Welcome to my personal repository for the Hugging Face AI Agents Course!
This repo contains my notes, code, solutions, experiments, and additional resources as I work through the course β from fundamentals to advanced agent building.
The Hugging Face AI Agents Course covers:
- Agent fundamentals (tools, thoughts, actions, observations)
- Hands-on work with agent frameworks:
smolagentsLlamaIndexLangGraph
- Real-world use cases and agentic RAG (retrieval-augmented generation)
- Final project and optional bonus units:
- Fine-tuning LLMs for function calling
- Agent observability & evaluation
- Agents in games (e.g., PokΓ©mon battles!)
You can find the official course here:
π Hugging Face AI Agents Course
/notes/ β My written summaries and insights per unit
/code/ β Code samples, experiments, and assignments
/projects/ β Final project and custom agents
/resources/ β Extra reading, papers, useful links
- Python
- Hugging Face Transformers
- smolagents
- LlamaIndex
- LangGraph
- Jupyter Notebooks / Colab
- Master foundational concepts of AI agents
- Build and deploy working agents
- Complete the certification track (deadline: July 1, 2025)
- Share learnings and useful implementations with the community