CodeGeeX
CodeGeeX
A Multilingual AI Assistant for Software Developers - 13B params, 20+ langs, 15+ for code generation & translation.
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Tool Info
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Date Added: December 12, 2022
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Description
CodeGeeX is an open source AI model designed to boost productivity for software developers by generating, translating, and suggesting code across multiple programming languages. With 13 billion parameters, it is one of the largest models focused specifically on programming assistance.
CodeGeeX aims to act as an AI pair programmer that supercharges developers with instant coding abilities beyond their own. Its versatility across languages makes it a valuable asset for any software creator.
Huggingface link for the model = https://huggingface.co/spaces/THUDM/CodeGeeX
More information available on their homepage = https://codegeex.cn/en-US
Github link: https://github.com/THUDM/CodeGeeX
Key Features
- Large-scale multilingual code generation model with 13 billion parameters
- Pre-trained on over 20 programming languages and a massive code corpus
- Supports 15+ languages including Python, Java, C++, JavaScript, and Go
- Provides code generation, translation, completion, and documentation
- Accessible via plugins for VS Code, IntelliJ, PyCharm, WebStorm, etc.
- Available through API for custom integrations
- Completely free for individual developers
- Open Source
- Created by Chinese AI research organization THUDM
- Code Generation Generates code from natural language descriptions in comments
- Code Translation Semantic-level translation between programming languages
- Code Completion Suggests code to complete the current line or multiple lines ahead
- Comment Generation Automatically adds comments explaining code
- AI Chatbot Answers developer questions and provides coding assistance
- Interprets Code Explains the functionality of selected code sections
- Fixes Bugs Identifies and fixes bugs and errors in code
- Significant productivity gains through faster coding and reduced manual work
- Allows developers to immerse themselves more deeply without distractions
- Lowers barriers for learning new programming languages
- Helps work with poorly documented legacy code
- Reduces time spent on tedious documentation
- Enables quicker prototyping and iteration
Use Cases
- Personal programming assistant CodeGeeX can act as a personal AI assistant to help with coding tasks across multiple languages. It can help complete tasks more quickly through code generation, translation, and suggestions.
- Learning new languages Developers can use CodeGeeX to learn new languages faster by having code examples generated and explanations of code snippets. This lowers the barriers to picking up additional languages.
- Prototyping and iteration CodeGeeX allows for more rapid prototyping of ideas and faster iteration by auto-generating initial code that can then be refined. This accelerates the development process.
- Legacy code maintenance For maintaining poorly documented legacy codebases, CodeGeeX helps interpret undocumented code and provide comments to understand what it does.
- Documentation CodeGeeX can automatically add natural language comments to code to improve documentation without manual effort.
- Collaborative coding Multiple developers can use CodeGeeX as a shared AI assistant during pair programming or collaborative sessions to boost team productivity.
- Code porting Engineers can use CodeGeeX to automatically port codebases between languages like when migrating applications.
- Education/Training Schools and bootcamps can utilize CodeGeeX to help students learn coding principles through code examples and practice across multiple languages.
- Reduced bugs By scanning code for errors, CodeGeeX helps reduce bugs introduced during the coding process, saving time from debugging.
