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Agents Course on Hugging Face Learn

This interactive, certified course will guide you through building and deploying your own AI Agents.

📝 Register here for the course

📖 Check out the course material here

Course Syllabus

Here is the general syllabus for the course. With each unit a more detailed list of topics will be released.

Chapter Topic Description
0 Onboarding Set you up with the tools and platforms that you will use.
1 Agent Fundamentals Explain Tools, Thoughts, Actions, Observations, and their formats. Explain LLMs, messages, special tokens and chat-template. Show a simple use case in generic python functions.
2 Frameworks Understand how the fundamentals are implemented in popular libraries : smolagents, LangGraph, LLamaIndex
3 Use Cases Let’s build some real life use cases ( open to PRs 🤗 from experienced Agent builders )
4 Final Assignment Build an agent for a selected benchmark (GAIA)

Units contain: live session, written material, and interactive quiz.

Prerequisites

  • Python programming
  • LLM prompting
  • A Hugging Face account ( free ) : Register here

Community

If you would like to study, contribute to, or discuss the agents course then join the Hugging Face Discord.