mirror of
https://github.com/deepseek-ai/awesome-deepseek-integration
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964cf4ec26
@ -139,6 +139,11 @@ English/[简体中文](https://github.com/deepseek-ai/awesome-deepseek-integrati
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<td> <a href="https://github.com/deepseek-ai/awesome-deepseek-integration/blob/main/docs/continue/README.md"> Continue </a> </td>
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<td> Continue is an open-source autopilot in IDE </td>
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</tr>
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<tr>
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<td> <img src="https://github.com/deepseek-ai/awesome-deepseek-integration/blob/main/docs/cline/assets/favicon.png?raw=true" alt="Icon" width="64" height="auto" /> </td>
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<td> <a href="https://github.com/deepseek-ai/awesome-deepseek-integration/blob/main/docs/cline/README.md"> Cline </a> </td>
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<td> Meet Cline, an AI assistant that can use your CLI aNd Editor. </td>
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</tr>
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</table>
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### neovim Extensions
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<td> <a href="https://github.com/deepseek-ai/awesome-deepseek-integration/blob/main/docs/continue/README_cn.md"> Continue </a> </td>
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<td> 开源 IDE 插件,使用 LLM 做你的编程助手 </td>
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</tr>
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<tr>
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<td> <img src="https://github.com/deepseek-ai/awesome-deepseek-integration/blob/main/docs/cline/assets/favicon.png?raw=true" alt="Icon" width="64" height="auto" /> </td>
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<td> <a href="https://github.com/deepseek-ai/awesome-deepseek-integration/blob/main/docs/cline/README.md"> Cline </a> </td>
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<td> Cline 是一款能够使用您的 CLI 和编辑器的 AI 助手。 </td>
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</tr>
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</table>
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### neovim 插件
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docs/cline/README.md
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docs/cline/README.md
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# [Cline](https://github.com/cline/cline)
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Meet Cline, an AI assistant that can use your CLI aNd Editor.
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## Installation
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![image](./assets/cline-00.png)
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## Key Features of Cline
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1. **Agentic Coding with Claude 3.5 Sonnet**: Cline leverages advanced AI capabilities to handle complex software development tasks step-by-step, going beyond simple code completion or tech support.
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2. **File and Project Management**: Cline can create, edit, and explore files within large projects, enabling seamless navigation and modification of codebases.
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3. **Terminal Integration**: With user permission, Cline can execute terminal commands and monitor their output, allowing it to react dynamically to issues like dev server errors.
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4. **Browser Automation**: For web development, Cline can launch sites in a headless browser, interact with pages (click, type, scroll), and capture screenshots and console logs to debug runtime errors and visual bugs.
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5. **Human-in-the-Loop Safety**: Every file change and terminal command requires user approval via a GUI, ensuring a secure and controlled environment for exploring agentic AI capabilities.
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6. **Context-Aware Assistance**: Cline analyzes file structures, source code ASTs, and runs regex searches to understand existing projects, ensuring efficient and relevant assistance without overwhelming the context window.
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7. **Proactive Error Handling**: Cline monitors linter/compiler errors and proactively fixes issues like missing imports and syntax errors during file editing.
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8. **Model Context Protocol (MCP)**: Cline can extend its own capabilities by creating new tools using the MCP, enabling continuous adaptation to user needs.
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9. **Task Completion with Ease**: Once a task is completed, Cline presents results with simple terminal commands (e.g., `open -a "Google Chrome" index.html`), which users can execute with a single click.
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## UI
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![image](./assets/cline-01.png)
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## Integrate with DeepSeek API
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![image](./assets/cline-02.png)
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## Best practices
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1. **Disable Cline's Auto Approve Feature**: It is recommended to disable Cline's Auto Approve feature when using DeepSeek to reduce resource consumption and minimize the risk of lag caused by concurrent multiple requests.
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2. **Use Modified Versions of Cline**: For example, Roo-Cline or ALine. These modified versions carry relatively shorter contexts, handle requests more smoothly, and have a higher cache hit rate, which can help save API call costs.
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3. **Use DeepSeek with Caution for Large Projects**: For large code projects, it is not recommended to use DeepSeek + Cline. Large projects typically carry a large amount of code context, which can significantly slow down API request processing.
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4. **Switch to Other LLM Providers**: It is recommended to switch to other LLM providers when using Cline for a smoother experience.
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## Roo Cline
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![image](./assets/roocline-00.png)
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# [Cline](https://github.com/cline/cline)
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Cline 是一款能够使用您的 CLI 和编辑器的 AI 助手。
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## 安装
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![image](./assets/cline-00.png)
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## Cline 的主要特点
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1. **基于 Claude 3.5 Sonnet 的智能编码**:Cline 利用先进的 AI 技术,逐步处理复杂的软件开发任务,超越简单的代码补全或技术支持。
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2. **文件与项目管理**:Cline 可以创建、编辑和浏览大型项目中的文件,实现无缝的代码库导航和修改。
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3. **终端集成**:在用户授权的情况下,Cline 可以执行终端命令并监控其输出,从而动态响应开发服务器错误等问题。
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4. **浏览器自动化**:对于 Web 开发,Cline 可以在无头浏览器中启动网站,与页面交互(点击、输入、滚动),并捕获截图和控制台日志,以调试运行时错误和视觉问题。
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5. **人机交互安全保障**:每次文件更改和终端命令都需要通过 GUI 获得用户批准,确保在探索智能 AI 功能时提供一个安全可控的环境。
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6. **上下文感知辅助**:Cline 分析文件结构、源代码 AST 并运行正则表达式搜索,以理解现有项目,确保在不超出上下文窗口的情况下提供高效且相关的帮助。
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7. **主动错误处理**:Cline 监控 linter/编译器错误,并在文件编辑过程中主动修复诸如缺少导入和语法错误等问题。
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8. **模型上下文协议 (MCP)**:Cline 可以通过 MCP 创建新工具来扩展其功能,从而持续适应用户需求。
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9. **轻松完成任务**:任务完成后,Cline 会以简单的终端命令(例如 `open -a "Google Chrome" index.html`)呈现结果,用户只需点击一下即可执行。
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## 用户界面
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![image](./assets/cline-01.png)
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## 与 DeepSeek API 集成
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![image](./assets/cline-02.png)
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## 最佳实践
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1. **关闭 Cline 的 Auto Approve 功能**:建议在使用 DeepSeek 时,关闭 Cline 的 Auto Approve 功能,以降低资源消耗,降低多请求因并发带来的卡顿风险。
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2. **使用 Cline 改版**:例如 Roo-Cline 或 ALine。这些改版携带的上下文相对短,处理请求时表现更为流畅,且缓存命中率更高,可以帮助节省 API 调用成本。
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3. **慎用 DeepSeek 处理大型工程**:对于大型代码工程,不建议使用 DeepSeek + Cline。大型工程通常会携带大量代码上下文,会导致 API 请求处理速度明显变慢。
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4. **更换其他 LLM 提供商**:建议您在使用 Cline 时,更换其他 LLM 提供商,以获得更流畅的体验。
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## Roo Cline
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![image](./assets/roocline-00.png)
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