smolagents

Agents in a few lines of code

What is smolagents?

smolagents is Hugging Face's minimalist library for building agents that think in code, with first-class support for any LLM and Hugging Face tools.

Why people choose smolagents

• Tiny API, agents in a few lines
• Code-first agents that are easy to debug
• Backed by Hugging Face

smolagents at a glance

Open-source alternatives to smolagents

Other open-source ai agent framework tools worth comparing:

CrewAIOrchestrate role-playing agent crewsPaperclipRun a company of AI agents from one dashboardAutoGenMicrosoft's conversational agent frameworkLangGraphStateful, controllable agent graphsMetaGPTA software company of LLM agentsAutoGPTThe original autonomous GPT agentOpenHandsAI developer that writes and runs codeSuperAGIDev-first autonomous agent platformBabyAGIMinimal task-loop autonomous agentAgnoFast, lightweight multi-modal agentsLettaStateful agents with long-term memoryPydantic AIType-safe agents for productionSWE-agentAgent that fixes GitHub issuesAgent ZeroA general agent that grows with your promptsCAMELThe research framework for agent societiesElizaAgents with personality for Discord, X and moreGoogle ADKGoogle's official Agent Development KitMem0Long-term memory for AI agentsComposio250+ ready-made tools for your agentsAG2The community continuation of AutoGenOpenAI SwarmMinimal multi-agent handoffsPhidataAgents with memory, knowledge and toolsJulepStateful agents as a service

smolagents head-to-head

FAQ