# From Logs to Faults: Reference-Free Fault Localization for Retrieval-Augmented Generation Pipelines

> 全文为英语

**Published:** 2026年11月4日
**Author:** Hira Naveed, Scott Barnett, Stefanus Kurniawan, John Grundy, Chetan Arora, Hourieh Khalajzadeh, Omar Haggag
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/from-logs-to-faults-reference-free-fault-localization-for-retrieval-augm

arXiv:2611.03725v1 Announce Type: new Abstract: Retrieval-Augmented Generation (RAG) pipelines are widely used for domain-specific question answering, yet locating faults remains manual and time-consuming. Fault localization is challenging because RAG pipelines consist of…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2611.03725)

**标签：** #Anthropic #arXiv

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