Understanding and Solving the Challenges of Retrieval Augmented Generation (RAG)

Retrieval Augmented Generation (RAG) systems promise context-aware, up-to-date answers by combining large language models (LLMs) with information retrieval. But while powerful, RAG can suffer from subtle and impactful failure modes that reduce accura...