AWS Strands Agents Simplifies AI Agent Development for Everyone Building advanced AI agents no longer requires months of effort or a team of specialists. With Strands Agents, AWS's open source SDK, developers of all skill levels can create, deploy, and scale AI-po... AI agents AWS developer tools LLMs machine learning open source SDK
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
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