What are the free and open source GitHub projects that improve productivity in the whole network?
Out-of-the-box geographic information system
"Geographic Information System (GIS)" is a computer system for collecting, storing, processing, analyzing, managing and displaying geographic information.
To put it simply, it is somewhat similar to Google Maps or Baidu Maps, which can integrate geographical data from different sources and display them on the map for various statistics and analysis.
Making good use of GIS can provide us with a lot of useful information, such as: providing regional information to urban planners, allowing them to formulate urban planning more accurately; helping enterprises to grasp the distribution of customers and conduct business better.
GitHub：https://github.com/qgis/QGIS
The system supports running on macOS, Windows, Linux and other platforms, and mainly has the following features:
Flexible and powerful spatial data management;
Simple and beautiful drawing style;
Advanced and robust geospatial analysis capabilities;
Powerful customization and scalability;
Comes with QGIS server.
If necessary, you can even combine Van Gogh's painting style to generate a beautiful geographical painting:
Through this project, we can complete data analysis in the fields of urban planning, resource management, environmental protection, traffic management, etc., and combine various AI technologies to create a set of intelligent urban management solutions.
Elegant and concise UI open source library
As we all know, Vue.js has become one of the well-known front-end development frameworks on GitHub, and many developers have customized many UI components for it.
Today I recommend a UI library based on Vue.js 3.0: Vuestic UI, which provides more than 60 customizable UI components, which are easy to use and highly flexible in customization, allowing users to customize components. Easy personal adjustment and customization.
In addition, Vuestic UI also supports internationalization, dark mode, seamless integration and other functions, providing developers with powerful functional support.
GitHub: https://github.com/epicmaxco/vuestic-ui
The project comes from the Epicmax team, a Vue.js development company that has successfully completed more than 55 projects and successfully open-sourced 3 highly acclaimed products.
By using Vuestic UI, developers can easily create the UI components, templates and pages they want to provide a beautiful and powerful user interface for the application.
If you are looking for a solution that can help you build quality UIs, then Vuestic UI is definitely a good choice.
Data Visualization Artifact
For students who are engaged in data analysis, it is a handy tool that can help you complete various complex tasks with half the effort.
Today I recommend a Python library that was more popular on GitHub: PyGWalker.
With only one line of code, this project can transform the dataset into an interactive visual analysis tool, which is used to simplify the Jupyter Notebook data analysis and visualization workflow.
GitHub: https://github.com/Kanaries/pygwalker
The library has a wealth of functions that can help users quickly convert Pandas' DataFrame into a Tableau-like operation interface, enabling users to explore and analyze data more intuitively.
Not only that, PyGWalker also supports multiple operating environments, such as Jupyter Notebook, Google Colab, Kaggle Code, etc., allowing developers to use this library to complete data analysis and visualization in various environments.
Through PyGWalker, we can easily implement various operations, such as automated data cleaning, interactive data visualization, etc., so as to improve efficiency in the process of data exploration and analysis.
The installation and use of the library is also very simple, without installing additional dependencies, users can quickly complete data analysis and visual exploration based on Python or Jupyter Notebook with just one line of command.
01 JumpServer
The bastion host is actually developed from the springboard host. Simply put, the bastion host is a product that can control and audit the user's access and operation rights, and can effectively improve the operation and maintenance efficiency of the enterprise IT system.
Elegant and concise interface, seamless compatibility with multiple platforms
After so many years of iterations, the UI interface of JumpServer is also constantly upgraded. After using it as a whole, I think the page layout is simple and clear, and the operation experience is very smooth and comfortable.
What's more, JumpServer not only supports the traditional PC-side office scene, but also supports mobile-side operations, allowing users to operate at any time, even if they are not in the company, they can deal with problems at any time, which is very convenient.
Rich functions to meet various application scenarios
JumpServer open source bastion machine can help enterprises manage and log in various types of assets in a more secure way, including Linux/SSH, Windows, databases, Kubernetes, and remote applications, all assets can be connected At the same time, it also supports pre-authorization, in-process supervision, and post-event audit, which complies with 4A norms and meets the requirements of security compliance.
The founder of the JumpServer project, Lao Guang (ibuler) himself is an operation and maintenance engineer. In order to solve the problems encountered in his work, he wrote the first line of code of JumpServer in June 2014 and released it to GitHub On the basis of continuous iteration with the joint efforts of community developers.
Until now, Lao Guang is still the core of the JumpServer R&D team, and insists on writing codes in the front line of R&D, leading the JumpServer open source team to continue to grow and develop.
From a simple Python operation and maintenance script to an open source project with at least 250,000 cumulative installations and deployments, it took JumpServer nine years, which is really admirable.
Of course, during the period, there were times when only Lao Guang was left in the entire team, but it was precisely because of the support and love of so many community users that the JumpServer project was able to persist.
Look through the version release records of JumpServer, I believe you will be shocked by its update speed. As a relatively mature open source product, it can still maintain the update speed of iterating a new version every month.
Support large-scale distributed deployment
With the expansion of enterprise scale and business growth, the number of enterprise IT assets is rising rapidly. More and more enterprises have multiple data centers in different places, and now many enterprises will deploy assets in public clouds superior.
I believe that many students in large enterprises will face the need for unified management and control of these large-scale and distributed assets.
JumpServer's flexible and scalable distributed architecture is very good at handling such large-scale distributed asset usage scenarios. Both branch offices and headquarters can use the same JumpServer management system, and only need to maintain one JumpServer system, and logically divide personnel, assets and accounts through organizational management functions, making the management boundary clearer.
Open source address: https://github.com/jumpserver/jumpserver
02 ChatGPT-Midjourney
The project is developed based on ChatGPT-Next-Web, and has obtained 2.6k Stars in two weeks of open source. One-click free deployment of your private ChatGPT+Midjourney web application.
You can use ChatGPT and Midjourney services by entering the Prompt command in the same dialog box.
Open source address: https://github.com/Licoy/ChatGPT-Midjourney
03 Let AI write code for you
You can have a conversation with the AI and say what you want to build. For example: you enter "I want to build a multiplayer Snake game, use Python as the backend service, use the MVC model, please generate relevant HTML and JS code"
Then, through continuous dialogue with AI, determine your demands. AI can help you write the code you need and run it directly.
Open source address: https://github.com/AntonOsika/gpt-engineer
04 Free OpenAI GPT-4 API
This open source project converts the GPT function of the following website into an API, so that you can access the GPT API through the guidelines of this open source project.
Open source address: https://github.com/xiangsx/gpt4free-ts
05 Large-scale models in the financial field
Large language model in the financial field: FinGPT, this is an open source project for everyone interested in LLM and NLP in the financial field, using it you can continue to train and fine-tune large language models in the financial field.
Open source address: https://github.com/AI4Finance-Foundation/FinGPT
06 Text generation music model
Audiocraft is a PyTorch library for deep learning research in audio generation. Currently, it contains code for MusicGen, a state-of-the-art controllable text-to-music model.
Here is an example of using this model:
Open source address: https://github.com/facebookresearch/audiocraft
01 Chat2DB
Looking at the name of the open source project, you can probably guess what it is. Every time this is a database client that automatically generates SQL statements for you by inputting natural language without writing SQL.
At the same time, it can also convert SQL statements into natural language. With the help of this artifact, operations and business personnel who do not understand SQL can also perform quick queries and data analysis.
According to the description in the project, Chat2DB currently supports MySQL, PostgreSQL, Oracle, SQLServer, ClickHouse, OceanBase, H2, SQLite, etc., and will support more databases in the future
Open source address: https://github.com/alibaba/Chat2DB/blob/main/README_CN.md
02 ChatALL
After the release of ChatGPT, a large number of AI dialogue products have sprung up. But inputting the same Prompt command behaves differently on different large models.
This open source project integrates the current mainstream AI robots, and selects the answer that best suits you by talking with multiple robots.
Open source address: https://github.com/sunner/ChatALL/blob/main/README_ZH-CN.md
03 List of Chinese independent developer projects
This project collects and organizes the projects of domestic independent developers: lists hundreds of independent developer projects, and introduces which team developed them, whether they are open source, and whether they are still in maintenance status.
Since its update in 2018, it has obtained 22.4K Stars.
Open source address: https://github.com/1c7/chinese-independent-developer
04 Open source social platform
Without too much introduction, the README file is very detailed, so I will paste it directly.
Open source address: https://github.com/cherish-chat/xxim-server
01 SuperAGI (AI)
A framework developed for the first open-source autonomous artificial intelligence agents. Enables developers to quickly and reliably build, manage, and run useful autonomous agents.
Open source address: https://github.com/TransformerOptimus/SuperAGI
02 One-click face change (AI)
Take a video and replace the faces in the video with faces of your choice. All you need is an image of the desired face, no training required.
Open source address: https://github.com/s0md3v/roop
03 Terminal Personalization Tool
oh-my-posh is crafted with GitKraken and has already got 11k Stars. This is a terminal personalization tool that supports multiple themes to make your terminal cool.
Currently oh-my-posh supports PowerShell, bash, and zsh terminals on Windows, Linux, and macOS.
Open source address: https://github.com/JanDeDobbeleer/oh-my-posh
Reference document: https://ohmyposh.dev/docs/
04 Beautify terminal fonts
The built-in fonts of Windows itself are ugly in the terminal. You can use this open source project marked with 24.6K Stars. PowerLine Fonts covers a lot of fonts for you to download.
Open source address: https://github.com/powerline/fonts
05 Elegant terminal theme
These few open source projects can make your terminal more elegant and colorful.
Open source address: https://github.com/sindresorhus/hyper-snazzy
Open source address: https://github.com/sindresorhus/iterm2-snazzy
Open source address: https://github.com/sindresorhus/terminal-snazzy