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Let's Break Down AI Agents

Research Apr 4, 2025
V

Vithushan Sylvester

Chief Architect

Let's Break Down AI Agents


AI agents are the coolest tech out there, changing how we talk to machines and process info. These agents, powered by fancy tech like Large Language Models (LLMs), are made up of different parts and processes that can be complex but super interesting. However, a vast segment of the tech world has yet to catch up with this new paradigm.

So, In this article, we’ll break down the inner workings of AI agents in a way that’s easy to understand. We’ll cover their basics, how they think, how they call functions (with examples), and how they store info.

What are AI Agents?


The definition of an AI agent is evolving day by day as the new innovations gets into agentic world. But as of today in early 2025, AI agents are like robots that can do things on their own. They can see their surroundings, figure out what they want to do, and then do it. They’re often powered by LLMs (like OpenAI’s GPT models), which give them the “thinking” and “language understanding” skills. They also have other tools like APIs, databases, and special math algorithms that help them do specific things.

Core Components of AI Agents



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