概览
什么是 Refact?
Refact 是一个先进的 AI 代理,旨在从头到尾处理工程任务。它与开发者工具无缝集成,允许高效的规划、执行和迭代,直到成功结果的实现。这个创新的解决方案旨在提升生产力并简化软件开发中的工作流程。
Refact 的特点
- 端到端任务管理:Refact 全面管理工程任务,确保从规划到执行的每一步都得到覆盖。
- 与开发者工具集成:它与开发者使用的各种工具连接,使其更容易融入现有工作流程。
- 迭代学习:AI 不断从每个任务中学习,随着时间的推移提高其性能和适应性。
- 用户友好的界面:Refact 以可用性为设计理念,提供直观的界面,简化复杂的工程流程。
- 公共代码库:Refact 作为公共代码库提供,允许开发者访问、贡献并协作增强项目。
如何使用 Refact
- 访问代码库:访问 Refact GitHub 代码库 开始使用。
- 克隆代码库:使用 Git 将代码库克隆到本地机器。
git clone https://github.com/smallcloudai/refact.git
- 安装依赖:按照代码库中提供的安装说明设置您的环境。
- 与您的工具集成:配置 Refact 以与您现有的开发者工具无缝集成。
- 开始管理任务:有效利用 Refact 进行工程任务的规划、执行和迭代。
常见问题解答
问:Refact 支持哪些编程语言?
答:Refact 设计为与语言无关,这意味着它可以与各种编程语言和框架集成。
问:Refact 适合小团队吗?
答:是的,Refact 适合所有规模的团队,从小型初创公司到大型企业,旨在提升其工程流程。
问:我如何能为 Refact 贡献?
答:欢迎贡献!您可以分叉代码库,进行更改,并提交拉取请求以供审核。
问:Refact 的许可证是什么?
答:Refact 采用 BSD-3-Clause 许可证,允许灵活使用和分发。
问:我在哪里可以找到更多信息?
答:有关更多详细信息,请访问官方网站 refact.ai 或查看 GitHub 代码库中的文档。
详情
<a name="readme-top"></a>
<div align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://docs.refact.ai/_astro/logo-dark.CCzD55EA.svg"> <source media="(prefers-color-scheme: light)" srcset="https://docs.refact.ai/_astro/logo-light.CblxRz3x.svg"> <!-- Fallback if neither preference is set --> <img alt="Refact.ai logo" src="https://docs.refact.ai/_astro/logo-dark.CCzD55EA.svg" width="200"> </picture> <h1 align="center">Refact - Open Sourced AI Software Development Agent</h1> </div> <div align="center"> <a href="https://github.com/smallcloudai/refact/stargazers"><img src="https://img.shields.io/github/stars/smallcloudai/refact?style=for-the-badge&color=blue" alt="Stargazers"></a> <a href="https://discord.gg/Kts7CYg99R"><img src="https://img.shields.io/badge/Discord-Join%20Us-purple?logo=discord&logoColor=white&style=for-the-badge" alt="Join our Discord community"></a> <a href="https://docs.refact.ai"><img src="https://img.shields.io/badge/documentation-blue?logo=googledocs&logoColor=FFE165&style=for-the-badge" alt="Check out the documentation"></a> </div>Refact.ai is the #1 open-source AI Agent in SWE-bench verified that handles engineering tasks end-to-end. It deeply understands your codebases and integrates with your tools, databases, and browsers to automate complex, multi-step tasks.
🚀 Seamless Integration with Your Workflow
Refact Agent works effortlessly with the tools and databases you already use:
- 📁 Version Control: GitHub, GitLab
- 🗄️ Databases: PostgreSQL, MySQL
- 🛠️ Debugging: Pdb
- 🐳 Containerization: Docker
⚡ Why Choose Refact Agent?
- ✅ Deploy On-Premise: For maximum security, choose our self-hosted AI Agent version and run it on your own infrastructure.
- 🧠 Access State-of-the-Art Models: Use Claude 4, GPT-4o, or GPT-4o mini with AI Agent or for chat queries.
- 🔑 Bring Your Own Key (BYOK): Connect your API key and use any LLM: Gemini, Grok, OpenAI, Deepseek, and others.
- 💬 Integrated IDE Chat: Integrate with GitHub, PostgreSQL, Docker, and more. Refact.ai Agent accesses your resources and handles related operations autonomously, mimicking your workflow.
- ⚡ Free, Unlimited, Context-Aware Auto-Completion: Code faster with smart AI suggestions.
- 🛠️ Supports 25+ Programming Languages: Python, JavaScript, Java, Rust, TypeScript, PHP, C++, C#, Go, and many more!
🎉 Hear from our Community
Our Ambassadors shared remarkable stories of how they transform weeks of coding into minutes with Refact.ai Agent!
1️. How Refact.ai built 99.9% of an IoT cloud app Read
2️. How AI-coded prototypes help UX teams deliver real value Read
3️. 80 hours of building from scratch — instead done in 30 minutes Read more
4️. 3 weeks of waiting for a functional GUI? Built in just 14 minutes Read more
- Built an automated SEO Content Generator in 60 minutes with Refact.ai Read more
📜 View Full List of Supported Models
📢 Using AI for work? Let’s bring it to your company!
Fill out this form — Our AI Agent will be tailored to your company’s data, learning from feedback, and helping organize knowledge for better collaboration with your team.
📚 Table of Contents
- 🚀 Core Features and Functionality
- 🤖 Which Tasks Can Refact Help You With?
- ⚙️ QuickStart
- 🐳 Running Refact Self-Hosted in a Docker Container
- 🔌 Getting Started with Plugins
- 📖 Documentation
- 🥇 Contribution
- 🎉 Join the Community
🚀 Core Features and Functionality
✅ Unlimited accurate auto-completion with context awareness – Powered by Qwen2.5-Coder-1.5B, utilizing Retrieval-Augmented Generation (RAG).
✅ Integrated in-IDE Chat – AI deeply understands your code and provides relevant, intelligent answers.
✅ Integrated with Tools – Works with GitHub, GitLab, PostgreSQL, MySQL, Pdb, Docker, and shell commands.
✅ State-of-the-Art Models – Use Claude 4, GPT-4o, or GPT-4o mini with AI Agent or for chat queries.
✅ Bring Your Own Key (BYOK) – Use your own API keys for external LLMs.
🤖 Which Tasks Can Refact Help You With?
-
🏗 Generate code from natural language prompts (even with typos).
-
🔄 Refactor code for better quality and readability.
-
📖 Explain code to quickly understand unfamiliar code.
-
🐞 Debug code to detect and fix errors faster.
-
🧪 Generate unit tests for reliable code.
-
📌 Code Review with AI-assisted suggestions.
-
📜 Create Documentation to keep knowledge up to date.
-
🏷 Generate Docstrings for structured documentation.
⚙️ QuickStart
You can install the Refact repository without Docker:
pip install .
For GPU with CUDA capability >= 8.0 and flash-attention v2 support:
FLASH_ATTENTION_FORCE_BUILD=TRUE MAX_JOBS=4 INSTALL_OPTIONAL=TRUE pip install .
🐳 Running Refact Self-Hosted in a Docker Container
The easiest way to run the self-hosted server is using a pre-built Docker image.
See CONTRIBUTING.md
for installation without a Docker container.
🔌 Getting Started with Plugins
- Download Refact for VS Code or JetBrains.
- Set up a custom inference URL:
http://127.0.0.1:8008
- Configure the plugin settings:
- JetBrains: Settings > Tools > Refact.ai > Advanced > Inference URL
- VSCode: Extensions > Refact.ai Assistant > Settings > Address URL
📖 Documentation
For detailed guidance and best practices, check out our documentation.
🥇 Contribution
Want to contribute to our project? We're always open to new ideas and features!
- Check out GitHub Issues – See what we're working on or suggest your own ideas.
- Read our Contributing Guide – Check out
Contributing.md
to get started.
Your contributions help shape the future of Refact Agent! 🚀
⭐ Star History
🎉 Join the Community
We're all about open-source and empowering developers with AI tools. Our vision is to build the future of programming. Join us and be part of the journey!
📢 Join our Discord server – A community-run space for discussion, questions, and feedback.
Made with ❤️ by developers who automate the boring, so you can focus on building the future.
Server配置