Free to use AI code generation tool: CodeGeeX, your powerful copilot
CodeGeeX is an AI code generation tool developed by the Tsinghua University Knowledge Engineering Laboratory team. It uses the AI framework MindSpore developed by Huawei. It helps programmers automatically generate code, translate code, refactor code, write documentation, and answer programming questions. CodeGeeX supports more than 20 programming languages, including Python, Java, C, JavaScript and Go. It can also be installed as a plug-in into popular IDEs such as VS Code, IntelliJ IDEA and PyCharm
MindSpore
Mindspore provides the following feature support for CodeGeeX:
- High performance: Mindspore uses a variety of optimization technologies to achieve high-performance deep learning models. This allows code generated by CodeGeeX to run faster and more efficiently.
- High scalability: Mindspore supports multiple hardware platforms, including CPU, GPU, Ascend, etc. This allows CodeGeeX to generate code suitable for different hardware platforms.
- Ease of use: Mindspore provides clear API and documentation, allowing programmers to get started quickly. This makes it easier for CodeGeeX to use Mindspore to generate code.
Main functions of CodeGeeX
- Automatic code generation: CodeGeeX can automatically generate codes based on user input. For example, users can enter a natural language description and CodeGeeX can generate the corresponding code.
- Code Translation: CodeGeeX can translate code from one programming language to another. For example, users can translate Python code into Java code.
- Code Refactoring: CodeGeeX can help programmers refactor code to make it clearer, concise and easier to maintain.
- Documentation writing: CodeGeeX can help programmers write code documentation, including API documentation, tutorials and user manuals.
- Answering programming questions: CodeGeeX can answer programming questions, including grammar questions, algorithm questions, and design questions.
Advantages of CodeGeeX
- Accuracy: CodeGeeX is trained on large amounts of data to produce high-quality code.
- High efficiency: CodeGeeX can automatically complete repetitive tasks and improve programmer efficiency.
- Flexibility: CodeGeeX supports a variety of programming languages and functions to meet the different needs of programmers.
CodeGeeX application scenarios
- Programming beginners: CodeGeeX can help programming beginners learn programming languages and concepts.
- Experienced programmers: CodeGeeX can help experienced programmers improve work efficiency and code quality.
- Researchers: CodeGeeX can help researchers quickly generate code, conduct experiments and research.
The future development of CodeGeeX
CodeGeeX2 is implemented based on the ChatGLM2 architecture by adding code pre-training. Due to the better performance of ChatGLM2, CodeGeeX2 has achieved performance improvements in multiple indicators. These indicators include but are not limited to more powerful coding capabilities, better Chinese and English input support, support for more programming languages, enhancements in code interpretation and document generation
Open Source Free
CodeGeeX’s model code has been open sourced on GitHub, and any user can download it and perform local deployment, debugging and optimization. In addition, individual users can use the convenient functions provided by CodeGeeX’s plug-ins for free. If you like the features of Code Assistant and Copilot, but don’t want to spend money, then CodeGeeX is definitely your best choice
Summary
CodeGeeX is a powerful artificial intelligence code generation tool that can comprehensively improve programmers' programming capabilities, not only improve work efficiency, but also improve code quality. As CodeGeeX continues to develop, it will play an increasingly important role in the future
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