Agents Course

Unit 0. Welcome to the course

Live 1. How the course works and Q&A

Unit 1. Introduction to Agents

Unit 2. Frameworks for AI Agents

Unit 2.1 The smolagents framework

Unit 2.2 The LlamaIndex framework

Unit 2.3 The LangGraph framework

Unit 3. Use Case for Agentic RAG

Unit 4. Final Project - Create, Test, and Certify Your Agent

Bonus Unit 1. Fine-tuning an LLM for Function-calling

Bonus Unit 2. Agent Observability and Evaluation

Bonus Unit 3. Agents in Games with Pokemon

Join the Hugging Face community

and get access to the augmented documentation experience

Collaborate on models, datasets and Spaces

Faster examples with accelerated inference

Switch between documentation themes

to get started

Claim Your Certificate 🎓

If you scored above 30%, congratulations! 👏 You’re now eligible to claim your official certificate.

Follow the steps below to receive it:

Visit the certificate page.
Sign in with your Hugging Face account using the button provided.
Enter your full name. This is the name that will appear on your certificate.
Click “Get My Certificate” to verify your score and download your certificate.

Once you’ve got your certificate, feel free to:

Don’t forget to tag @huggingface. We’d be super proud and we’d love to cheer you on! 🤗

If you have any issues with submission please open a discussion item on The certification community tab.