/tags/rag/ Recent content in Rag on IQLAS Hugo en-us Sat, 11 Apr 2026 17:17:57 +0530 /blog/the-hallucination-problem-why-llms-confabulate-and-what-we-can-do-about-it/ Wed, 28 Jan 2026 00:00:00 +0000 /blog/the-hallucination-problem-why-llms-confabulate-and-what-we-can-do-about-it/ Large language models produce false statements with confident fluency. Understanding why this happens — and what mitigation strategies actually work — requires thinking carefully about what these models are, and are not. /blog/retrieval-augmented-generation-building-llms-that-know-what-they-dont-know/ Thu, 15 Jan 2026 00:00:00 +0000 /blog/retrieval-augmented-generation-building-llms-that-know-what-they-dont-know/ RAG is not a buzzword — it is a practical architecture that grounds language models in verified knowledge. Here is how it works, why the naive version fails, and what production RAG actually looks like.