
HuggingFace Agent
Build and run agents in a few lines of code
Quick Answer
smolagents is an open-source Python library from Hugging Face for building and running agents in just a few lines of code. Its CodeAgent writes actions in code, while ToolCallingAgent supports JSON/text-based tool-calling. It is model-agnostic, can execute code in sandboxes via Modal, Blaxel, E2B or Docker, and shares agents and tools on the Hub.
Hugging Face's agent framework is smolagents, an open-source Python library for building and running agents in a few lines of code. Its CodeAgent writes actions as code executed in a sandbox, alongside ToolCallingAgent for JSON tool calling. It is model-agnostic across Hub Inference providers, OpenAI, Anthropic, LiteLLM, Transformers and Ollama, and agents and tools can be shared on the Hub.
smolagents gives first-class support to code agents: CodeAgent writes its actions in code, which can run sandboxed via Modal, Blaxel, E2B or Docker. Agents and tools can be shared to and loaded from the Hugging Face Hub as Gradio Spaces.
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Dimension Scores
· 6.5 avgHow good it is, across universal quality axes
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· 5.3 avgWhat it can do, per category it works in · showing 7 of 10 tasks scoring 5+
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Confidence: High
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Who It's For4 rolesSoftware DevelopersComputer ProgrammersWeb Developers+1 more
Platform, Content & Languages6 content types1 languagesCodeTextImageEnglish+15 more
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