Online Course
27.8k 2026-04-13
huggingface/agents-course
A comprehensive online course from Hugging Face designed to teach the fundamentals and advanced concepts of building AI agents using LLMs and popular frameworks.
Core Features
Covers AI agent basics, LLMs, and model family trees.
Explores leading AI agent frameworks like smolagents, LangGraph, and LlamaIndex.
Includes practical units on fine-tuning LLMs for function-calling and Agentic RAG.
Features a final project with automated evaluation and a leaderboard.
Addresses observability and evaluation techniques for AI agents.
Detailed Introduction
The Hugging Face Agents Course is a free, in-depth educational resource guiding learners from the foundational understanding of AI agents and Large Language Models (LLMs) to practical application. It delves into various agent frameworks, offering hands-on experience in building, fine-tuning, and evaluating AI agents. The course culminates in a final project, providing a benchmark for student-created agents. It's ideal for developers and researchers looking to master the rapidly evolving field of AI agents.