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

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 4 қараша
**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/kk/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…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2611.03725)

**Тегтер:** #Anthropic #arXiv

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