smolagents

smolagents is a lightweight library designed to empower developers to create and deploy sophisticated AI agents with ease. Its core strength lies in its simplicity, featuring a concise codebase that minimizes abstractions over raw code. This enables highly customizable agents that can be precisely tailored to specific use cases. Unique to smolagents is its first-class support for Code Agents, which autonomously generate Python code for tool interaction, demonstrably reducing LLM calls and improving performance over traditional methods.

This framework supports a wide array of LLMs, including those hosted on the Hugging Face Hub, OpenAI, and Anthropic, making it versatile for diverse deployment needs. Its seamless integration with the Hugging Face Hub also facilitates easy sharing and loading of tools, encouraging a collaborative and efficient development workflow. smolagents is designed for developers who need a robust, flexible, and performant platform for building and experimenting with AI agents and are not necessarily satisfied with more rigid or overly abstracted systems.