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# AI Agents for Beginners - A Course
<!-- WEHUB_ZH_README -->
> [!NOTE]
> 本文档由 WeHub 基于上游 README 翻译整理,属于社区翻译,非官方中文文档。
> [English](./README.en.md) · [原始项目](https://github.com/microsoft/ai-agents-for-beginners) · [上游 README](https://github.com/microsoft/ai-agents-for-beginners/blob/HEAD/README.md)
> 原作者、版权与许可证归属以原始项目及本仓库 LICENSE 文件为准。
# AI Agents for Beginners - 入门课程
![AI Agents for Beginners](./images/repo-thumbnailv2.png)
## A course teaching everything you need to know to start building AI Agents
## 一门教你从零开始构建 AI Agents 所需全部知识的课程
[![GitHub license](https://img.shields.io/github/license/microsoft/ai-agents-for-beginners.svg)](https://github.com/microsoft/ai-agents-for-beginners/blob/master/LICENSE?WT.mc_id=academic-105485-koreyst)
[![GitHub contributors](https://img.shields.io/github/contributors/microsoft/ai-agents-for-beginners.svg)](https://GitHub.com/microsoft/ai-agents-for-beginners/graphs/contributors/?WT.mc_id=academic-105485-koreyst)
@@ -10,35 +16,35 @@
[![GitHub pull-requests](https://img.shields.io/github/issues-pr/microsoft/ai-agents-for-beginners.svg)](https://GitHub.com/microsoft/ai-agents-for-beginners/pulls/?WT.mc_id=academic-105485-koreyst)
[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com?WT.mc_id=academic-105485-koreyst)
### 🌐 Multi-Language Support
### 🌐 多语言支持
#### Supported via GitHub Action (Automated & Always Up-to-Date)
#### 通过 GitHub Action 支持(自动化且始终保持最新)
<!-- CO-OP TRANSLATOR LANGUAGES TABLE START -->
[Arabic](./translations/ar/README.md) | [Bengali](./translations/bn/README.md) | [Bulgarian](./translations/bg/README.md) | [Burmese (Myanmar)](./translations/my/README.md) | [Chinese (Simplified)](./translations/zh-CN/README.md) | [Chinese (Traditional, Hong Kong)](./translations/zh-HK/README.md) | [Chinese (Traditional, Macau)](./translations/zh-MO/README.md) | [Chinese (Traditional, Taiwan)](./translations/zh-TW/README.md) | [Croatian](./translations/hr/README.md) | [Czech](./translations/cs/README.md) | [Danish](./translations/da/README.md) | [Dutch](./translations/nl/README.md) | [Estonian](./translations/et/README.md) | [Finnish](./translations/fi/README.md) | [French](./translations/fr/README.md) | [German](./translations/de/README.md) | [Greek](./translations/el/README.md) | [Hebrew](./translations/he/README.md) | [Hindi](./translations/hi/README.md) | [Hungarian](./translations/hu/README.md) | [Indonesian](./translations/id/README.md) | [Italian](./translations/it/README.md) | [Japanese](./translations/ja/README.md) | [Kannada](./translations/kn/README.md) | [Khmer](./translations/km/README.md) | [Korean](./translations/ko/README.md) | [Lithuanian](./translations/lt/README.md) | [Malay](./translations/ms/README.md) | [Malayalam](./translations/ml/README.md) | [Marathi](./translations/mr/README.md) | [Nepali](./translations/ne/README.md) | [Nigerian Pidgin](./translations/pcm/README.md) | [Norwegian](./translations/no/README.md) | [Persian (Farsi)](./translations/fa/README.md) | [Polish](./translations/pl/README.md) | [Portuguese (Brazil)](./translations/pt-BR/README.md) | [Portuguese (Portugal)](./translations/pt-PT/README.md) | [Punjabi (Gurmukhi)](./translations/pa/README.md) | [Romanian](./translations/ro/README.md) | [Russian](./translations/ru/README.md) | [Serbian (Cyrillic)](./translations/sr/README.md) | [Slovak](./translations/sk/README.md) | [Slovenian](./translations/sl/README.md) | [Spanish](./translations/es/README.md) | [Swahili](./translations/sw/README.md) | [Swedish](./translations/sv/README.md) | [Tagalog (Filipino)](./translations/tl/README.md) | [Tamil](./translations/ta/README.md) | [Telugu](./translations/te/README.md) | [Thai](./translations/th/README.md) | [Turkish](./translations/tr/README.md) | [Ukrainian](./translations/uk/README.md) | [Urdu](./translations/ur/README.md) | [Vietnamese](./translations/vi/README.md)
> **Prefer to Clone Locally?**
> **更想在本地克隆?**
>
> This repository includes 50+ language translations which significantly increases the download size. To clone without translations, use sparse checkout:
> 本仓库包含 50 多种语言的翻译,会显著增大下载体积。若要在不包含翻译的情况下克隆,请使用 sparse checkout
>
> **Bash / macOS / Linux:**
> **Bash / macOS / Linux**
> ```bash
> git clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git
> cd ai-agents-for-beginners
> git sparse-checkout set --no-cone '/*' '!translations' '!translated_images'
> ```
>
> **CMD (Windows):**
> **CMD (Windows)**
> ```cmd
> git clone --filter=blob:none --sparse https://github.com/microsoft/ai-agents-for-beginners.git
> cd ai-agents-for-beginners
> git sparse-checkout set --no-cone "/*" "!translations" "!translated_images"
> ```
>
> This gives you everything you need to complete the course with a much faster download.
> 这样即可获得完成课程所需的全部内容,同时下载速度更快。
<!-- CO-OP TRANSLATOR LANGUAGES TABLE END -->
**If you wish to have additional translation languages supported, they are listed [here](https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md).**
**如果希望支持更多翻译语言,相关语言列在[此处](https://github.com/Azure/co-op-translator/blob/main/getting_started/supported-languages.md).**
[![GitHub watchers](https://img.shields.io/github/watchers/microsoft/ai-agents-for-beginners.svg?style=social&label=Watch)](https://GitHub.com/microsoft/ai-agents-for-beginners/watchers/?WT.mc_id=academic-105485-koreyst)
[![GitHub forks](https://img.shields.io/github/forks/microsoft/ai-agents-for-beginners.svg?style=social&label=Fork)](https://GitHub.com/microsoft/ai-agents-for-beginners/network/?WT.mc_id=academic-105485-koreyst)
@@ -47,150 +53,142 @@
[![Microsoft Foundry Discord](https://dcbadge.limes.pink/api/server/ATgtXmAS5D)](https://discord.com/invite/ATgtXmAS5D)
## 🌱 Getting Started
## 🌱 快速开始
This course has lessons covering the fundamentals of building AI Agents. Each lesson covers its own topic so start wherever you like!
本课程包含构建 AI Agents 基础知识的各课时。每节课对应独立主题,可按你喜欢的顺序开始学习!
There is multi-language support for this course. Go to our [available languages here](#-multi-language-support).
本课程提供多语言支持。请前往我们的[可用语言列表](#-multi-language-support)
If this is your first time building with Generative AI models, check out our [Generative AI For Beginners](https://aka.ms/genai-beginners) course, which includes 21 lessons on building with GenAI.
如果你是第一次使用生成式 AI(Generative AI)模型进行构建,请查看我们的 [Generative AI For Beginners](https://aka.ms/genai-beginners) 课程,其中包含 21 节关于使用 GenAI 构建应用的课程。
Don't forget to [star (🌟) this repo](https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst) and [fork this repo](https://github.com/microsoft/ai-agents-for-beginners/fork) to run the code.
别忘了[为这个仓库加星(🌟)](https://docs.github.com/en/get-started/exploring-projects-on-github/saving-repositories-with-stars?WT.mc_id=academic-105485-koreyst) [Fork 本仓库](https://github.com/microsoft/ai-agents-for-beginners/fork) 以便运行代码。
### Meet Other Learners, Get Your Questions Answered
### 结识其他学员,解答你的疑问
If you get stuck or have any questions about building AI Agents, join our dedicated Discord Channel in the [Microsoft Foundry Discord](https://aka.ms/ai-agents/discord).
如果在构建 AI Agents 时遇到困难或有任何问题,请加入 [Microsoft Foundry Discord](https://aka.ms/ai-agents/discord). 中的专用频道。
### What You Need
### 你需要准备什么
Each lesson in this course includes code examples, which can be found in the code_samples folder. You can [fork this repo](https://github.com/microsoft/ai-agents-for-beginners/fork) to create your own copy.
本课程的每节课都包含代码示例,可在 code_samples 文件夹中找到。你可以[Fork 本仓库](https://github.com/microsoft/ai-agents-for-beginners/fork) 以创建自己的副本。
The code examples in these exercises utilize Microsoft Agent Framework with Microsoft Foundry Agent Service V2:
这些练习中的代码示例使用 Microsoft Agent Framework Microsoft Foundry Agent Service V2
- [Microsoft Foundry](https://aka.ms/ai-agents-beginners/ai-foundry) - Azure Account Required
- [Microsoft Foundry](https://aka.ms/ai-agents-beginners/ai-foundry) - 需要 Azure 账户
This course uses the following AI Agent frameworks and services from Microsoft:
本课程使用以下来自 Microsoft 的 AI Agent 框架与服务:
- [Microsoft Agent Framework (MAF)](https://aka.ms/ai-agents-beginners/agent-framework)
- [Microsoft Foundry Agent Service V2](https://aka.ms/ai-agents-beginners/ai-agent-service)
Some code samples also support alternative OpenAI-compatible providers such as [MiniMax](https://platform.minimaxi.com/), which offers large-context models (up to 204K tokens). See the [Course Setup](./00-course-setup/README.md) for configuration details.
部分代码示例还支持其他兼容 OpenAI 的提供方,例如 [MiniMax](https://platform.minimaxi.com/),,其提供大上下文模型(最高 204K tokens)。配置详情请参阅[课程设置](./00-course-setup/README.md)
For more information on running the code for this course, go to the [Course Setup](./00-course-setup/README.md).
有关运行本课程代码的更多信息,请前往[课程设置](./00-course-setup/README.md)
## 🙏 Want to help?
## 🙏 想要贡献?
Do you have suggestions or found spelling or code errors? [Raise an issue](https://github.com/microsoft/ai-agents-for-beginners/issues?WT.mc_id=academic-105485-koreyst) or [Create a pull request](https://github.com/microsoft/ai-agents-for-beginners/pulls?WT.mc_id=academic-105485-koreyst)
有建议,或发现拼写、代码错误?请[提交 Issue](https://github.com/microsoft/ai-agents-for-beginners/issues?WT.mc_id=academic-105485-koreyst) 或[创建 Pull Request](https://github.com/microsoft/ai-agents-for-beginners/pulls?WT.mc_id=academic-105485-koreyst)
## 📂 Each lesson includes
## 📂 每节课包含
- A written lesson located in the README and a short video
- Python code samples using Microsoft Agent Framework with Microsoft Foundry
- Links to extra resources to continue your learning
- 位于 README 中的文字课程与一段短视频
- 使用 Microsoft Agent Framework Microsoft Foundry 的 Python 代码示例
- 用于继续深入学习的额外资源链接
## 🗃️ 课程
## 🗃️ Lessons
| **Lesson** | **Text & Code** | **Video** | **Extra Learning** |
| **课程** | **文本与代码** | **视频** | **扩展学习** |
|----------------------------------------------|----------------------------------------------------|------------------------------------------------------------|----------------------------------------------------------------------------------------|
| Intro to AI Agents and Agent Use Cases | [Link](./01-intro-to-ai-agents/README.md) | [Video](https://youtu.be/3zgm60bXmQk?si=z8QygFvYQv-9WtO1) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Exploring AI Agentic Frameworks | [Link](./02-explore-agentic-frameworks/README.md) | [Video](https://youtu.be/ODwF-EZo_O8?si=Vawth4hzVaHv-u0H) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Understanding AI Agentic Design Patterns | [Link](./03-agentic-design-patterns/README.md) | [Video](https://youtu.be/m9lM8qqoOEA?si=BIzHwzstTPL8o9GF) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Tool Use Design Pattern | [Link](./04-tool-use/README.md) | [Video](https://youtu.be/vieRiPRx-gI?si=2z6O2Xu2cu_Jz46N) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Agentic RAG | [Link](./05-agentic-rag/README.md) | [Video](https://youtu.be/WcjAARvdL7I?si=gKPWsQpKiIlDH9A3) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Building Trustworthy AI Agents | [Link](./06-building-trustworthy-agents/README.md) | [Video](https://youtu.be/iZKkMEGBCUQ?si=jZjpiMnGFOE9L8OK ) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Planning Design Pattern | [Link](./07-planning-design/README.md) | [Video](https://youtu.be/kPfJ2BrBCMY?si=6SC_iv_E5-mzucnC) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Multi-Agent Design Pattern | [Link](./08-multi-agent/README.md) | [Video](https://youtu.be/V6HpE9hZEx0?si=rMgDhEu7wXo2uo6g) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Metacognition Design Pattern | [Link](./09-metacognition/README.md) | [Video](https://youtu.be/His9R6gw6Ec?si=8gck6vvdSNCt6OcF) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| AI Agents in Production | [Link](./10-ai-agents-production/README.md) | [Video](https://youtu.be/l4TP6IyJxmQ?si=31dnhexRo6yLRJDl) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Using Agentic Protocols (MCP, A2A and NLWeb) | [Link](./11-agentic-protocols/README.md) | [Video](https://youtu.be/X-Dh9R3Opn8) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Context Engineering for AI Agents | [Link](./12-context-engineering/README.md) | [Video](https://youtu.be/F5zqRV7gEag) | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| Managing Agentic Memory | [Link](./13-agent-memory/README.md) | [Video](https://youtu.be/QrYbHesIxpw?si=vZkVwKrQ4ieCcIPx) | |
| Exploring Microsoft Agent Framework | [Link](./14-microsoft-agent-framework/README.md) | | |
| Building Computer Use Agents (CUA) | [Link](./15-browser-use/README.md) | | [Link](https://docs.browser-use.com/examples/templates/playwright-integration) |
| Deploying Scalable Agents | Coming Soon | | |
| Creating Local AI Agents | Coming Soon | | |
| Securing AI Agents | [Link](./18-securing-ai-agents/README.md) | | [Link](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| AI 智能体简介与智能体用例 | [链接](./01-intro-to-ai-agents/README.md) | [视频](https://youtu.be/3zgm60bXmQk?si=z8QygFvYQv-9WtO1) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 探索 AI 智能体框架 | [链接](./02-explore-agentic-frameworks/README.md) | [视频](https://youtu.be/ODwF-EZo_O8?si=Vawth4hzVaHv-u0H) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 理解 AI 智能体设计模式 | [链接](./03-agentic-design-patterns/README.md) | [视频](https://youtu.be/m9lM8qqoOEA?si=BIzHwzstTPL8o9GF) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 工具使用设计模式 | [链接](./04-tool-use/README.md) | [视频](https://youtu.be/vieRiPRx-gI?si=2z6O2Xu2cu_Jz46N) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 智能体 RAGAgentic RAG | [链接](./05-agentic-rag/README.md) | [视频](https://youtu.be/WcjAARvdL7I?si=gKPWsQpKiIlDH9A3) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 构建可信的 AI 智能体 | [链接](./06-building-trustworthy-agents/README.md) | [视频](https://youtu.be/iZKkMEGBCUQ?si=jZjpiMnGFOE9L8OK ) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 规划设计模式 | [链接](./07-planning-design/README.md) | [视频](https://youtu.be/kPfJ2BrBCMY?si=6SC_iv_E5-mzucnC) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 多智能体设计模式 | [链接](./08-multi-agent/README.md) | [视频](https://youtu.be/V6HpE9hZEx0?si=rMgDhEu7wXo2uo6g) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 元认知设计模式 | [链接](./09-metacognition/README.md) | [视频](https://youtu.be/His9R6gw6Ec?si=8gck6vvdSNCt6OcF) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 生产环境中的 AI 智能体 | [链接](./10-ai-agents-production/README.md) | [视频](https://youtu.be/l4TP6IyJxmQ?si=31dnhexRo6yLRJDl) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 使用智能体协议(MCPA2A NLWeb | [链接](./11-agentic-protocols/README.md) | [视频](https://youtu.be/X-Dh9R3Opn8) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| AI 智能体的上下文工程(Context Engineering | [链接](./12-context-engineering/README.md) | [视频](https://youtu.be/F5zqRV7gEag) | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
| 管理智能体记忆 | [链接](./13-agent-memory/README.md) | [视频](https://youtu.be/QrYbHesIxpw?si=vZkVwKrQ4ieCcIPx) | |
| 探索 Microsoft Agent Framework | [链接](./14-microsoft-agent-framework/README.md) | | |
| 构建计算机使用智能体(CUA | [链接](./15-browser-use/README.md) | | [链接](https://docs.browser-use.com/examples/templates/playwright-integration) |
| 部署可扩展的智能体 | 即将推出 | | |
| 创建本地 AI 智能体 | 即将推出 | | |
| 保障 AI 智能体安全 | [链接](./18-securing-ai-agents/README.md) | | [链接](https://aka.ms/ai-agents-beginners/collection?WT.mc_id=academic-105485-koreyst) |
## 🎒 Other Courses
## 🎒 其他课程
Our team produces other courses! Check out:
我们团队还制作了其他课程!欢迎查看:
<!-- CO-OP TRANSLATOR OTHER COURSES START -->
### LangChain
[![LangChain4j for Beginners](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners)
[![LangChain.js for Beginners](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin)
[![LangChain for Beginners](https://img.shields.io/badge/LangChain%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://github.com/microsoft/langchain-for-beginners?WT.mc_id=m365-94501-dwahlin)
[![LangChain4j 入门](https://img.shields.io/badge/LangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchain4j-for-beginners)
[![LangChain.js 入门](https://img.shields.io/badge/LangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://aka.ms/langchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin)
[![LangChain 入门](https://img.shields.io/badge/LangChain%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https://github.com/microsoft/langchain-for-beginners?WT.mc_id=m365-94501-dwahlin)
---
### Azure / Edge / MCP / Agents
[![AZD for Beginners](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst)
[![Edge AI for Beginners](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst)
[![MCP for Beginners](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst)
[![AI Agents for Beginners](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst)
[![AZD 入门](https://img.shields.io/badge/AZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https://github.com/microsoft/AZD-for-beginners?WT.mc_id=academic-105485-koreyst)
[![Edge AI 入门](https://img.shields.io/badge/Edge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https://github.com/microsoft/edgeai-for-beginners?WT.mc_id=academic-105485-koreyst)
[![MCP 入门](https://img.shields.io/badge/MCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https://github.com/microsoft/mcp-for-beginners?WT.mc_id=academic-105485-koreyst)
[![AI 智能体入门](https://img.shields.io/badge/AI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https://github.com/microsoft/ai-agents-for-beginners?WT.mc_id=academic-105485-koreyst)
---
### Generative AI Series
[![Generative AI for Beginners](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)
[![Generative AI (.NET)](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)
[![Generative AI (Java)](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst)
[![Generative AI (JavaScript)](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst)
### 生成式 AI 系列
[![生成式 AI 入门](https://img.shields.io/badge/Generative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)
[![生成式 AI.NET](https://img.shields.io/badge/Generative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)
[![生成式 AIJava](https://img.shields.io/badge/Generative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https://github.com/microsoft/generative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst)
[![生成式 AIJavaScript](https://img.shields.io/badge/Generative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https://github.com/microsoft/generative-ai-with-javascript?WT.mc_id=academic-105485-koreyst)
---
### Core Learning
[![ML for Beginners](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst)
[![Data Science for Beginners](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst)
[![AI for Beginners](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst)
[![Cybersecurity for Beginners](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung)
[![Web Dev for Beginners](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst)
[![IoT for Beginners](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst)
[![XR Development for Beginners](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst)
### 核心学习
[![机器学习入门](https://img.shields.io/badge/ML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst)
[![数据科学入门](https://img.shields.io/badge/Data%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst)
[![AI 入门](https://img.shields.io/badge/AI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst)
[![网络安全入门](https://img.shields.io/badge/Cybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https://github.com/microsoft/Security-101?WT.mc_id=academic-96948-sayoung)
[![Web 开发入门](https://img.shields.io/badge/Web%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst)
[![IoT 入门](https://img.shields.io/badge/IoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst)
[![XR 开发入门](https://img.shields.io/badge/XR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst)
---
### Copilot Series
[![Copilot for AI Paired Programming](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)
### Copilot 系列
[![适用于 AI 结对编程的 Copilot](https://img.shields.io/badge/Copilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)
[![Copilot for C#/.NET](https://img.shields.io/badge/Copilot%20for%20C%23/.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst)
[![Copilot Adventure](https://img.shields.io/badge/Copilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst)
<!-- CO-OP TRANSLATOR OTHER COURSES END -->
## 🌟 Community Thanks
## 🌟 社区致谢
Thanks to [Shivam Goyal](https://www.linkedin.com/in/shivam2003/) for contributing important code samples demonstrating Agentic RAG.
感谢 [Shivam Goyal](https://www.linkedin.com/in/shivam2003/) 贡献了展示 Agentic RAG 的重要代码示例。
## Contributing
## 参与贡献
This project welcomes contributions and suggestions. Most contributions require you to agree to a
Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us
the rights to use your contribution. For details, visit <https://cla.opensource.microsoft.com>.
本项目欢迎贡献与建议。 大多数贡献需要你同意贡献者许可协议(Contributor License AgreementCLA),声明你有权且确实授予我们使用你贡献内容的权利。详情请访问 <https://cla.opensource.microsoft.com>。
When you submit a pull request, a CLA bot will automatically determine whether you need to provide
a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions
provided by the bot. You will only need to do this once across all repos using our CLA.
当你提交拉取请求时,CLA 机器人会自动判断你是否需要提供 CLA,并适当地标注该 PR(例如状态检查、评论)。只需按照机器人提供的说明操作即可。在我们使用同一 CLA 的所有仓库中,你只需完成一次。
This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/).
For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or
contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments.
本项目已采用 [Microsoft 开源行为准则](https://opensource.microsoft.com/codeofconduct/).
更多信息请参阅 [行为准则常见问题](https://opensource.microsoft.com/codeofconduct/faq/)
如有其他问题或意见,请联系 [opencode@microsoft.com](mailto:opencode@microsoft.com)
## Trademarks
## 商标
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft
trademarks or logos is subject to and must follow
[Microsoft's Trademark & Brand Guidelines](https://www.microsoft.com/legal/intellectualproperty/trademarks/usage/general).
Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.
Any use of third-party trademarks or logos is subject to those third-parties' policies.
本项目可能包含项目、产品或服务的商标或标识。经授权使用 Microsoft 商标或标识须遵守并遵循 [Microsoft 商标与品牌指南](https://www.microsoft.com/legal/intellectualproperty/trademarks/usage/general).
在本项目的修改版本中使用 Microsoft 商标或标识,不得造成混淆或暗示 Microsoft 赞助。任何第三方商标或标识的使用均须遵守相关第三方的政策。
## Getting Help
## 获取帮助
If you get stuck or have any questions about building AI apps, join:
如果你在构建 AI 应用时遇到困难或有任何疑问,欢迎加入:
[![Microsoft Foundry Discord](https://img.shields.io/badge/Discord-Azure_AI_Foundry_Community_Discord-blue?style=for-the-badge&logo=discord&color=5865f2&logoColor=fff)](https://aka.ms/foundry/discord)
If you have product feedback or errors while building visit:
如果你在构建过程中有产品反馈或遇到错误,请访问:
[![Microsoft Foundry Developer Forum](https://img.shields.io/badge/GitHub-Azure_AI_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https://aka.ms/foundry/forum)