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AI Agents for Beginners - A Course

Generative AI For Beginners

10 Lessons teaching everything you need to know to start building AI Agents

GitHub license GitHub contributors GitHub issues GitHub pull-requests PRs Welcome

GitHub watchers GitHub forks GitHub stars

Azure AI Discord

🌐 Multi-Language Support

Language Code Link to Translated README Last Updated
Chinese (Simplified) zh Chinese Translation 2025-02-13
Chinese (Traditional) tw Chinese Translation 2025-02-13
Chinese (Hong Kong) hk Chinese (Hong Kong) Translation 2025-02-13
French fr French Translation 2025-02-13
Japanese ja Japanese Translation 2025-02-13
Korean ko Korean Translation 2025-02-13
Portuguese pt Portuguese Translation 2025-02-13
Spanish es Spanish Translation 2025-02-13
German de German Translation 2025-02-13

🌱 Getting Started

This course has 10 lessons covering the fundamentals of building AI Agents. Each lesson covers its own topic so start wherever you like!

If this is your first time building with Generative AI models. Check out our Generative AI For Beginners course that has 21 lessons on building with GenAI.

To run the code of this course

This course has code examples on each lesson that has a code_samples folder. You can fork this repo to create a your own copy.

The code uses these service for Models:

This course also uses these AI Agent frameworks and services:

For more information on running the code for this course, go to the Course Setup.

Don't forget to star (🌟) this repo and fork this repo to run the code.

🙏 Want to help?

Do you have suggestions or found spelling or code errors? Raise an issue or Create a pull request

If you get stuck or have any questions about bulding AI Agents, join our Azure AI Community Discord.

📂 Each lesson includes

  • A written lesson located in the README (Videos Coming March 2025)
  • Python code samples supporting Azure AI Foundry and Github Models (Free)
  • Links to extra resources to continue your learning

🗃️ Lessons

Lesson Link
Intro to AI Agents and Use Cases Link
Exploring Agentic Frameworks Link
Understanding Agentic Design Patterns Link
Tool Use Design Pattern Link
Agentic RAG Link
Building Trustworty AI Agents Link
Planning Design Pattern Link
Multi-Agent Design Pattern Link
Metacognition Design Pattern Link
AI Agents in Production Link

🎒 Other Courses

Our team produces other courses! Check out:

Contributing

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.

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.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

Trademarks

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. 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 are subject to those third-party's policies.

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