base on 🧙‍AutoDev: The AI-powered coding wizard（AI 驱动编程助手）with multilingual support 🌐, auto code generation 🏗️, and a helpful bug-slaying assistant 🐞! Customizable prompts 🎨 and a magic Auto Dev/Testing/Document/Agent feature 🧪 included! 🚀 <p align="center"> <img src="src/main/resources/META-INF/pluginIcon.svg" width="160px" height="160px" alt="logo" /> </p> <h1 align="center">AutoDev for Intellij</h1> <p align="center"> <a href="https://codecov.io/gh/unit-mesh/auto-dev" > <img src="https://codecov.io/gh/unit-mesh/auto-dev/graph/badge.svg?token=5RzcndjFPx"/> </a> <a href="https://github.com/unit-mesh/auto-dev/actions/workflows/build.yml"> <img src="https://github.com/unit-mesh/auto-dev/actions/workflows/build.yml/badge.svg" alt="Build" /> </a> <a href="https://github.com/unit-mesh/chocolate-factory"> <img src="https://img.shields.io/badge/powered_by-chocolate_factory-blue?logo=kotlin&logoColor=fff" alt="Powered By" /> </a> </p> > 🧙‍AutoDev: The AI-powered coding wizard with multilingual support 🌐, auto code generation 🏗️, and a helpful > bug-slaying assistant 🐞! Customizable prompts 🎨 and a magic Auto Dev/Testing/Document/Agent feature 🧪 included! 🚀 VSCode Version: [https://github.com/unit-mesh/auto-dev-vscode](https://github.com/unit-mesh/auto-dev-vscode) [Quick Start →](https://ide.unitmesh.cc/quick-start) 🆕🆕🆕: New AI agent language: [https://github.com/phodal/shire](https://github.com/phodal/shire) ## AutoDev 2.0 Sketch - the Cursor Composer in Intellij IDEA Video demo (YouTube) — English [](https://youtu.be/b1pO641-A54) **AutoDev Sketch** is an IDE canvas feature provided by [Shire](https://github.com/phodal/shire), designed to simplify interactions and enhance the developer experience within the IDE. | Sketch Name | Description | Screenshots | |-----------------------------|--------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------| | **Code Sketch** | Real-time code editor with syntax highlighting |  | | **Diff Sketch** | Diff content comparison tool with patch handling |  | | **Terminal Sketch** | Editable pop-up terminal interface and integration with other sketch, like frontend dev localhost in WebView |  | | **WebView Sketch** | HTML/React/Ionic mockup generator with WebView display |  | | **OpenAPI Sketch`*`** | OpenAPI editor with bidirectional code-OpenAPI synchronization |  | | **Dependency Sketch`*`** | Security-builtin vulnerable dependency checker |  | | **Go Playground Sketch`*`** | Go Playground with bidirectional code preview/edit |  | | **Mermaid Sketch`*`** | Real-time flowchart preview/edit with bidirectional binding |  | | **PlantUML Sketch`*`** | UML diagram editor with bidirectional code-diagram synchronization |  | `*` means requires additional plugin installation. ### Unite Your Dev Ecosystem, Create Your AI Copilot  ### Demos Video demo (Bilibili) - 中文/Chinese [](https://www.bilibili.com/video/BV115c6eUEps/) ## AutoDev Architecture Here is the AutoDev architecture:  ## AutoDev 1.0~ Feature Overview <p align="center"> <img src="docs/autodev-overview.svg" width="100%" height="100%" alt="Overview" /> </p> Features: - Languages support: Java, Kotlin, JavaScript/TypeScript, Rust, Python, Golang, C/C++/OC (TBC), or others... - Auto development mode - AutoCRUD (Spring framework）. With DevTi Protocol (like `devti://story/github/1102`) will auto generate Model-Controller-Service-Repository code. - AutoSQL (required Database plugin). Context-aware SQL generation. - AutoPage (React). Context-aware Web Page generation. - AutoArkUI (HarmonyOS). Auto generate HarmonyOS ArkUI code. - AutoTesting. create unit test intention, auto run unit test and try to fix test. - AutoDocument. Auto generate document. - Copilot mode - AutoDev will help you find bug, explain code, trace exception, generate commits, and more. - Pattern specific. Based on your code context like (Controller, Service `import`), AutoDev will suggest the best code to you. - Related code. Based on recent file changes, AutoDev will call calculate similar chunk to generate the best code. - Chat with AI. Chat with selection code and context-aware code. - Customize. - Custom specification of prompt. For example, Controller, Service, Repository, Model, etc. - Custom intention action. You can add your own intention action. - Custom LLM Server. You can customize your LLM Server in `Settings` -> `Tools` -> `AutoDev` - Custom Living documentation. Customize your own living documentation, like annotation. - Team AI. Customize your team prompts in codebase, and distribute to your team. - Prompt override. You can override AutoDev's prompt in your codebase. - SDLC - VCS. Generate/improve commit message, release note, and more. - Code Review. Generate code-review content. - Smart Refactoring. AI based Rename, refactoring with code smell, refactoring suggetion and more. - Dockerfile. Based on your project, generate Dockerfile. - CI/CD config. Based on build tool, generate CI/CD config file, like `.github/workflows/build.yml`. - Terminal. In Terminal ToolWindow, you can use custom input to generate shell/command - Custom AI Agent - Executable AI Agent language: DevIns. - Custom AI Agent. You can integrate your own AI Agent into AutoDev. - Model - Built-in LLM Fine-tune - [UnitEval](https://github.com/unit-mesh/unit-eval) evaluate llm result - [UnitGen](https://github.com/unit-mesh/unit-gen) generate code-llm fine-tune data. AutoDev fine-tune models: download from [HuggingFace](https://huggingface.co/unit-mesh) | name | model download (HuggingFace) | model download (OpenBayes) | |---------------|-----------------------------------------------------------------|------------------------------------------------------------------------------------| | DeepSeek 6.7B | [AutoDev Coder](https://huggingface.co/unit-mesh/autodev-coder) | AutoDev Coder](https://openbayes.com/console/phodal/models/rCmer1KQSgp/9/overview) | ## Language Features ### Language Support We follow [Chapi](https://github.com/phodal/chapi) AST analysis engine for language support tier. | Features | Java | Python | Go | Kotlin | JS/TS | C/C++ | C# | Scala | Rust | ArkTS | |---------------------------|------|--------|----|--------|-------|-------|----|-------|------|-------| | Chat Language Context | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | | | ✅ | ✅ | | Structure AST | ✅ | | ✅ | ✅ | ✅ | ✅ | | | | | | Doc Generation | ✅ | ✅ | ✅ | ✅ | ✅ | | | | ✅ | ✅ | | Precision Test Generation | ✅ | ✅ | ✅ | ✅ | ✅ | | | | ✅ | | | Precision Code Generation | ✅ | | | ✅ | | | | | | | | AutoCRUD | ✅ | | | ✅ | | | | | | | ### Extensions see in [exts](exts) ## Demo DevIns Language demo (Bilibili) - 中文 [](https://www.bilibili.com/video/BV12H4y1W7sE/) Video demo (YouTube) — English [](https://youtu.be/gVBTBdFV5hA) Video demo (Bilibili) - 中文 [](https://www.bilibili.com/video/BV1yV4y1i74c/) ## Useful Links - [Copilot-Explorer](https://github.com/thakkarparth007/copilot-explorer) Hacky repo to see what the Copilot extension sends to the server. - [GitHub Copilot](https://github.com/saschaschramm/github-copilot) a small part of Copilot Performance logs. - [花了大半个月，我终于逆向分析了Github Copilot](https://github.com/mengjian-github/copilot-analysis) ## Who is using AutoDev? Welcome to add your company here. - Thoughtworks, a leading technology consultancy. ## License Inspired by: - Multiple target inspired by: [https://github.com/intellij-rust/intellij-rust](https://github.com/intellij-rust/intellij-rust) - SimilarFile inspired by: GitHub Copilot - DevIn Language refs on [JetBrains' Markdown Util](https://github.com/JetBrains/intellij-community/tree/master/platform/markdown-utils), which is licensed under the Apache 2.0 license. - Stream Diff based on [Continue Dev](https://github.com/continuedev/continue) under the Apache 2.0 license. - Ripgrep inspired by [Cline](https://github.com/cline/cline) under the Apache 2.0 license. - MCP based on [JetBrains' MCP](https://plugins.jetbrains.com/plugin/26071-mcp-server) This code is distributed under the MPL 2.0 license. See `LICENSE` in this directory. ", Assign "at most 3 tags" to the expected json: {"id":"8749","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"