TongYiLingMa

Overview

Tongyi Lingma is a free AI coding tool from Alibaba, built on the Tongyi large model, designed to help developers boost programming efficiency and improve code quality. It acts as an intelligent assistant that integrates into your daily development workflow, making coding faster, smarter, and more enjoyable.

With a rich set of practical features, it provides real-time code continuation that predicts and suggests code at the line or function level based on your current context and syntax. You can describe a feature in natural language and have code and comments generated directly in the editor, letting you generate, explain, and comment code without breaking your flow. It also generates code explanations for over 30 languages and helps you troubleshoot errors and exceptions quickly.

For flexible usage, Tongyi Lingma supports offline single-line completion, ensuring you can still receive code suggestions in network-restricted or offline environments. It also offers powerful search for technical documentation and code snippets within supported IDEs, enabling you to find the information you need fast and stay focused on building great software.

Core capabilities

Real-time line/function continuation

Automatically predicts and suggests code from context and syntax as you type; press Tab to accept.

Natural language code generation

Describe what you want in plain language, and it generates code and comments directly in the editor, preserving your coding flow.

Code optimization

Identifies issues in your code and provides actionable optimization suggestions.

Unit test generation

Generates unit tests and code explanations using frameworks such as JUnit, Mockito, Spring Test, and pytest.

Image multimodal Q&A

Add images by selecting, dragging, or pasting, and it analyzes the content to generate code or bug-fix suggestions from your description.

Code comment generation

One-click generation of method and inline comments, saving time and improving code readability and comment coverage.

Code explanation

Recognizes over 30 programming languages; selecting code automatically identifies the language and generates an explanation to help you quickly understand logic and design.

Intelligent R&D Q&A

Trained on vast development, product, engineering, Alibaba Cloud service, and SDK/OpenAPI docs to answer questions and solve problems easily.

Local project Q&A

Understand your repository, query code, and get fix suggestions and recommended code for simple features or bugs via natural language.

Enterprise knowledge base Q&A

Leverage enterprise knowledge and data to quickly build a R&D Q&A assistant that boosts team efficiency and collaboration.

Exception troubleshooting

Helps developers investigate code exceptions and errors; when code fails, it offers possible solutions to quickly locate and resolve issues.

Offline single-line completion

Switch to local completion mode in restricted or no-network environments to get single-line code suggestions and keep developing without interruption.

Tech doc and snippet search

Search technical docs and code snippets inside supported IDEs like IntelliJ IDEA and PyCharm to quickly find what you need.

Project Rules

Customize code generation rules like code style, tech stack constraints, and security rules, ensuring consistent team code style and reducing maintenance overhead.

Unified authorization management

Centrally add and manage usage permissions for developers across your enterprise.

Statistics reports

Provides stats on developer activity, AI code generation ratio, and Q&A usage ratio, helping enterprises quickly assess impact.

Use cases

Accelerate development with real-time AI code completion and generation

Automatically generate code based on comments to speed up implementation

Understand unfamiliar code and troubleshoot errors with AI explanations

Automatically generate unit test cases for your code with AI

Get AI-powered optimization and refactoring suggestions to improve code quality