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Understanding AI Agents: A Comprehensive Overview

In the rapidly evolving landscape of artificial intelligence, the term "AI agents" has garnered significant attention. After engaging in extensive learning through multiple courses, papers, and practical applications, the following article aims to distill key insights into AI agents, their functionalities, and their potential applications without requiring specialized knowledge.

What Are AI Agents?

Defining "AI agents" can initially appear complex, given the nascent nature of this field. A common misunderstanding is equating AI agents with basic prompt-based requests, such as asking a model like ChatGPT to write an essay. This method, known as one-hot prompting, often results in vague outputs instead of comprehensive responses.