Dive into CodeGeeX — — Your AI Programming Assistant

Codegeex
4 min readSep 11, 2024

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In today’s rapidly developing technological era, developers need more efficient and intelligent tools to cope with complex programming tasks. As an intelligent programming assistant based on a large-scale model, CodeGeeX not only provides powerful functions but also combines the fun of programming with efficiency, enabling developers to achieve twice the results with half the effort when writing code. Whether it’s code generation, completion, or automatic annotation and intelligent question-and-answer, CodeGeeX has gained widespread recognition from developers for its outstanding performance.

Today, let us take a closer look at this leading intelligent programming assistant, CodeGeeX.

What is CodeGeeX?

CodeGeeX is an all-around intelligent programming assistant built on a large-scale model, designed to enhance developers’ work efficiency through its powerful functions. It can automatically generate and complete code, add comments, translate code, and provide intelligent questions and answers, covering a wide range of essential links in the developer’s programming workflow.

CodeGeeX supports popular programming languages and is compatible with various mainstream integrated development environments (IDEs), including Visual Studio Code, JetBrains IDEs, Visual Studio, HBuilderX, deepin-IDE, and others.

Since the start of its research and development in early 2022, CodeGeeX has released several generations of its code generation model and intelligent programming assistant plug-in. The first generation was launched in September of that year. Through continuous technical iteration and improvement, the second generation was launched in July 2023, featuring advanced model capabilities and significantly improved user experience. The third generation was released in January 2024, and the fourth generation, which was released in July 2024, is an open-source model, offering developers worldwide open access and customization opportunities.

(CodeGeeX4-ALL-9B)

CodeGeeX functions- efficient and versatile

CodeGeeX offers developers a comprehensive programming support system, featuring a range of efficient and versatile functions. The following is an overview of its core capabilities:

● Automatic code generation and completion:

CodeGeeX can automatically generate code based on natural language descriptions of functions or generate subsequent code snippets based on existing code, enabling developers to quickly complete their code and significantly improve programming efficiency.

Code Translation:

CodeGeeX allows users to easily translate code from one programming language to another, eliminating the need to rewrite code in different languages and making it simpler to work with cross-language projects.

● Automatic code commenting:

CodeGeeX eliminates the need for manual code commenting by intelligently adding line-level comments to the code, saving developers time and providing a clear record of their code’s history.

● Intelligent Q&A:

When encountering technical issues during development, CodeGeeX provides real-time AI-powered Q&A functionality, allowing developers to ask questions directly within the IDE and receive instant solutions, to help the concentrate on the task

● Additional features:

CodeGeeX also offers enhanced search functionality, unit testing, code review, and code repair capabilities, further enhancing the development experience and providing developers with the tools they need to work more efficiently and effectively.

Competitive product analysis — open source, free

In the intelligent programming assistant market, CodeGeeX stands out with its unique competitive advantages, distinct from tools like Codium, GitHub Copilot, and Cursor. CodeGeeX’s model is open-source, a new generation of models that enables global developers to use it for free, learn its underlying principles in-depth, and customize it to their needs.

This open-source strategy sets CodeGeeX apart from other brands, providing stronger developer community support and scalability.

User reviews

Since its release, CodeGeeX has garnered widespread acclaim from developers for its exceptional performance. On GitHub, CodeGeeX has received more than 15,000 stars, with developers writing over 20 million lines of code daily. Moreover, a remarkable 83% of users reported that it significantly improved their programming efficiency (as of October 2023)

Engineer:

CodeGeeX is the best domestic tool that matches GitHub Copilot. With its wide range of programming language support, plug-in support for mainstream development platforms, and rapid iteration of new features, CodeGeeX has completely defeated other domestic competitors and provided powerful efficiency support for developers.

Front-end Engineer:

CodeGeeX performs strongly in code generation and can effectively improve the productivity of developers. At the same time, CodeGeeX is highly open. Public papers provide opportunities for learning model principles, and open APIs also give developers the ability to customize.

Python Developer:

Whether it is software development or writing deep learning code, the efficiency is greatly improved after using the CodeGeeX plug-in. CodeGeeX seems to be able to sense what you are going to write, and now I can’t live without it.

Through these actual user feedbacks, it can be seen that CodeGeeX not only provides developers with efficient programming support, but also has won wide recognition and love among global developers with its innovative functions and open source strategy.

About CodeGeeX

CodeGeeX is a powerful intelligent programming assistant built on Large Language Models (LLMs). It can perform a range of functions, including code generation and completion, automatic annotation, code translation, and intelligent Q&A, helping developers significantly improve their work efficiency. CodeGeeX supports a wide range of mainstream programming languages and is compatible with various popular Integrated Development Environments (IDEs).

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Codegeex

CodeGeeX is a powerful intelligent programming assistant based on LLMs — Open-source, Multilingual, Free.