Last of all, eventualities demanding multi-stage reasoning or synthesis of facts from various resources are where by RAG really shines. An example of a considerable production RAG implementation is probably Twitter/X’s ‘See very similar Post’ purpose. right here, the RAG technique would chunk and retail outlet tweets inside a vector database