ScalableRAG: High-Quality RAG with Exact Corpus Operations at Minimal Ingestion Cost.

arXiv:2607.25135v2 Announce Type: replace Abstract: RAG systems face a capability-cost gap: lightweight retrievers locate evidence but expose no operands for exact corpus-level operations (counts, intersections, aggregations), while knowledge ingestion systems