r/MachineLearning· /u/Winter_Mistake_3185·· 4 小时前AI 评分50
生产级 RAG 检索流水线：让模型敢于说“我不知道”
Production Grade Retrieval Pipeline That Admits "I Don't Know" [P]
AI 导读
一套面向生产环境的 RAG 检索流水线清单被提出，核心是让系统在上下文不足以支撑回答时主动拒答，而非编造答案。该清单还要求每条回答附带引用、访问控制不可绕过，以及数据摄入不阻塞用户。
正文
If you're moving a RAG prototype to production, this is the checklist I wish I'd had.
- Citations on every answer
- Refusing when the context doesn't support one
- Access control that can't be bypassed
- Ingestion that never blocks a user
Enjoy !!
submitted by /u/Winter_Mistake_3185
[link] [留言]
来源：r/MachineLearning · reddit.com