Intelligent agents are designed to perceive and act upon their environment, revolutionizing AI with applications ranging from data gathering and market research to website creation and customer account management. Key components involve tools and planning, with the ability to integrate various functions like web searching, SQL query execution, and automated data entry. Evaluating these agents includes assessing their planning abilities and addressing potential failure modes. Enhancing agent performance can involve tool augmentation and more sophisticated planning frameworks.
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