Scaling Human Judgment: How Dropbox Uses LLMs to Improve Labeling for RAG Systems

2026-03-07 09:00 GMT · 4 months ago aimagpro.com

To improve the relevance of responses produced by Dropbox Dash, Dropbox engineers began using LLMs to augment human labelling, which plays a crucial role in identifying the documents that should be used to generate the responses. Their approach offers useful insights for any system built on retrieval-augmented generation (RAG). By Sergio De Simone