After the retrieval phase inside of a naive RAG procedure, the augmentation section poses its individual list of challenges. This is when the process tries to merge the retrieved information and facts into a coherent and suitable reaction. Permit’s explore these concerns and their implications for business applications: Challenge: Retrieved cont