重構開源人工智慧軟體開發代理人

什麼是 Refact？

Refact 是一個先進的 AI 代理，旨在從頭到尾處理工程任務。它與開發者的工具無縫整合，允許高效的規劃、執行和迭代，直到達成成功的結果。這一創新解決方案旨在提高生產力並簡化軟體開發中的工作流程。

Refact 的特點

• 端到端任務管理：Refact 全面管理工程任務，確保從規劃到執行的每一步都得到覆蓋。
• 與開發者工具的整合：它與開發者使用的各種工具連接，使其更容易融入現有的工作流程。
• 迭代學習：該 AI 不斷從每個任務中學習，隨著時間的推移提高其性能和適應性。
• 友好的用戶界面：Refact 設計時考慮了可用性，提供直觀的界面，簡化複雜的工程過程。
• 公共庫：Refact 作為公共庫提供，允許開發者訪問、貢獻和共同增強該項目。

如何使用 Refact

1. 訪問庫：訪問 Refact GitHub 庫 開始使用。
2. 克隆庫：使用 Git 將庫克隆到本地機器。

   git clone https://github.com/smallcloudai/refact.git
   

3. 安裝依賴：按照庫中提供的安裝說明設置您的環境。
4. 與您的工具整合：配置 Refact 與您現有的開發者工具協同工作，以實現無縫整合。
5. 開始管理任務：有效利用 Refact 規劃、執行和迭代您的工程任務。

常見問題

問：Refact 支持哪些程式語言？

答：Refact 設計為語言無關，意味著它可以與各種程式語言和框架整合。

問：Refact 適合小團隊嗎？

答：是的，Refact 非常適合各種規模的團隊，從小型初創公司到大型企業，旨在提升其工程流程。

問：我該如何為 Refact 做出貢獻？

答：歡迎貢獻！您可以分叉庫，進行更改，並提交拉取請求以供審核。

問：Refact 的許可證是什麼？

答：Refact 採用 BSD-3-Clause 許可證，允許靈活使用和分發。

問：我可以在哪裡找到更多信息？

答：有關更多詳細信息，請訪問官方網站 refact.ai 或查看 GitHub 庫中的文檔。

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<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

5. 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

1. Download Refact for VS Code or JetBrains.
2. Set up a custom inference URL:

   http://127.0.0.1:8008
   

3. 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.