Educational Course
28.2k 2026-04-26
huggingface/agents-course
A comprehensive, free online course from Hugging Face designed to teach the fundamentals and advanced techniques of building AI agents.
Core Features
Covers basics of AI agents, LLMs, and model family trees.
Includes fine-tuning LLMs for function-calling.
Explores popular AI agent frameworks like smolagents, LangGraph, and LlamaIndex.
Teaches observability, evaluation, and Agentic RAG techniques.
Culminates in a final project for agent creation, testing, and certification.
Detailed Introduction
The Hugging Face Agents Course is a free, in-depth educational program aimed at equipping learners with the skills to develop, evaluate, and deploy AI agents. It guides participants from foundational concepts of LLMs and agents to practical applications using leading frameworks such as smolagents, LangGraph, and LlamaIndex. The curriculum also covers advanced topics like fine-tuning for function-calling, agentic RAG, and robust evaluation methodologies, concluding with a hands-on final project. This course is ideal for developers seeking to master the rapidly evolving field of AI agents.