RAG vs Traditional Chatbots: What’s the Difference?

Understanding the difference between simple chatbots and RAG-powered AI is crucial for any business looking to automate effectively.

What is RAG?

Retrieval-Augmented Generation (RAG) is a technique that gives an AI model access to a specific, private knowledge base. Instead of just relying on its training data, it “looks up” information in your provided documents before generating an answer.

Why It Matters

Traditional chatbots are limited by what was programmed into them. RAG chatbots are dynamic. If you update a policy document today, your frenzy.bot knows about it tomorrow—without any retraining required.