Long Context vs. RAG for LLMs

performs a comprehensive evaluation of long context (LC) LLMs compared to RAG systems; the three main findings are: 1) LC generally outperforms RAG in question-answering benchmarks, 2) summarization-based retrieval performs comparably to LC, while chunk-based retrieval lags behind, and 3) RAG has advantages in dialogue-based and general question queries