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Re:CAP - Auditing Retrieval Coverage in Production RAG Pipelines

Joshi, Aviral et al.
arXiv (All) · Papers
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computation-and-language
Retrieval-augmented generation (RAG) is hard to monitor in production: exhaustive relevance labels do not exist for non-stationary multi-million-passage corpora that re-index in real time. As a result, retrieval quality is generally understudied and often deprioritised in favour of generation-orient
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