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The Hugging Face Agents Course

Content

The course is divided into 5 units. That will take you from the basics of agents to a final assignment with a benchmark.

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Unit Topic Description
0 0_onboarding Welcome, guidelines, necessary tools, and course overview.
1 1_introduction_to_concepts Definition of agents, LLMs, model family tree, and special tokens.
2 2_frameworks Overview of Smolagents, LangChain, LangGraph, and LlamaIndex.
3 3_use_cases SQL, code, retrieval, and on-device agents using various frameworks.
4 4_final_assignment_with_benchmark Automated evaluation of agents and leaderboard with student results.

Prerequisites

  • Basic knowledge of Python
  • Basic knowledge of LLMs

Contribution Guidelines

If you want to contribute to this course, you're welcome to do so. Feel free to open an issue or join the discussion in the Discord. For specific contributions, here are some guidelines:

Small typo and grammar fixes

If you find a small typo or grammar mistake, please fix it yourself and submit a pull request. This is very helpful for the students.

New unit

If you want to add a new unit, please create an issue in the repository, describe the unit, and why it should be added. We will discuss it and if it's a good addition, we can collaborate on it.

Work on existing units

We are actively working on the units and if you want to join us, we will need to find a place in the workflow. Here's an overview of where we are open to collaboration:

Unit Status Contributions
0 Complete Bug fixes and improvements only
1 🚧 In Progress Work is underway, no need for help with content
2 🚧 In Progress If you're a contributor to a framework, we're open to contributions and reviews
3 🗓️ Planned If you're experienced with agents, we're open to help with use cases
4 🚧 In Progress Work is underway, no need for help with integration

If in doubt, join the discussion in the Discord.

Description
This repository contains the Hugging Face Agents Course.
Readme Apache-2.0 30 MiB
Languages
Jupyter Notebook 99.8%
Python 0.2%