Let's implement AI Agent from scratch without using any framework. Today we implement the tool use capability.

SwirlAI is a publication dedicated to artificial intelligence (AI), machine learning, and data science. Readers can explore articles on topics such as deep learning algorithms, natural language processing (NLP), and computer vision. Additionally, they can learn about AI research advancements, industry applications, and practical tutorials for implementing machine learning models.

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Learn how to build AI agents from scratch, focusing on implementing tool usage capabilities without any orchestration frameworks. The guide covers creating Python functions as tools, constructing effective system prompts, and developing an Agent class to plan and execute actions using provided tools. The tutorial includes detailed code examples and explanations for wrapping functions as tools, formatting prompts, and executing tasks effectively.

Building AI Agents from scratch - Part 1: Tool use