Advanced RAG Concepts: Scaling Retrieval-Augmented Generation for Production

Retrieval-Augmented Generation (RAG) has emerged as a powerful technique to enhance Large Language Models (LLMs) with external knowledge. Instead of relying solely on parametric memory, RAG systems fetch information from vector databases, knowledge g...