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HF · AgentsCurated

Simple agents that write actions as code

Summary

smolagents reduces agent logic to small, comprehensible components and lets models control tools through generated code. The approach favours readability over extensive orchestration frameworks. smolagents supports code agents and classic tool calls.

Ideas

  • Code can express several tool steps more compactly than repeated structured calls.
  • Small agent frameworks make it easier to check the actual control flow.

Insights

  • Agents only become manageable when tools, permissions and state transitions are visibly limited.

Facts

  • The library integrates models and tools from different sources.

Critique

  • A small framework does not reduce the risks of autonomously generated actions.

Recommendations

  • Run generated code in a tightly restricted sandbox with logged permissions.

References

Read the original article on Hugging Face

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