Amazon OpenSearch Vector Search Explained for RAG Systems

In this article, we will understand how vector search works in Amazon OpenSearch and how to use it as the retrieval layer in a retrieval-augmented generation (RAG) system. The article is meant for software engineers. We will not stop at theory.