Understanding the Limitations of Vector Embeddings in RAG Systems

As AI solutions become more prevalent, Retrieval-Augmented Generation (RAG) has emerged as a popular approach for enhancing Large Language Models (LLMs) with external knowledge. However, there's a fundamental issue that often goes unaddressed: the re...