smolagents

Small library, big possibilities. Let agents solve tasks by writing and executing code with Hugging Face’s toolkit.

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Lightweight code-based agents

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Keep connecting the dots

Bring type safety to your agent stack. Build Python agents with structured outputs and a familiar developer experience.

v2.44.0 (2026-09-16) Sep 17

A code-first toolkit for building, evaluating, and deploying agents, from a single task to a multi-agent system.

v2.9.1 Sep 15

Build production agent workflows with tools, handoffs, guardrails, sessions, and tracing in a compact Python toolkit.

v0.22.3 Sep 17