Simple Retrieval Tools Dramatically Boost Agent Accuracy, Papers Show
Two new papers argue retrieval is the key infrastructure for agents: RAGFlow showed BM25 plus grep pushed MiniMax M3 to 91% on FRAMES, while an arXiv paper on "knowledge compilation" cut query tokens by 91% via a navigable tree, reaching 85% accuracy.
2026-11-02 ~ 2026-11-02 · 2 related posts
- Knowledge Compilation Cuts Agentic Search Query Tokens by 91%, Paper Finds — _reachsumit · 2026-11-02
- RAGFlow: BM25+grep alone hits 91% FRAMES on MiniMax M3, no vector index — dair_ai · 2026-11-02