Description
The Hugging Face Agents Course is an interactive and certified learning program designed to guide participants through the process of building and deploying AI Agents. Hosted on the Hugging Face platform, this course is part of the broader AI community's efforts to build the future of artificial intelligence. The course begins with an onboarding chapter that sets participants up with the necessary tools and platforms. Following this, the course delves into agent fundamentals, explaining concepts such as tools, thoughts, actions, observations, and their formats. Participants will also learn about large language models (LLMs), messages, special tokens, and chat templates, with practical examples provided in Python.
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The course progresses to cover frameworks, helping learners understand how these fundamentals are implemented in popular libraries such as smolagents, LangGraph, and LLamaIndex. Real-life use cases are explored, allowing participants to build practical applications, with opportunities for experienced agent builders to contribute through pull requests. The course concludes with a final assignment where participants build an agent for a selected benchmark, GAIA.
Each unit of the course includes live sessions, written materials, and interactive quizzes to reinforce learning. Prerequisites for the course include Python programming skills, LLM prompting knowledge, and a free Hugging Face account. The course also offers a community aspect, encouraging learners to join the Hugging Face Discord to study, contribute, or discuss the course material.
- CategoryCorporate Training & E-Learning
- Pricing ModelFree
Hugging Face Agents Course's Core Features
Interactive and certified course
Covers agent fundamentals and frameworks
Includes real-life use cases
Final assignment with GAIA benchmark
Live sessions and written materials
Interactive quizzes
Requires Python programming skills
Community support via Discord
How to use Hugging Face Agents Course?
Register: Sign up for the course on Hugging Face
Onboard: Set up tools and platforms
Learn: Study agent fundamentals and frameworks
Apply: Build real-life use cases and complete assignments
Hugging Face Agents Course's Use Cases
- Agent Fundamentals
- Frameworks
- Real-life Use Cases
- Final Assignment
- Community Engagement
