HuggingFace Smolagents

Build code-writing agents with HuggingFace Smolagents. Master CodeAgent vs ToolCallingAgent, the code-as-action paradigm, and integration with HF models and tools.

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6

Lessons

💻

Code Examples

✅

Production-Ready

100%

Free

Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

Smolagents Intro

Beginner

CodeAgent: Code as Action

Intermediate

ToolCallingAgent

Intermediate

Custom Tools

Intermediate

Choosing Models for Smolagents

Intermediate

Sandboxed Code Execution

Advanced