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Getting Started with Smolagents: Build Your First Code Agent in 15 Minutes

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Getting Started with Smolagents: Build Your First Code Agent in 15 Minutes Build an AI weather agent in 40 lines of Python using Hugging Face's smolagents library. Learn to create tools, connect LLMs, and run autonomous tasks. Image by Author Introduction AI has moved from simply chatting with large language models (LLMs) to giving them arms and legs, which allows them to perform actions in the di...
This article serves as an educational introduction to AI agents, specifically through Hugging Face's smolagents library. The strongest version of its narrative is that code-based agents offer a more precise and transparent alternative to traditional LLM tool-use frameworks. By generating Python scripts, these agents avoid the ambiguity of JSON or text-based tool selection, making them easier to debug and extend. The step-by-step guide is clear and practical, lowering the barrier to entry for dev...