RAG on Subhash Dasyamhttps://subhash.net/tags/rag/Recent content in RAG on Subhash DasyamHugoenTue, 08 Jul 2025 01:09:16 +0400How Transformers Actually Work: The Complete Simple Guide 🤖https://subhash.net/posts/how-transformers-actually-work-complete/Tue, 08 Jul 2025 00:45:00 +0400https://subhash.net/posts/how-transformers-actually-work-complete/<p>Ever wondered how ChatGPT, Claude, or GPT-4 actually understand and generate text? Let me break down the magic behind transformers like you&rsquo;re 12 years old! 👇</p> <p>Note: When I mention &ldquo;117 million parameters&rdquo; in examples, I&rsquo;m talking about GPT-1 and BERT-base models. Modern models like GPT-4 are much, much bigger!</p>RAG+ Revolution: How Application-Aware Reasoning Transforms AI Knowledge Systemshttps://subhash.net/posts/rag-revolution-how-application-aware/Tue, 17 Jun 2025 14:48:00 +0400https://subhash.net/posts/rag-revolution-how-application-aware/<h2 id="paper-review-and-attribution">Paper Review and Attribution</h2> <p>This article is based on the fascinating research paper &ldquo;RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning&rdquo; by Yu Wang, Shiwan Zhao, Ming Fan, and colleagues from Huawei Technologies, Xi&rsquo;an Jiaotong University, and Nankai University.</p>