[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-517":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":25,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":35,"readmeContent":36,"aiSummary":37,"trendingCount":16,"starSnapshotCount":16,"syncStatus":38,"lastSyncTime":39,"discoverSource":40},517,"ai-agents-for-beginners","microsoft\u002Fai-agents-for-beginners","microsoft","12 Lessons to Get Started Building AI Agents","https:\u002F\u002Faka.ms\u002Fai-agents-beginners",null,"Jupyter Notebook",67005,22119,554,5,0,97,563,5792,480,45,"MIT License",false,"main",true,[27,28,29,30,31,32,33,34],"agentic-ai","agentic-framework","agentic-rag","ai-agents","ai-agents-framework","autogen","generative-ai","semantic-kernel","2026-06-12 02:00:14","# AI Agents for Beginners - A Course\n\n![AI Agents for Beginners](.\u002Fimages\u002Frepo-thumbnailv2.png)\n\n## A course teaching everything you need to know to start building AI Agents\n\n[![GitHub license](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002Fmicrosoft\u002Fai-agents-for-beginners.svg)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Fblob\u002Fmaster\u002FLICENSE?WT.mc_id=academic-105485-koreyst)\n[![GitHub contributors](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fcontributors\u002Fmicrosoft\u002Fai-agents-for-beginners.svg)](https:\u002F\u002FGitHub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Fgraphs\u002Fcontributors\u002F?WT.mc_id=academic-105485-koreyst)\n[![GitHub issues](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fissues\u002Fmicrosoft\u002Fai-agents-for-beginners.svg)](https:\u002F\u002FGitHub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Fissues\u002F?WT.mc_id=academic-105485-koreyst)\n[![GitHub pull-requests](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fissues-pr\u002Fmicrosoft\u002Fai-agents-for-beginners.svg)](https:\u002F\u002FGitHub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Fpulls\u002F?WT.mc_id=academic-105485-koreyst)\n[![PRs Welcome](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FPRs-welcome-brightgreen.svg?style=flat-square)](http:\u002F\u002Fmakeapullrequest.com?WT.mc_id=academic-105485-koreyst)\n\n### 🌐 Multi-Language Support\n\n#### Supported via GitHub Action (Automated & Always Up-to-Date)\n\n\u003C!-- CO-OP TRANSLATOR LANGUAGES TABLE START -->\n[Arabic](.\u002Ftranslations\u002Far\u002FREADME.md) | [Bengali](.\u002Ftranslations\u002Fbn\u002FREADME.md) | [Bulgarian](.\u002Ftranslations\u002Fbg\u002FREADME.md) | [Burmese (Myanmar)](.\u002Ftranslations\u002Fmy\u002FREADME.md) | [Chinese (Simplified)](.\u002Ftranslations\u002Fzh-CN\u002FREADME.md) | [Chinese (Traditional, Hong Kong)](.\u002Ftranslations\u002Fzh-HK\u002FREADME.md) | [Chinese (Traditional, Macau)](.\u002Ftranslations\u002Fzh-MO\u002FREADME.md) | [Chinese (Traditional, Taiwan)](.\u002Ftranslations\u002Fzh-TW\u002FREADME.md) | [Croatian](.\u002Ftranslations\u002Fhr\u002FREADME.md) | [Czech](.\u002Ftranslations\u002Fcs\u002FREADME.md) | [Danish](.\u002Ftranslations\u002Fda\u002FREADME.md) | [Dutch](.\u002Ftranslations\u002Fnl\u002FREADME.md) | [Estonian](.\u002Ftranslations\u002Fet\u002FREADME.md) | [Finnish](.\u002Ftranslations\u002Ffi\u002FREADME.md) | [French](.\u002Ftranslations\u002Ffr\u002FREADME.md) | [German](.\u002Ftranslations\u002Fde\u002FREADME.md) | [Greek](.\u002Ftranslations\u002Fel\u002FREADME.md) | [Hebrew](.\u002Ftranslations\u002Fhe\u002FREADME.md) | [Hindi](.\u002Ftranslations\u002Fhi\u002FREADME.md) | [Hungarian](.\u002Ftranslations\u002Fhu\u002FREADME.md) | [Indonesian](.\u002Ftranslations\u002Fid\u002FREADME.md) | [Italian](.\u002Ftranslations\u002Fit\u002FREADME.md) | [Japanese](.\u002Ftranslations\u002Fja\u002FREADME.md) | [Kannada](.\u002Ftranslations\u002Fkn\u002FREADME.md) | [Khmer](.\u002Ftranslations\u002Fkm\u002FREADME.md) | [Korean](.\u002Ftranslations\u002Fko\u002FREADME.md) | [Lithuanian](.\u002Ftranslations\u002Flt\u002FREADME.md) | [Malay](.\u002Ftranslations\u002Fms\u002FREADME.md) | [Malayalam](.\u002Ftranslations\u002Fml\u002FREADME.md) | [Marathi](.\u002Ftranslations\u002Fmr\u002FREADME.md) | [Nepali](.\u002Ftranslations\u002Fne\u002FREADME.md) | [Nigerian Pidgin](.\u002Ftranslations\u002Fpcm\u002FREADME.md) | [Norwegian](.\u002Ftranslations\u002Fno\u002FREADME.md) | [Persian (Farsi)](.\u002Ftranslations\u002Ffa\u002FREADME.md) | [Polish](.\u002Ftranslations\u002Fpl\u002FREADME.md) | [Portuguese (Brazil)](.\u002Ftranslations\u002Fpt-BR\u002FREADME.md) | [Portuguese (Portugal)](.\u002Ftranslations\u002Fpt-PT\u002FREADME.md) | [Punjabi (Gurmukhi)](.\u002Ftranslations\u002Fpa\u002FREADME.md) | [Romanian](.\u002Ftranslations\u002Fro\u002FREADME.md) | [Russian](.\u002Ftranslations\u002Fru\u002FREADME.md) | [Serbian (Cyrillic)](.\u002Ftranslations\u002Fsr\u002FREADME.md) | [Slovak](.\u002Ftranslations\u002Fsk\u002FREADME.md) | [Slovenian](.\u002Ftranslations\u002Fsl\u002FREADME.md) | [Spanish](.\u002Ftranslations\u002Fes\u002FREADME.md) | [Swahili](.\u002Ftranslations\u002Fsw\u002FREADME.md) | [Swedish](.\u002Ftranslations\u002Fsv\u002FREADME.md) | [Tagalog (Filipino)](.\u002Ftranslations\u002Ftl\u002FREADME.md) | [Tamil](.\u002Ftranslations\u002Fta\u002FREADME.md) | [Telugu](.\u002Ftranslations\u002Fte\u002FREADME.md) | [Thai](.\u002Ftranslations\u002Fth\u002FREADME.md) | [Turkish](.\u002Ftranslations\u002Ftr\u002FREADME.md) | [Ukrainian](.\u002Ftranslations\u002Fuk\u002FREADME.md) | [Urdu](.\u002Ftranslations\u002Fur\u002FREADME.md) | [Vietnamese](.\u002Ftranslations\u002Fvi\u002FREADME.md)\n\n> **Prefer to Clone Locally?**\n>\n> This repository includes 50+ language translations which significantly increases the download size. To clone without translations, use sparse checkout:\n>\n> **Bash \u002F macOS \u002F Linux:**\n> ```bash\n> git clone --filter=blob:none --sparse https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fai-agents-for-beginners.git\n> cd ai-agents-for-beginners\n> git sparse-checkout set --no-cone '\u002F*' '!translations' '!translated_images'\n> ```\n>\n> **CMD (Windows):**\n> ```cmd\n> git clone --filter=blob:none --sparse https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fai-agents-for-beginners.git\n> cd ai-agents-for-beginners\n> git sparse-checkout set --no-cone \"\u002F*\" \"!translations\" \"!translated_images\"\n> ```\n>\n> This gives you everything you need to complete the course with a much faster download.\n\u003C!-- CO-OP TRANSLATOR LANGUAGES TABLE END -->\n\n**If you wish to have additional translations languages supported are listed [here](https:\u002F\u002Fgithub.com\u002FAzure\u002Fco-op-translator\u002Fblob\u002Fmain\u002Fgetting_started\u002Fsupported-languages.md)**\n\n[![GitHub watchers](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fwatchers\u002Fmicrosoft\u002Fai-agents-for-beginners.svg?style=social&label=Watch)](https:\u002F\u002FGitHub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Fwatchers\u002F?WT.mc_id=academic-105485-koreyst)\n[![GitHub forks](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fforks\u002Fmicrosoft\u002Fai-agents-for-beginners.svg?style=social&label=Fork)](https:\u002F\u002FGitHub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Fnetwork\u002F?WT.mc_id=academic-105485-koreyst)\n[![GitHub stars](https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002Fmicrosoft\u002Fai-agents-for-beginners.svg?style=social&label=Star)](https:\u002F\u002FGitHub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Fstargazers\u002F?WT.mc_id=academic-105485-koreyst)\n\n[![Microsoft Foundry Discord](https:\u002F\u002Fdcbadge.limes.pink\u002Fapi\u002Fserver\u002FnTYy5BXMWG)](https:\u002F\u002Fdiscord.gg\u002FnTYy5BXMWG)\n\n\n## 🌱 Getting Started\n\nThis course has lessons covering the fundamentals of building AI Agents. Each lesson covers its own topic so start wherever you like!\n\nThere is multi-language support for this course. Go to our [available languages here](#-multi-language-support). \n\nIf this is your first time building with Generative AI models, check out our [Generative AI For Beginners](https:\u002F\u002Faka.ms\u002Fgenai-beginners) course, which includes 21 lessons on building with GenAI.\n\nDon't forget to [star (🌟) this repo](https:\u002F\u002Fdocs.github.com\u002Fen\u002Fget-started\u002Fexploring-projects-on-github\u002Fsaving-repositories-with-stars?WT.mc_id=academic-105485-koreyst) and [fork this repo](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Ffork) to run the code.\n\n### Meet Other Learners, Get Your Questions Answered\n\nIf you get stuck or have any questions about building AI Agents, join our dedicated Discord Channel in the [Microsoft Foundry Discord](https:\u002F\u002Faka.ms\u002Fai-agents\u002Fdiscord).\n\n### What You Need \n\nEach lesson in this course includes code examples, which can be found in the code_samples folder. You can [fork this repo](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Ffork) to create your own copy.  \n\nThe code examples in these exercises utilize Microsoft Agent Framework with Azure AI Foundry Agent Service V2:\n\n- [Microsoft Foundry](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fai-foundry) - Azure Account Required\n\nThis course uses the following AI Agent frameworks and services from Microsoft:\n\n- [Microsoft Agent Framework (MAF)](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fagent-framework)\n- [Azure AI Foundry Agent Service V2](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fai-agent-service)\n\nSome code samples also support alternative OpenAI-compatible providers such as [MiniMax](https:\u002F\u002Fplatform.minimaxi.com\u002F), which offers large-context models (up to 204K tokens). See the [Course Setup](.\u002F00-course-setup\u002FREADME.md) for configuration details.\n\nFor more information on running the code for this course, go to the [Course Setup](.\u002F00-course-setup\u002FREADME.md).\n\n## 🙏 Want to help?\n\nDo you have suggestions or found spelling or code errors? [Raise an issue](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Fissues?WT.mc_id=academic-105485-koreyst) or [Create a pull request](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fai-agents-for-beginners\u002Fpulls?WT.mc_id=academic-105485-koreyst)\n\n\n\n## 📂 Each lesson includes\n\n- A written lesson located in the README and a short video\n- Python code samples using Microsoft Agent Framework with Azure AI Foundry\n- Links to extra resources to continue your learning\n\n\n## 🗃️ Lessons\n\n| **Lesson**                                   | **Text & Code**                                    | **Video**                                                  | **Extra Learning**                                                                     |\n|----------------------------------------------|----------------------------------------------------|------------------------------------------------------------|----------------------------------------------------------------------------------------|\n| Intro to AI Agents and Agent Use Cases       | [Link](.\u002F01-intro-to-ai-agents\u002FREADME.md)          | [Video](https:\u002F\u002Fyoutu.be\u002F3zgm60bXmQk?si=z8QygFvYQv-9WtO1)  | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Exploring AI Agentic Frameworks              | [Link](.\u002F02-explore-agentic-frameworks\u002FREADME.md)  | [Video](https:\u002F\u002Fyoutu.be\u002FODwF-EZo_O8?si=Vawth4hzVaHv-u0H)  | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Understanding AI Agentic Design Patterns     | [Link](.\u002F03-agentic-design-patterns\u002FREADME.md)     | [Video](https:\u002F\u002Fyoutu.be\u002Fm9lM8qqoOEA?si=BIzHwzstTPL8o9GF)  | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Tool Use Design Pattern                      | [Link](.\u002F04-tool-use\u002FREADME.md)                    | [Video](https:\u002F\u002Fyoutu.be\u002FvieRiPRx-gI?si=2z6O2Xu2cu_Jz46N)  | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Agentic RAG                                  | [Link](.\u002F05-agentic-rag\u002FREADME.md)                 | [Video](https:\u002F\u002Fyoutu.be\u002FWcjAARvdL7I?si=gKPWsQpKiIlDH9A3)  | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Building Trustworthy AI Agents               | [Link](.\u002F06-building-trustworthy-agents\u002FREADME.md) | [Video](https:\u002F\u002Fyoutu.be\u002FiZKkMEGBCUQ?si=jZjpiMnGFOE9L8OK ) | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Planning Design Pattern                      | [Link](.\u002F07-planning-design\u002FREADME.md)             | [Video](https:\u002F\u002Fyoutu.be\u002FkPfJ2BrBCMY?si=6SC_iv_E5-mzucnC)  | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Multi-Agent Design Pattern                   | [Link](.\u002F08-multi-agent\u002FREADME.md)                 | [Video](https:\u002F\u002Fyoutu.be\u002FV6HpE9hZEx0?si=rMgDhEu7wXo2uo6g)  | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Metacognition Design Pattern                 | [Link](.\u002F09-metacognition\u002FREADME.md)               | [Video](https:\u002F\u002Fyoutu.be\u002FHis9R6gw6Ec?si=8gck6vvdSNCt6OcF)  | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| AI Agents in Production                      | [Link](.\u002F10-ai-agents-production\u002FREADME.md)        | [Video](https:\u002F\u002Fyoutu.be\u002Fl4TP6IyJxmQ?si=31dnhexRo6yLRJDl)  | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Using Agentic Protocols (MCP, A2A and NLWeb) | [Link](.\u002F11-agentic-protocols\u002FREADME.md)           | [Video](https:\u002F\u002Fyoutu.be\u002FX-Dh9R3Opn8)                                 | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Context Engineering for AI Agents            | [Link](.\u002F12-context-engineering\u002FREADME.md)         | [Video](https:\u002F\u002Fyoutu.be\u002FF5zqRV7gEag)                                 | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n| Managing Agentic Memory                      | [Link](.\u002F13-agent-memory\u002FREADME.md)     |      [Video](https:\u002F\u002Fyoutu.be\u002FQrYbHesIxpw?si=vZkVwKrQ4ieCcIPx)                                                      |                                                                                        |\n| Exploring Microsoft Agent Framework                         | [Link](.\u002F14-microsoft-agent-framework\u002FREADME.md)                            |                                                            |                                                                                        |\n| Building Computer Use Agents (CUA)           | [Link](.\u002F15-browser-use\u002FREADME.md)     |                                                            | [Link](https:\u002F\u002Fdocs.browser-use.com\u002Fexamples\u002Ftemplates\u002Fplaywright-integration)         |\n| Deploying Scalable Agents                    | Coming Soon                            |                                                            |                                                                                        |\n| Creating Local AI Agents                     | Coming Soon                               |                                                            |                                                                                        |\n| Securing AI Agents                           | [Link](.\u002F18-securing-ai-agents\u002FREADME.md)  |                                                            | [Link](https:\u002F\u002Faka.ms\u002Fai-agents-beginners\u002Fcollection?WT.mc_id=academic-105485-koreyst) |\n\n## 🎒 Other Courses\n\nOur team produces other courses! Check out:\n\n\u003C!-- CO-OP TRANSLATOR OTHER COURSES START -->\n### LangChain\n[![LangChain4j for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLangChain4j%20for%20Beginners-22C55E?style=for-the-badge&&labelColor=E5E7EB&color=0553D6)](https:\u002F\u002Faka.ms\u002Flangchain4j-for-beginners)\n[![LangChain.js for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLangChain.js%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https:\u002F\u002Faka.ms\u002Flangchainjs-for-beginners?WT.mc_id=m365-94501-dwahlin)\n[![LangChain for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FLangChain%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=0553D6)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Flangchain-for-beginners?WT.mc_id=m365-94501-dwahlin)\n---\n\n### Azure \u002F Edge \u002F MCP \u002F Agents\n[![AZD for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FAZD%20for%20Beginners-0078D4?style=for-the-badge&labelColor=E5E7EB&color=0078D4)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FAZD-for-beginners?WT.mc_id=academic-105485-koreyst)\n[![Edge AI for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FEdge%20AI%20for%20Beginners-00B8E4?style=for-the-badge&labelColor=E5E7EB&color=00B8E4)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fedgeai-for-beginners?WT.mc_id=academic-105485-koreyst)\n[![MCP for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FMCP%20for%20Beginners-009688?style=for-the-badge&labelColor=E5E7EB&color=009688)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fmcp-for-beginners?WT.mc_id=academic-105485-koreyst)\n[![AI Agents for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FAI%20Agents%20for%20Beginners-00C49A?style=for-the-badge&labelColor=E5E7EB&color=00C49A)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fai-agents-for-beginners?WT.mc_id=academic-105485-koreyst)\n\n---\n \n### Generative AI Series\n[![Generative AI for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGenerative%20AI%20for%20Beginners-8B5CF6?style=for-the-badge&labelColor=E5E7EB&color=8B5CF6)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fgenerative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)\n[![Generative AI (.NET)](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGenerative%20AI%20(.NET)-9333EA?style=for-the-badge&labelColor=E5E7EB&color=9333EA)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FGenerative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)\n[![Generative AI (Java)](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGenerative%20AI%20(Java)-C084FC?style=for-the-badge&labelColor=E5E7EB&color=C084FC)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fgenerative-ai-for-beginners-java?WT.mc_id=academic-105485-koreyst)\n[![Generative AI (JavaScript)](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGenerative%20AI%20(JavaScript)-E879F9?style=for-the-badge&labelColor=E5E7EB&color=E879F9)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fgenerative-ai-with-javascript?WT.mc_id=academic-105485-koreyst)\n\n---\n \n### Core Learning\n[![ML for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FML%20for%20Beginners-22C55E?style=for-the-badge&labelColor=E5E7EB&color=22C55E)](https:\u002F\u002Faka.ms\u002Fml-beginners?WT.mc_id=academic-105485-koreyst)\n[![Data Science for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FData%20Science%20for%20Beginners-84CC16?style=for-the-badge&labelColor=E5E7EB&color=84CC16)](https:\u002F\u002Faka.ms\u002Fdatascience-beginners?WT.mc_id=academic-105485-koreyst)\n[![AI for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FAI%20for%20Beginners-A3E635?style=for-the-badge&labelColor=E5E7EB&color=A3E635)](https:\u002F\u002Faka.ms\u002Fai-beginners?WT.mc_id=academic-105485-koreyst)\n[![Cybersecurity for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FCybersecurity%20for%20Beginners-F97316?style=for-the-badge&labelColor=E5E7EB&color=F97316)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FSecurity-101?WT.mc_id=academic-96948-sayoung)\n[![Web Dev for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FWeb%20Dev%20for%20Beginners-EC4899?style=for-the-badge&labelColor=E5E7EB&color=EC4899)](https:\u002F\u002Faka.ms\u002Fwebdev-beginners?WT.mc_id=academic-105485-koreyst)\n[![IoT for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FIoT%20for%20Beginners-14B8A6?style=for-the-badge&labelColor=E5E7EB&color=14B8A6)](https:\u002F\u002Faka.ms\u002Fiot-beginners?WT.mc_id=academic-105485-koreyst)\n[![XR Development for Beginners](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FXR%20Development%20for%20Beginners-38BDF8?style=for-the-badge&labelColor=E5E7EB&color=38BDF8)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fxr-development-for-beginners?WT.mc_id=academic-105485-koreyst)\n\n---\n \n### Copilot Series\n[![Copilot for AI Paired Programming](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FCopilot%20for%20AI%20Paired%20Programming-FACC15?style=for-the-badge&labelColor=E5E7EB&color=FACC15)](https:\u002F\u002Faka.ms\u002FGitHubCopilotAI?WT.mc_id=academic-105485-koreyst)\n[![Copilot for C#\u002F.NET](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FCopilot%20for%20C%23\u002F.NET-FBBF24?style=for-the-badge&labelColor=E5E7EB&color=FBBF24)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fmastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst)\n[![Copilot Adventure](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FCopilot%20Adventure-FDE68A?style=for-the-badge&labelColor=E5E7EB&color=FDE68A)](https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002FCopilotAdventures?WT.mc_id=academic-105485-koreyst)\n\u003C!-- CO-OP TRANSLATOR OTHER COURSES END -->\n\n## 🌟 Community Thanks\n\nThanks to [Shivam Goyal](https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fshivam2003\u002F) for contributing important code samples demonstrating Agentic RAG. \n\n## Contributing\n\nThis project welcomes contributions and suggestions.  Most contributions require you to agree to a\nContributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us\nthe rights to use your contribution. For details, visit \u003Chttps:\u002F\u002Fcla.opensource.microsoft.com>.\n\nWhen you submit a pull request, a CLA bot will automatically determine whether you need to provide\na CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions\nprovided by the bot. You will only need to do this once across all repos using our CLA.\n\nThis project has adopted the [Microsoft Open Source Code of Conduct](https:\u002F\u002Fopensource.microsoft.com\u002Fcodeofconduct\u002F).\nFor more information see the [Code of Conduct FAQ](https:\u002F\u002Fopensource.microsoft.com\u002Fcodeofconduct\u002Ffaq\u002F) or\ncontact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments.\n\n## Trademarks\n\nThis project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft\ntrademarks or logos is subject to and must follow\n[Microsoft's Trademark & Brand Guidelines](https:\u002F\u002Fwww.microsoft.com\u002Flegal\u002Fintellectualproperty\u002Ftrademarks\u002Fusage\u002Fgeneral).\nUse of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.\nAny use of third-party trademarks or logos is subject to those third-parties' policies.\n\n## Getting Help\n\n\nIf you get stuck or have any questions about building AI apps, join:\n\n[![Microsoft Foundry Discord](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FDiscord-Azure_AI_Foundry_Community_Discord-blue?style=for-the-badge&logo=discord&color=5865f2&logoColor=fff)](https:\u002F\u002Faka.ms\u002Ffoundry\u002Fdiscord)\n\nIf you have product feedback or errors while building visit:\n\n[![Microsoft Foundry Developer Forum](https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FGitHub-Azure_AI_Foundry_Developer_Forum-blue?style=for-the-badge&logo=github&color=000000&logoColor=fff)](https:\u002F\u002Faka.ms\u002Ffoundry\u002Fforum)\n","microsoft\u002Fai-agents-for-beginners 是一个旨在帮助初学者入门构建 AI 代理的课程项目。该项目通过12个循序渐进的教程，利用Jupyter Notebook作为主要的教学工具，介绍了如何使用生成式AI技术和框架（如Semantic Kernel）来创建智能代理。每个课程都设计得易于理解且实用性强，不仅涵盖了基础理论知识，还包括了实际动手操作部分，非常适合希望快速上手AI代理开发的学习者、软件工程师以及对人工智能感兴趣的任何人。此外，该课程支持多种语言版本，便于全球范围内不同背景的用户学习。",2,"2026-06-11 02:37:01","top_all"]