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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· 6.3 avgHow good it is, across universal quality axes
Task Scores
· 5.3 avgWhat it can do, per category it works in · showing 7 of 10 tasks scoring 5+
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DeepL AI Platform: Translation, Voice & API
Into the Unknown
Alibaba's Qwen model family — chat, image, code, and reasoning
Create any song from text — AI music generation
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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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Frequently Asked Questions
What can HuggingFace Agent do?
HuggingFace Agent can: CodeAgent that writes its actions in code, ToolCallingAgent for JSON/text-based tool calling, Sandboxed execution via Modal, Blaxel, E2B or Docker, Model-agnostic LLM support, including LiteLLM, Transformers and Ollama. Best for: Developers building and running agents in a few lines of Python.
How much does HuggingFace Agent cost?
HuggingFace Agent is open source and free to self-host. Cloud hosting options may have separate pricing.
Is HuggingFace Agent free?
Yes, HuggingFace Agent is open source and free to self-host. Managed hosting may carry separate costs.
What makes HuggingFace Agent unique?
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.
Does HuggingFace Agent have an API?
Yes, HuggingFace Agent offers a public API for developers to integrate its capabilities into custom applications and workflows.
What platforms does HuggingFace Agent support?
HuggingFace Agent is available on API.
What languages does HuggingFace Agent support?
HuggingFace Agent supports English.
Does HuggingFace Agent work offline?
No, HuggingFace Agent requires an active internet connection to function.
Who is HuggingFace Agent for?
HuggingFace Agent is designed for Developers building and running agents in a few lines of Python; Developers who want agents to write their actions as code; Developers sharing agents and tools on the Hugging Face Hub.