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This library is the simplest framework out there to build powerful agents. We provide our definition in this page, where you’ll also find tips for when to use them or not (spoilers: you’ll often be better off without agents). smolagents is a lightweight framework for building AI agents using large language models (LLMs). It simplifies the development of AI-driven applications by providing tools to create, train, and deploy language model-based agents.

...It supports integration with popular large language model providers and agent frameworks, giving developers flexibility in how they assemble and scale agent networks. Together with OpenAgents Studio and a plugin ecosystem, users can launch interactive networks quickly, configure agent behaviors, and observe collaborative outcomes in real time.