Embeddings for RAG – A Complete Overview
This article starts with the transformers and looks at its shortcomings as an embedding model. It then gives an overview of BERT and deep dives into Sentence BERT (SBERT) which is the state-of-the-art in sentence embeddings for LLMs and RAG pipelines. Visual Explanation If you are a visual person like me and would like to…