🛠️Build Code-Writing AI Agents With smolagents
TL;DR
Hugging Face's free Agents Course shows how to build agents with smolagents, an open-source Python library where CodeAgent writes its actions as executable code instead of JSON tool calls. The approach makes tool composition natural and runs in a few lines.
Hugging Face's free Agents Course shows how to build agents with smolagents, an open-source Python library where CodeAgent writes its actions as executable code instead of JSON tool calls. The approach makes tool composition natural and runs in a few lines.
Key Points
smolagents is an open-source Python library for building and running agents in a few lines
CodeAgent writes actions as Python code rather than structured JSON calls
Code-based actions improve composability across tools and computation
The unit is part of Hugging Face's free, beginner-to-advanced Agents Course
The course also covers LlamaIndex and LangGraph for comparison
Why It Matters
Code-as-action agents are a distinct design point from JSON tool calling, and this is a hands-on path to ship one without a heavyweight framework.
Quick Facts
Frequently Asked Questions
Why does this matter?
Code-as-action agents are a distinct design point from JSON tool calling, and this is a hands-on path to ship one without a heavyweight framework.
What happened?
Hugging Face's free Agents Course shows how to build agents with smolagents, an open-source Python library where CodeAgent writes its actions as executable code instead of JSON tool calls. The approach makes tool composition natural and runs in a few lines.
Comments
Be the first to comment
Enjoyed this article?
Get it daily. 7am. Free. Reads in 5 minutes.
Join 1,960 builders reading daily.