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The course is divided into 5 units. That 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
| Unit | Topic | Description |
|---|---|---|
| 0 | Welcome to the Course | Welcome, guidelines, necessary tools, and course overview. |
| 1 | Introduction to Agents | Definition of agents, LLMs, model family tree, and special tokens. |
| 2 | 2_frameworks | Overview of smolagents, LangChain, LangGraph, and LlamaIndex. |
| 3 | 3_use_cases | SQL, code, retrieval, and on-device agents using various frameworks. |
| 4 | 4_final_assignment_with_benchmark | Automated evaluation of agents and leaderboard with student results. |
- Basic knowledge of Python
- Basic knowledge of LLMs
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:
If you find a small typo or grammar mistake, please fix it yourself and submit a pull request. This is very helpful for the students.
If you want to add a new unit, please create an issue in the repository, describe the unit, and why it should be added. We will discuss it and if it's a good addition, we can collaborate on it.
We are actively working on the units and if you want to join us, we will need to find a place in the workflow. Here's an overview of where we are open to collaboration:
| Unit | Status | Contributions |
|---|---|---|
| 0 | ✅ Complete | Bug fixes and improvements only |
| 1 | 🚧 In Progress | Work is underway, no need for help with content |
| 2 | 🚧 In Progress | If you're a contributor to a framework, we're open to contributions and reviews |
| 3 | 🗓️ Planned | If you're experienced with agents, we're open to help with use cases |
| 4 | 🚧 In Progress | Work is underway, no need for help with integration |
If in doubt, join the discussion in the Discord.
To cite this repository in publications:
@misc{agents-course,
author = {Burtenshaw, Ben and Thomas, Joffrey and Simonini, Thomas},
title = {The Hugging Face Agents Course},
year = {2025},
howpublished = {\url{https://github.com/huggingface/agents-course}},
note = {GitHub repository},
}