https://www.neowin.net/news/tag/rag/ Neowin News Feed for: Rag en-us Neowin Ignition News editor@neowin.net (Managing Editor) developers@neowin.net (Neowin Developers) 5 https://www.neowin.net/images/pegasus/icon.png https://www.neowin.net https://www.neowin.net/news/amd-ryzen-3d-v-cache-cpus-surprisingly-show-big-benefits-on-windows-11-in-a-new-test/ <div style="float:left;margin-right:10px;"><img src="https://cdn.neowin.com/news/images/uploaded/2022/08/1661865536_amd_ryzen_medium.jpg" alt="" /></div>Everyone knows AMD 3D V-cache CPUs are some of the best chips for gaming. However, in a new test, these Ryzen processors are massive improvements. <a href="https://www.neowin.net/news/amd-ryzen-3d-v-cache-cpus-surprisingly-show-big-benefits-on-windows-11-in-a-new-test/">Read more...</a> Sayan Sen Mon, 20 Apr 2026 14:28:01 +0000 https://www.neowin.net/news/amd-ryzen-3d-v-cache-cpus-surprisingly-show-big-benefits-on-windows-11-in-a-new-test/ #AMD #Ryzen #AI #Performance @ssc_combater007 https://www.neowin.net/sponsored/learn-how-to-unlock-data-with-generative-ai-and-rag-with-this-free-ebook-worth-3199/ <div style="float:left;margin-right:10px;"><img src="https://cdn.neowin.com/news/images/uploaded/2025/11/1763634539_packt_medium.webp" alt="" /></div>This free eBook that covers enhancing generative AI systems by integrating internal data with large language models using RAG is free to download until 12/3. <a href="https://www.neowin.net/sponsored/learn-how-to-unlock-data-with-generative-ai-and-rag-with-this-free-ebook-worth-3199/">Read more...</a> Sponsored Tue, 25 Nov 2025 18:00:02 +0000 https://www.neowin.net/sponsored/learn-how-to-unlock-data-with-generative-ai-and-rag-with-this-free-ebook-worth-3199/ #eBook #Free #Packt @aSteveParker https://www.neowin.net/sponsored/free-download-unlocking-data-with-generative-ai-and-rag-ebook-worth-3199/ <div style="float:left;margin-right:10px;"><img src="https://cdn.neowin.com/news/images/uploaded/2025/11/1763634539_packt_medium.webp" alt="" /></div>This free eBook that covers enhancing generative AI systems by integrating internal data with large language models using RAG is free to download until 12/3. <a href="https://www.neowin.net/sponsored/free-download-unlocking-data-with-generative-ai-and-rag-ebook-worth-3199/">Read more...</a> Sponsored Fri, 21 Nov 2025 18:00:02 +0000 https://www.neowin.net/sponsored/free-download-unlocking-data-with-generative-ai-and-rag-ebook-worth-3199/ #eBook #Free #Packt @aSteveParker