SmolAgents
SmolAgents is an open-source AI agent framework enabling creation of complex multi-agent automations using Python code and diverse LLM models with secure sandboxed execution.
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Key Features
Code Agents
Agents write and execute Python code snippets for tool calls.
Minimal Abstraction
Lightweight library with under 1,000 lines of core agent code.
Tool Integrations
Integrates with LangChain, Hugging Face Hub, and MCP tools.
CLI Support
Command-line tools enable easy agent creation and execution.
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Why Choose SmolAgents
Model-Agnostic:
Supports various LLMs including OpenAI, Anthropic, and local models.Secure Execution:
Runs code safely using sandboxed environments like E2B and Docker.Multi-Modality:
Handles text, vision, video, and audio inputs seamlessly.
Pricing
SmolAgents is an open-source library available for free on GitHub. No pricing plans apply.
About SmolAgents
SmolAgents is an open-source AI agent framework enabling creation of complex multi-agent automations using Python code and diverse LLM models with secure sandboxed execution.
What SmolAgents Does
SmolAgents enables users to build AI agents that write and execute Python code to interact with various tools and coordinate other agents, facilitating complex automated workflows.
The framework supports multiple modalities including text, vision, video, and audio, and integrates with models from OpenAI, Anthropic, local transformers, and others through LiteLLM. It offers secure sandboxed execution environments and CLI tools for efficient agent management.
Typical use cases include software development automation, AI research experiments, and multi-agent orchestration in industries requiring flexible AI workflows.
Pros & Cons
Open Source
Free to use and modify with a large community on GitHub.
Flexible
Compatible with many models and supports multi-agent orchestration.
Technical Setup
Requires programming knowledge to build and run agents.
No Native UI
Lacks a graphical interface; primarily CLI and code-based.
Frequently Asked Questions
SmolAgents is built for Python and agents write Python code snippets.
Yes, it is an open-source library available for free on GitHub.
It supports OpenAI, Anthropic, local transformers, and others via LiteLLM.
It uses sandboxed environments like E2B, Docker, and WebAssembly sandboxes.
Yes, it supports text, vision, video, and audio modalities.
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