Dropbox, Inc.

Ameya Bhatawdekar

Geoff Hulten

Vasanth Krishna Namasivayam

Anthony Penta

Ashok Pancily Poothiyot

Tim Gasser

Sateesh Srinivasan

The present disclosure relates to systems, non-transitory computer-readable media, and methods for generating personal responses through retrieval-augmented generation. In particular, the disclosed systems can generate a query embedding from a query generated by an entity and determine data context specific to the entity by comparing the query embedding with a plurality of vectorized segments of content items associated with the entity. The disclosed systems can provide the data context to a large language model and generate a personalized response informed by the data context. Subsequently, the disclosed systems can provide the personalized response for display on a client device associated with the entity.

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Issaquah, WA, United States of America

Ameya Bhatawdekar