Joshua Berkowitz KBLaM: Unlocking Plug-and-Play External Knowledge for LLMs Giving large language models (LLMs) direct, efficient access to external knowledge is a persistent challenge. Traditional approaches, like fine-tuning or Retrieval-Augmented Generation (RAG), either r... AI research interpretable AI KBLaM knowledge integration LLMs plug-and-play scalability
Joshua Berkowitz Unlocking Accuracy in RAG: The Crucial Role of Sufficient Context When it comes to reducing hallucinations and improving accuracy in large language models (LLMs), the focus is shifting from mere relevance to the concept of sufficient context . Rather than simply ret... AI safety Google Research hallucinations LLMs RAG retrieval systems sufficient context
