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Learn to create multi-agent applications using the smolagents framework in this 22-minute tutorial video. Explore the fundamentals of building LLM agents, starting with basic code agents and progressing to more complex tool-calling agents. Discover how to integrate various language models including Ollama, Claude, and Gemini, while implementing Gradio for user interfaces. Master the process of creating custom tools for multi-agent systems, and examine practical examples including a basic multi-agent setup and a specialized BlogWriter multi-agent. Access complete code examples through the provided GitHub repository and follow along with clearly marked timestamps for each topic. Gain hands-on experience in developing sophisticated AI agent systems while learning best practices for multi-agent application development.
