@misc{agents-course,
author = {Burtenshaw, Ben and Thomas, Joffrey and Simonini, Thomas and Paniego, Sergio},
title = {The Hugging Face Agents Course},
year = {2025},
howpublished = {\url{https://github.com/huggingface/agents-course}},
note = {GitHub repository},
}TheHuggingFaceAgentsCourse
- ユーザー:
- 最終更新: 2025/07/04
- 読み取り時間: 02:38
GitHub上のドキュメントをスライド化しています
https://github.com/huggingface/agents-course/master/README.mdを参照しています。
If you like the course, don’t hesitate to ⭐ star this repository. This helps us to make the course more visible 🤗.
Content
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
0
Welcome, guidelines, necessary tools, and course overview.
1
Definition of agents, LLMs, model family tree, and special tokens.
1 Bonus
Fine-tuning an LLM for Function-calling
Learn how to fine-tune an LLM for Function-Calling
2
Overview of smolagents, LangGraph and LlamaIndex.
2.1
Learn how to build effective agents using the smolagents library, a lightweight framework for creating capable AI agents.
2.2
Learn how to build LLM-powered agents over your data using indexes and workflows using the LlamaIndex toolkit.
2.3
Learn how to build production-ready applications using the LangGraph framework giving you control tools over the flow of your agent.
2 Bonus
Learn how to trace and evaluate your agents.
3
Learn how to use Agentic RAG to help agents respond to different use cases using various frameworks.
4
Final Project - Create, Test and Certify Your Agent
Automated evaluation of agents and leaderboard with student results.
3 Bonus
Explore the exciting intersection of AI Agents and games.
Prerequisites
-
Basic knowledge of Python
-
Basic knowledge of LLMs
Contribution Guidelines
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:
Small typo and grammar fixes
If you find a small typo or grammar mistake, please fix it yourself and submit a pull request. This is very helpful for students.
New unit
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.
Citing the project
To cite this repository in publications:
