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YouTube

9 Commandments for Building AI Agents

MLOps.community via YouTube

Overview

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Explore the practical fundamentals of building effective AI agents in this comprehensive conference talk featuring industry experts who break down the essential principles for creating agents that deliver real-world results. Learn about the critical components that make AI agents truly functional, including intelligent planning systems, memory management, and the strategic integration of tools, systems, and human elements as interconnected components. Discover the "react" loop methodology, effective budgeting strategies for long-duration tasks, proper sandboxing techniques, and how to implement learning mechanisms that enable agents to improve from experience. Gain insights from Paul van der Boor, VP AI at Prosus Group, and Dmitri Jarnikov, Senior Director of Data Science at Prosus Group, as they share their expertise on designing adaptive, useful AI agents that can handle complex real-world scenarios. Master the nine fundamental commandments that separate functional AI agents from those that fail to deliver practical value in production environments.

Syllabus

9 Commandments for Building AI Agents

Taught by

MLOps.community

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