What is SmolAgents?
đ¤ smolagents is a lightweight library for building AI agents that write Python code to call tools and coordinate other agents.Designed for simplicity, it has a minimal abstraction layer and supports first-class Code Agents, which generate and execute actions as Python snippets.
The library is model-agnostic, working with local models, OpenAI, Anthropic, and others via LiteLLM.It supports multiple modalities (text, vision, video, and audio) and integrates with various tools from LangChain, Hugging Face, and more.
smolagents allows secure execution through sandboxed environments (E2B) and provides CLI tools for running agents efficiently.It also enables multi-agent orchestration, making it a powerful solution for automating complex workflows.
â Key features
SmolAgents core features and benefits include the following:
- âī¸ Lightweight and minimal abstraction.
- âī¸ Agents write Python code to call tools.
- âī¸ First-class support for Code Agents.
- âī¸ Model-agnostic (supports OpenAI, Anthropic, local models, etc.).
- âī¸ Supports multiple modalities (text, vision, video, audio).
- âī¸ Secure execution via sandboxed environments (E2B).
- âī¸ Integration with LangChain, Hugging Face Hub, and other tools.
- âī¸ CLI tools for running agents.
- âī¸ Multi-agent orchestration.
- âī¸ Efficient execution with fewer LLM calls.
âī¸ Use cases & applications
- âī¸ SmolAgent allows users to build multi-agent automations locally on their systems using pre-built models and agents or by creating their own using available resources..
- âī¸ SmolAgent provides access to a community of engaged members who can share agents, models, and receive assistance from developers..
- âī¸ SmolAgent leverages open source technologies and developer-friendly frameworks and tools to enable users to create complex and powerful AI agents automations with simplicity..
đââī¸ Who is it for?
SmolAgents can be useful for the following user groups:
âšī¸ Find more & support
SmolAgents provides an API that developers can use for programmatic access which makes it easy to integrate it with other tools or within your own applications.
You can also find more information, get support and follow SmolAgents updates on the following channels:
- SmolAgents Website (Login/Sign up)
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