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5 Interesting Python Open Source Projects "GitHub Hot Topics"

Popularity：634 ℃/2024-08-20 08:27:14

In this issue, I've handpicked five interesting and fun Python open source projects from last week's Open Source Buzz.

First, there's PyScript, which lets you run Python code directly in your browser, with support for embedding in HTML and installing third-party libraries. Then there's magic-wormhole in Python, a tool for securely transferring files with a single command, without a server. The Python library mem0, which enhances LLM context continuity, is used to build Her, and Mealie, a recipe management platform built on FastAPI, makes it easy to organize your diet. Finally, SWE-agent, a smart agent that automatically fixes GitHub Issues, helps you get off work on time and have time to cook yourself a meal.

Also on the hot list is Win11Debloat, a PowerShell script specifically designed to optimize Win11, which is easy to use and does not require any other software to be installed to optimize your Win11 system, making it cleaner and smoother!

  • Table of Contents for this article
    • 1. Open source hot search project
      • 1.1 Running Python code directly in the browser: PyScript
      • 1.2 Self-hosted recipe management platform: Mealie
      • 1.3 Scripts to optimize Windows 11 systems: Win11Debloat
      • 1.4 Simple and secure peer-to-peer file transfer tool: magic-wormhole
      • 1.5 Intelligent Agent to Automatically Fix GitHub Issues: SWE-agent
    • 2. HelloGitHub Hot Reviews
      • 2.1 A Python Library to Enhance LLM Context Continuity: mem0
      • 2.2 Show GitHub profile with retro terminal GIF: github-readme-terminal
    • 3. Conclusion

1. Open source hot search project

1.1 Running Python code directly in the browser: PyScript

Main language: Python，Star：17k，Weekly growth: 100

This project allows developers to use the Python programming language directly in HTML files, introducing and executing Python code like JavaScript files, supporting smaller MicroPython, common third-party libraries, and manipulating page elements for rapid creation of interactive data visualizations, website prototypes, and web applications such as online education.

<head>
    <link rel="stylesheet" href="/"/>
    <script type="module" src="/"></script>
</head>
<body>
    <script type="py" terminal>
        from pyscript import display
        display("HelloGitHub!") # this goes to the DOM
        print("Hello terminal") # this goes to the terminal
    </script>
</body>

GitHub address →/pyscript/pyscript

1.2 Self-hosted recipe management platform: Mealie

Main language: Python，Star：6.1k，Weekly growth: 400

This project is a recipe management platform built on FastAPI+. It provides a simple and friendly interface that allows users to edit and manage recipes online and import recipe content from multiple sources (URLs) through simple operations, and supports meal planning, shopping lists, multi-language, API integration and Docker deployment.

GitHub address →/mealie-recipes/mealie

1.3 Scripts to optimize Windows 11 systems: Win11Debloat

Main language: PowerShell，Star：11k，Weekly growth: 1.5k

This is a PowerShell script for optimizing your Windows 10/11 operating system without any additional software installation. It reduces system resource usage by removing or disabling pre-installed apps and unnecessary services on your Windows system, such as diagnostic data, targeted ads, alerts, Copilot, and Bing web search, giving you a cleaner and more efficient operating system.

GitHub address →/Raphire/Win11Debloat

1.4 Simple and secure peer-to-peer file transfer tool: magic-wormhole

Main language: Python，Star：19k

This is a command line tool written in Python that utilizes the PAKE encryption algorithm to establish a one-time point-to-point connection between two computers with secure encrypted transfer. Users can securely transfer files and directories of any size to another computer over the public network with a single command, available for Windows, macOS and Linux platforms.

GitHub address →/magic-wormhole/magic-wormhole

1.5 Intelligent Agent to Automatically Fix GitHub Issues: SWE-agent

Main language: Python，Star：12k，Weekly growth: 500

The project is an intelligent agent open source project developed and maintained by researchers at Princeton University. It automatically handles issues on GitHub by integrating the capabilities of large-scale language models (issues) , support for selecting different LLMs , automatically receive and analyze issues notifications and understand the context , quickly solve code problems , thus improving the efficiency of fixing bugs .

GitHub address →/princeton-nlp/SWE-agent

2. HelloGitHub Hot Reviews

In this section, we'll share this week's top open source projects on the HelloGitHub website, and you're welcome to share your experiences with these open source projects once you get your hands on them.

2.1 A Python Library to Enhance LLM Context Continuity: mem0

Main language: Python

The project can provide a memory layer for a variety of mainstream large-scale language models, which supports the preservation of the session and context of a user's interaction with an LLM, and can be dynamically updated and adapted in real-time to enhance the personalization of the AI for personalized LLM applications such as learning assistants, medical assistants, and virtual companions, which require long-term memory.

from mem0 import Memory
m = Memory()
# Add
result = ("Likes to play cricket on weekends", user_, metadata={"category": "hobbies"})
# Search
related_memories = (query="What are Alice's hobbies?", user_)
# Update
result = (memory_, data="Likes to play tennis on weekends")

Project Details→/repository/f3536f6e521043c3b300175d454fd346

2.2 Show GitHub profile with retro terminal GIF: github-readme-terminal

Main language: Python

This project generates a retro-style computer startup GIF animation of your GitHub profile based on your GitHub personal data.

Project Details→/repository/9734bbce9a7749cd8b6b5887816ae723

3. Conclusion

Above is the whole content of this issue of "GitHub Hot Spot", I hope you can find the open source projects you are interested in here, if you have other fun, interesting GitHub open source projects you want to share, welcome to theHelloGitHub Share and discuss with us.

Past Review

  • Browser plugins that optimize the GitHub experience
  • Chat with LLMs anytime, anywhere open source project
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