What Is Retrieval-Augmented Generation (RAG)? A Complete Guide for Businesses
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Last Updated on July 6, 2026 by Editorial Team Author(s): Anthony Usoro Originally published on Towards AI. RAG Image If you’ve spent any time with ChatGPT, Claude, or any large language model, you’ve probably run into this moment: you ask a specific question about your business, your industry, or a recent event, and the AI gives you an answer that sounds completely confident — and is completely wrong. This isn’t a bug you can patch. It’s a structural limitation of how large language models work
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