Understanding RAG (Retrieve, Augment, Generate) With Multimodal Embeddings

RAG has three important steps: Retrieve, Augment, and Generate.This is the fundamental pipeline used in most LLM applications today. 1. Retrieve Retrieve means finding the most relevant data from your knowledge source. Sources can be: Text document...