{"id":25371024,"url":"https://github.com/microsoft/ai-agents-for-beginners","last_synced_at":"2025-05-13T21:02:44.570Z","repository":{"id":277512818,"uuid":"895508656","full_name":"microsoft/ai-agents-for-beginners","owner":"microsoft","description":"10 Lessons to Get Started Building AI Agents","archived":false,"fork":false,"pushed_at":"2025-05-05T20:43:32.000Z","size":582470,"stargazers_count":19325,"open_issues_count":14,"forks_count":4896,"subscribers_count":207,"default_branch":"main","last_synced_at":"2025-05-06T20:19:16.247Z","etag":null,"topics":["agentic-ai","agentic-framework","agentic-rag","ai-agents","ai-agents-framework","autogen","generative-ai","semantic-kernel"],"latest_commit_sha":null,"homepage":"https://microsoft.github.io/ai-agents-for-beginners/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/microsoft.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":"SUPPORT.md","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-11-28T10:42:52.000Z","updated_at":"2025-05-06T20:07:23.000Z","dependencies_parsed_at":"2025-05-06T02:18:31.301Z","dependency_job_id":null,"html_url":"https://github.com/microsoft/ai-agents-for-beginners","commit_stats":null,"previous_names":["microsoft/ai-agents-for-beginners"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Fai-agents-for-beginners","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Fai-agents-for-beginners/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Fai-agents-for-beginners/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/microsoft%2Fai-agents-for-beginners/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/microsoft","download_url":"https://codeload.github.com/microsoft/ai-agents-for-beginners/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254027373,"owners_count":22002049,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agentic-ai","agentic-framework","agentic-rag","ai-agents","ai-agents-framework","autogen","generative-ai","semantic-kernel"],"created_at":"2025-02-15T02:21:06.510Z","updated_at":"2025-05-13T21:02:39.552Z","avatar_url":"https://github.com/microsoft.png","language":"Jupyter Notebook","funding_links":[],"categories":["AI Agent Frameworks","Don't forget to give a :star: to make the project popular","Jupyter Notebook","others","Image Generation \u0026 Editing","A01_文本生成_文本对话","Repos","教程资源","Domain-Specific AI Agents","Foundational Courses","AI应用","AI","Learning Resources \u0026 Workshops","🧠 AI Applications \u0026 Platforms","📚 Learning Resources","Tutorials \u0026 Courses","🤖 AI \u0026 Machine Learning","Learning Resources"],"sub_categories":["General Agent Frameworks","大语言对话模型及数据","Educational \u0026 Learning Agents","Other","Resources","Guides \u0026 Tutorials","Agent Training","Tutorials \u0026 Courses"],"readme":"# AI Agents for Beginners - A Course\n\n![Generative AI For Beginners](./images/repo-thumbnail.png)\n\n## 10 Lessons teaching everything you need to know to start building AI Agents\n\n[![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)\n[![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)\n[![GitHub issues](https://img.shields.io/github/issues/microsoft/ai-agents-for-beginners.svg)](https://GitHub.com/microsoft/ai-agents-for-beginners/issues/?WT.mc_id=academic-105485-koreyst)\n[![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)\n[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com?WT.mc_id=academic-105485-koreyst)\n\n### Language Support\n[![English](https://img.shields.io/badge/English-brightgreen.svg?style=flat-square)](Readme.md)\n[![Chinese Simplified](https://img.shields.io/badge/Chinese_Simplified-brightgreen.svg?style=flat-square)](./translations/zh/README.md)\n[![Chinese Traditional](https://img.shields.io/badge/Chinese_Traditional-brightgreen.svg?style=flat-square)](./translations/tw/README.md)     \n[![Chinese Hong Kong](https://img.shields.io/badge/Chinese_Hong_Kong-brightgreen.svg?style=flat-square)](./translations/hk/README.md) \n[![French](https://img.shields.io/badge/French-brightgreen.svg?style=flat-square)](./translations/fr/README.md)\n[![Japanese](https://img.shields.io/badge/Japanese-brightgreen.svg?style=flat-square)](./translations/ja/README.md) \n[![Korean](https://img.shields.io/badge/Korean-brightgreen.svg?style=flat-square)](./translations/ko/README.md)\n[![Portuguese Brazilian](https://img.shields.io/badge/Portuguese_Brazilian-brightgreen.svg?style=flat-square)](./translations/pt/README.md)\n[![Spanish](https://img.shields.io/badge/Spanish-brightgreen.svg?style=flat-square)](./translations/es/README.md)\n[![German](https://img.shields.io/badge/German-brightgreen.svg?style=flat-square)](./translations/de/README.md)  \n\n[![GitHub watchers](https://img.shields.io/github/watchers/microsoft/ai-agents-for-beginners.svg?style=social\u0026label=Watch)](https://GitHub.com/microsoft/ai-agents-for-beginners/watchers/?WT.mc_id=academic-105485-koreyst)\n[![GitHub forks](https://img.shields.io/github/forks/microsoft/ai-agents-for-beginners.svg?style=social\u0026label=Fork)](https://GitHub.com/microsoft/ai-agents-for-beginners/network/?WT.mc_id=academic-105485-koreyst)\n[![GitHub stars](https://img.shields.io/github/stars/microsoft/ai-agents-for-beginners.svg?style=social\u0026label=Star)](https://GitHub.com/microsoft/ai-agents-for-beginners/stargazers/?WT.mc_id=academic-105485-koreyst)\n\n[![Azure AI Discord](https://dcbadge.limes.pink/api/server/kzRShWzttr)](https://discord.gg/kzRShWzttr)\n\n\n## 🌱 Getting Started\n\nThis course has 10 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://aka.ms/genai-beginners) course, which includes 21 lessons on building with GenAI.\n\nDon'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.\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://github.com/microsoft/ai-agents-for-beginners/fork) to create your own copy.  \n\nThe code example in these exercises, utilize Azure AI Foundry and GitHub Model Catalogs for interacting with Language Models:\n\n- [Github Models](https://aka.ms/ai-agents-beginners/github-models) - Free / Limited\n- [Azure AI Foundry](https://aka.ms/ai-agents-beginners/ai-foundry) - Azure Account Required\n\nThis course also uses the following AI Agent frameworks and services from Microsoft:\n\n- [Azure AI Agent Service](https://aka.ms/ai-agents-beginners/ai-agent-service)\n- [Semantic Kernel](https://aka.ms/ai-agents-beginners/semantic-kernel)\n- [AutoGen](https://aka.ms/ai-agents/autogen)\n\nFor more information on running the code for this course, go to the [Course Setup](./00-course-setup/README.md).\n\n## 🙏 Want to help?\n\nDo 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)\n\nIf you get stuck or have any questions about building AI Agents, join our [Azure AI Community Discord](https://discord.gg/kzRShWzttr).\n\n## 📂 Each lesson includes\n\n- A written lesson located in the README (Videos Coming March 2025)\n- Python code samples supporting Azure AI Foundry and Github Models (Free)\n- Links to extra resources to continue your learning\n\n\n## 🗃️ Lessons\n\n| **Lesson**                            | **Link**                                   | \n|----------------------------------------|--------------------------------------------|\n| Intro to AI Agents and Use Cases       | [Link](./01-intro-to-ai-agents/README.md)          |\n| Exploring Agentic Frameworks           | [Link](./02-explore-agentic-frameworks/README.md)  |\n| Understanding Agentic Design Patterns  | [Link](./03-agentic-design-patterns/README.md)  |\n| Tool Use Design Pattern                | [Link](./04-tool-use/README.md)                    |\n| Agentic RAG                            | [Link](./05-agentic-rag/README.md)                 |\n| Building Trustworthy AI Agents          | [Link](./06-building-trustworthy-agents/README.md) |\n| Planning Design Pattern                | [Link](./07-planning-design/README.md)             |\n| Multi-Agent Design Pattern             | [Link](./08-multi-agent/README.md)                 |\n| Metacognition Design Pattern           | [Link](./09-metacognition/README.md)               |\n| AI Agents in Production                | [Link](./10-ai-agents-production/README.md)        |\n\n## 🌐 Multi-Language Support\n\n| Language             | Code | Link to Translated README                               | Last Updated |\n|----------------------|------|---------------------------------------------------------|--------------|\n| Chinese (Simplified) | zh   | [Chinese Translation](./translations/zh/README.md)      | 2025-02-13   |\n| Chinese (Traditional)| tw   | [Chinese Translation](./translations/tw/README.md)      | 2025-02-13   |\n| Chinese (Hong Kong)  | hk   | [Chinese (Hong Kong) Translation](./translations/hk/README.md) | 2025-02-13   |\n| French               | fr   | [French Translation](./translations/fr/README.md)       | 2025-02-13   |\n| Japanese             | ja   | [Japanese Translation](./translations/ja/README.md)     | 2025-02-13   |\n| Korean               | ko   | [Korean Translation](./translations/ko/README.md)       | 2025-02-13   |\n| Portuguese           | pt   | [Portuguese Translation](./translations/pt/README.md)   | 2025-02-13   |\n| Spanish              | es   | [Spanish Translation](./translations/es/README.md)      | 2025-02-13   |\n| German               | de   | [German Translation](./translations/de/README.md)       | 2025-02-13   |\n\n## 🎒 Other Courses\n\nOur team produces other courses! Check out:\n\n- [**NEW** Generative AI for Beginners using .NET](https://github.com/microsoft/Generative-AI-for-beginners-dotnet?WT.mc_id=academic-105485-koreyst)\n- [Generative AI for Beginners](https://github.com/microsoft/generative-ai-for-beginners?WT.mc_id=academic-105485-koreyst)\n- [ML for Beginners](https://aka.ms/ml-beginners?WT.mc_id=academic-105485-koreyst)\n- [Data Science for Beginners](https://aka.ms/datascience-beginners?WT.mc_id=academic-105485-koreyst)\n- [AI for Beginners](https://aka.ms/ai-beginners?WT.mc_id=academic-105485-koreyst)\n- [Cybersecurity for Beginners](https://github.com/microsoft/Security-101??WT.mc_id=academic-96948-sayoung)\n- [Web Dev for Beginners](https://aka.ms/webdev-beginners?WT.mc_id=academic-105485-koreyst)\n- [IoT for Beginners](https://aka.ms/iot-beginners?WT.mc_id=academic-105485-koreyst)\n- [XR Development for Beginners](https://github.com/microsoft/xr-development-for-beginners?WT.mc_id=academic-105485-koreyst)\n- [Mastering GitHub Copilot for AI Paired Programming](https://aka.ms/GitHubCopilotAI?WT.mc_id=academic-105485-koreyst)\n- [Mastering GitHub Copilot for C#/.NET Developers](https://github.com/microsoft/mastering-github-copilot-for-dotnet-csharp-developers?WT.mc_id=academic-105485-koreyst)\n- [Choose Your Own Copilot Adventure](https://github.com/microsoft/CopilotAdventures?WT.mc_id=academic-105485-koreyst)\n\n## 🌟 Community Thanks\n\nThanks to [Shivam Goyal](https://www.linkedin.com/in/shivam2003/) 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://cla.opensource.microsoft.com\u003e.\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://opensource.microsoft.com/codeofconduct/).\nFor more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) 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 \u0026 Brand Guidelines](https://www.microsoft.com/legal/intellectualproperty/trademarks/usage/general).\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","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicrosoft%2Fai-agents-for-beginners","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmicrosoft%2Fai-agents-for-beginners","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicrosoft%2Fai-agents-for-beginners/lists"}