RAG vs. CAG : Can Cache-Augmented Generation Really Replace Retrieval?
Author(s): Alden Do Rosario Originally published on Towards AI. A recent VentureBeat article highlights a new Cache-Augmented Generation (CAG) method that promises no retrieval overhead and even better performance than Retrieval-Augmented Generation (RAG). Sounds too good to be true? We decided to …
DeepSeek R1: Is It Right For You? (A Practical SelfβAssessment for Businesses and Individuals)
Author(s): Alden Do Rosario Originally published on Towards AI. DeepSeek R1: Is It Right For You? (A Practical SelfβAssessment for Businesses and Individuals) Deepseek just turned the AI world upside down with its new R1 model. Itβs all over the news, so …
Dear IT Departments, Please Stop Trying To Build Your Own RAG
Author(s): Alden Do Rosario Originally published on Towards AI. Look: You would never ever in a million years build your own CRM system or custom CMS β or in most cases, your own LLM. Would you? And yet, everywhere I look, I …