The expansion of autonomous agents by foundation models (FMs) like Large Language Models (LLMs) has reform how we solve complex, multi-step problems. These agents perform tasks starting from customer support to software engineering, navigating intricate...
LLMs like GPT-3, GPT-4, and their open-source counterpart often struggle with up-to-date information retrieval and might sometimes generate hallucinations or misinformation.Retrieval-Augmented Generation (RAG) is a way that mixes the ability of LLMs with external...