AI Simplified: Understanding LLMs, Workflows, and Agents

AI Buzzwords Demystified If you’ve been following AI developments lately, you’ve probably encountered terms like LLMs, RAG, ReAct, and AI Agents. While these technologies are transforming how we interact with AI, the terminology can be overwhelming. In this post, I’ll break down these concepts into digestible explanations with practical examples. Let’s start with the foundation and progressively build up to more complex systems. Large Language Models (LLMs): The Foundation At the core of today’s AI revolution are Large Language Models (LLMs). Popular applications such as ChatGPT and Claude are built on top of these powerful models. They excel at generating and manipulating text based on the prompts we provide.