RAG answers questions from your data. Agentic AI takes multi-step action using it. Here's how to tell which one your business needs, when you need both, and why getting this wrong is the most common way AI budgets get wasted.
A chatbot answers questions. An agent gets things done. Here's the real loop behind agentic AI — goal, reason, act, observe — traced through a live refund request, plus what it takes to build one safely for a real business.
What RAG actually does, stage by stage, traced through ChatBotAi — a real Laravel chatbot that crawls a website, indexes it, and answers questions from the retrieved paragraphs alone.
A practical look at how AI chatbots understand visitors, pull in real business data, and know when to hand off to a human — plus a concrete implementation path for adding one to your site.
