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A RAG That Says “Not in This Document” Has to Show Four Kinds of Evidence

中文摘要

RAG系统不应仅给出无理由的“无答案”,而应在信息缺失时提供四种证据,以确保企业文档智能的可靠性。

English Summary

RAG systems should avoid unverified "no answers" by providing four types of evidence when information is missing, ensuring higher reliability and enterprise document intelligence.

原文节选

Enterprise Document Intelligence [Vol.1 #B3] - A confident wrong answer is a bug. A bare “no answer” with no justification is almost as bad. Each of the four bricks has one piece of evidence to show The post A RAG That Says “Not in This Document” Has to Show Four Kinds of Evidence appeared first on Towards Data Science.