Lingma - Alibaba Cloud AI Coding Assistant

通义灵码是由阿里云提供的智能编码辅助工具，提供 代码智能生成、智能问答、多文件修改、编程智能体 等能力，为开发者带来高效、流畅的编码体验。同时，我们为提供企业客户提供了企业标准版、专属版，具备企业级场景自定义、私域知识增强等能力，助力企业研发智能化升级。

兼容 VS Code、Visual Studio、JetBrains IDEs 等主流 IDE；
编程语言：支持 Java、Python、Go、C/C++、JavaScript、TypeScript、PHP、Ruby、Rust、Scala 等主流编程语言。

下载 VSIX 安装包 ⇩ Lingma_VSCode_latest，也可以前往产品官网了解更多。

Lingma is an AI coding assistant powered by Alibaba Cloud that transforms the way developers work. Lingma offers core features like Code Completion, Ask, Multi-file Edits and Code Agent to help you stay focused. Lingma also provide enhanced enterprise security and customizable capabilities, empowering your teams to collaborate seamlessly and code faster.

Supported IDEs: Visual Studio Code, Visual Studio, JetBrains IDEs.
Supported languages: Java, Python, Go, C/C++, JavaScript, TypeScript, PHP, Ruby, Rust, Scala and other programming languages.

Download the VSIX ⇩ Lingma_VSCode_latest，and click here to learn more.

开始使用通义灵码 Getting access to Lingma

情况 1：个人开发者

如果你是个人开发者，可以使用阿里云中国站 (www.aliyun.com) 的云账号或 RAM 用户账号、或者阿里云国际站 (www.alibabacloud.com) 的云账号登录使用通义灵码。

情况 2：企业开发者

如果你的企业购买了中国站 (www.aliyun.com) 企业标准版，可使用你所在组织的阿里云账号或 RAM 用户登录使用通义灵码；
如果你的企业购买了中国站 (www.aliyun.com) / 国际站 (www.alibabacloud.com) 企业专属版，可配置专属版登录地址后，使用企业分配的专属版账号登录使用通义灵码。

详细可参考：快速入门

Case 1: Individual Developer

Lingma can be accessed using your Aliyun account (www.aliyun.com), or RAM user credentials. Additionally, Alibaba Cloud Account (www.alibabacloud.com) is supported.

Case 2: Enterprise Developer

If your organization purchases the Business Edition of Lingma in Mainland China, you can log in and use Lingma with your Aliyun account or RAM user account associated with your organization.
If your organization purchases the Dedicated Enterprise Edition of Lingma through the Aliyun website (www.aliyun.com) or Alibaba Cloud website (www.alibabacloud.com), you can log in and use Lingma with a dedicated account after the dedicated domain URL is configured.

For detailed instructions, please refer to the Quick Start Guide.

核心特性 Features

代码补全 Code Completion

经过海量优秀开源代码数据训练，可根据当前代码文件及跨文件的上下文，为你生成行级/函数级代码、单元测试、代码优化建议等。沉浸式编码心流，秒级生成速度，让你更专注在技术设计，高效完成编码工作。

Lingma is trained on a vast repository of high-quality open-source code, enabling it to generate line-level or function-level code, unit tests, and code optimization suggestions based on the context of your current or related files. With the ability to produce code in just seconds, Lingma helps you quickly enter a flow state, allowing you to focus on technical designs and complete your coding tasks with greater efficiency.

智能问答 Ask Mode

智能问答模式拥有海量研发文档、产品文档、通用研发知识等，并结合工程级感知能力，为开发者解决编码过程中遇到的研发问题，协助开发者进行代码问题修复、调试或运行错误的排查等。

With access to a vast repository of technical documentation, product manuals, and general development knowledge, combined with engineering-level perception capabilities, the Ask mode assists developers in resolving coding issues encountered during development. It helps with code problem fixes, debugging, and troubleshooting runtime errors, ensuring a smoother development process.

文件编辑 Edit Mode

文件编辑模式具备多文件代码修改的能力，当开发者需要精准地修改代码文件时，能够结合需求描述和当前工程环境进行多文件修改，并且可以进行多次迭代、代码审查，帮助开发者高效可控地完成代码修改任务。

Edit mode provides the Multi-file Edits. Use it when you want more granular control over the edits that Lingma proposes. In Edit mode, you can provide context with each iteration, decide whether or not to accept the suggested edits after each turn, and get more code suggestions in edits, which helps developers complete coding task efficiently and controllably.

智能体 Agent Mode

智能体模式具备自主决策、环境感知、工具使用等能力，可以根据开发者的编码诉求，使用工程检索、文件编辑、终端等工具，可以端到端完成编码任务。同时，支持开发者配置 MCP 工具，编码更加贴合开发者工作流程。

Agent mode is equipped with capabilities such as autonomous decision-making, codebase awareness, and tool utilization. It can independently handle coding tasks by leveraging tools like codebase search, file editor, terminal, and more, all customized to meet developer's coding needs. Additionally, it enables developers to configure MCP tools, ensuring that the coding process integrates seamlessly with their workflow.

企业级自定义 Enterprise-Level Customization

企业知识库通过集中管理私域数据，提供精准的企业知识问答与业务场景化的代码生成功能，同时支持自定义指令，灵活整合代码变更、文件、输入等上下文，全面满足企业定制化开发需求，提升开发效率与业务贴合度。

The enterprise knowledge base centralizes the management of private domain data, delivering precise enterprise knowledge Q&A and business-contextualized code generation capabilities. It also supports custom instructions, seamlessly integrating contexts such as code changes, files, and inputs to comprehensively meet tailored development needs, enhancing both development efficiency and business alignment.

帮助文档 Docs

中国站 (www.aliyun.com)

International (www.alibabacloud.com)

通义灵码作为你的智能编码助手，期待着和你一起开启舒适、流畅的编码旅途。如果你在使用通义灵码的过程中遇到任何问题，请提交反馈给我们。

With Lingma as your coding companion, we wish you a smooth and enjoyable coding journey. Should you encounter any issues or have suggestions for Lingma, we warmly invite you to share your Feedback with us.