that lets you easily use pretrained transformer models for NLP, vision, and audio tasks.
Expand Down Expand Up @@ -948,7 +950,7 @@ _Frameworks for developing serverless Python code._

## Shell

_Shells based on Python._
_Shells built with Python._

- [xonsh](https://github.com/xonsh/xonsh/) - A Python-powered shell. Full-featured and cross-platform.

Expand All @@ -972,6 +974,7 @@ _Libraries for parsing and manipulating specific text formats._
- [PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages.
- [ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents.
- Markdown
- [Jimmy](https://github.com/marph91/jimmy) - Convert your notes to Markdown.
- [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown.
- [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown.
- YAML
Expand Down Expand Up @@ -1190,4 +1193,4 @@ Your contributions are always welcome! Please take a look at the [contribution g

---

If you have any question about this opinionated list, do not hesitate to contact me [@VintaChen](https://twitter.com/VintaChen) on Twitter or open an issue on GitHub.
If you have any question about this opinionated list, do not hesitate to contact [@VintaChen](https://twitter.com/VintaChen) on Twitter.
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