Where RAG Fails: Understanding the Limitations of Retrieval-Augmented Generation
Why adding external knowledge to Large Language Models improves answers—but doesn't solve every problem.
Jul 19, 202610 min read2

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Why adding external knowledge to Large Language Models improves answers—but doesn't solve every problem.

Explained the way you'd explain it to a curious kid who won't stop asking "but why?" — no math, no unexplained jargon, no pretending it's simpler than it is.

A beginner-friendly explanation of how software development evolved before and after Git, and why version control systems became essential.