Welcome To The Final Unit Hugging Face Agents Course

Leo Migdal

-Nov 18, 2025, 10:10 AM

welcome to the final unit hugging face agents course

and get access to the augmented documentation experience Welcome to the final unit of the course! 🎉 So far, you’ve built a strong foundation in AI Agents, from understanding their components to creating your own. With this knowledge, you’re now ready to build powerful agents and stay up-to-date with the latest advancements in this fast-evolving field. This unit is all about applying what you’ve learned.

It’s your final hands-on project, and completing it is your ticket to earning the course certificate. You’ll create your own agent and evaluate its performance using a subset of the GAIA benchmark. If you like the course, don't hesitate to ⭐ star this repository. This helps us to make the course more visible 🤗. The course is divided into 4 units. These will take you from the basics of agents to a final assignment with a benchmark.

Sign up here (it's free) 👉 https://bit.ly/hf-learn-agents You can access the course here 👉 https://hf.co/learn/agents-course If you want to contribute to this course, you're welcome to do so. Feel free to open an issue or join the discussion in the Discord. For specific contributions, here are some guidelines: and get access to the augmented documentation experience

Welcome to the most exciting topic in AI today: Agents! This free course will take you on a journey, from beginner to expert, in understanding, using and building AI agents. At the end of this course, you’ll understand how Agents work and how to build your own Agents using the latest libraries and tools. (We are respectful of your privacy. We collect your email address to be able to send you the links when each Unit is published and give you information about the challenges and updates). There was an error while loading.

Please reload this page. and get access to the augmented documentation experience Now that you’re ready to dive deeper into the creation of your final agent, let’s see how you can submit it for review. The Dataset used in this leaderboard consist of 20 questions extracted from the level 1 questions of the validation set from GAIA. The chosen question were filtered based on the number of tools and steps needed to answer a question. Based on the current look of the GAIA benchmark, we think that getting you to try to aim for 30% on level 1 question is a fair test.

I took the HF AI agent course between February and May, here are my takeaways. I have completed the Hugging Face AI Agents Course. The subtitle was promising: “This free course will take you on a journey, from beginner to expert, in understanding, using, and building AI agents.” The course was announced and began delivering the first modules... TL;DR: Even though the course materials are interesting, you won’t become an expert simply by completing the four units, even if you go through all the bonus material. Nevertheless, even if not in-depth, comprehensive, or consistently challenging, the information presented in the course is valuable, especially if you already use some Gen AI API but have never tried an AI Agents framework. The course is very practical, and you do build AI agents along the way.

For me, the bonus modules and the final project, required for earning certification, were the most enjoyable, demanding, and valuable parts of this course. More on the final unit later. In addition, there is bonus material that I believe should be completed, as it addresses real project needs: Welcome to the most exciting topic in AI today: Agents! This free course will take you on a journey, from beginner to expert, in understanding, using and building AI agents. At the end of this course you'll understand how Agents work and how to build your own Agents using the latest libraries and tools.

(We are respectful of your privacy. We collect your email address to be able to send you the links when each Unit is published and give you information about the challenges and updates). This course is a living project, evolving with your feedback and contributions! Feel free to open issues and PRs in GitHub, and engage in discussions in our Discord server. and get access to the augmented documentation experience Congratulations on finishing the Agents Course!

Through perseverance and dedication, you’ve built a solid foundation in the world of AI Agents. But finishing this course is not the end of your journey. It’s just the beginning: don’t hesitate to explore the next section where we share curated resources to help you continue learning, including advanced topics like MCPs and beyond. Thank you for being part of this course. We hope you liked this course as much as we loved writing it.

Welcome To The Final Unit Hugging Face Agents Course

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