Understand theory of AI agents and how to build them with smolagents library
What you will learn
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Understand AI agent theory – how agents differ from LLMs, their components (brain/body), and when to use agents vs workflows for different tasks.
Build multi-agent to solve complex problems with specialized agents
Build AI agents with smolagents that can search the web, process data, and execute code, plus create custom tools to extend agent capabilities.
Build agents with GradioUI interfaces, share on Hugging Face Spaces, and implement monitoring with OpenTelemetry and LangFuse for production use.
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