Alex Merced • 4/8/2025

A Journey from AI to LLMs and MCP - 4 - What Are AI Agents — And Why They're the Future of LLM Applications

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This technical article defines AI agents as autonomous systems built on LLMs, detailing their core components like tools, memory, and planning logic. It contrasts agents with basic LLMs, explains their ability to perform multi-step tasks, and provides real-world examples such as developer copilots and research agents, arguing they represent the next evolution in AI application development.

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#AI Agents #Rag #Retrieval Augmented Generation
A Journey from AI to LLMs and MCP - 4 - What Are AI Agents — And Why They're the Future of LLM Applications

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