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My RAG System Confidently Made Up an Answer. Here’s How I Taught It to Say “I Don’t Know” Instead.

中文摘要

探讨如何通过高级检索和评估器优化 RAG 系统,解决幻觉问题,使其在无法回答时能诚实地说“我不知道”。

English Summary

Learn how to reduce RAG hallucinations using advanced retrieval and evaluators, teaching the system to admit when it doesn't know the answer.

Original Excerpt

The unglamorous middle chapter between “basic RAG” and “AI agent” — advanced retrieval, evaluators, and the abstain problem nobody talks… Continue reading on Medium »