RESEARCHInvestigateNOW
Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research demonstrates standard top-k vector RAG fails on tabular financial reports, advocating for agentic, tabular parsing pipelines.
Open source