How AI agents search
Large Language Models (LLMs) have evolved from relying primarily on knowledge stored in their parametric memory to using non-parametric memory mechanisms such as Retrieval-Augmented Generation (RAG) to provide and ground knowledge. Recently, LLMs have begun to perform retrieval autonomously within a reasoning loop, an...