公开(公告)号：US20250094708A1

公开(公告)日：2025-03-20

申请号：US18469357

申请日：2023-09-18

Applicant: Dropbox, Inc.

Inventor： Eric Cunningham ,  Bradley Crossen ,  Tejas Patel ,  Royce Ausburn ,  Brett Bergeron

IPC: G06F40/284 ,  G06F16/907 ,  G06F40/205 ,  G06F40/40

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for generating content-item-specific large language model responses from content items by segmenting a content item and selecting relevant sections of the content item to provide to a large language model to generate a corresponding output. In particular, in one or more embodiments, the disclosed systems can generate a text representation that includes a plurality of text segments each comprising a number of tokens of the text representation. Further, the systems can extract, from the plurality of text segments, segment-specific text embeddings that correspond to respective portions of the text representation of the content item. Additionally, the systems can determine a segment-specific text embedding corresponding to a model output request. Moreover, the systems can generate a model output by passing a text segment corresponding to the segment-specific text embedding to a large language model together with the model output request.

公开(公告)号：US12235856B1

公开(公告)日：2025-02-25

申请号：US18815619

申请日：2024-08-26

Applicant: Dropbox, Inc.

Inventor： Devin Mancuso ,  Alan Chu ,  Brett Bergeron ,  Maor Bar Asher ,  Ryan YeePin Yheng ,  Shweta Kode

IPC: G06F16/2457 ,  G06F16/248

Abstract: The present disclosure is directed toward systems, methods, and non-transitory computer readable media for generating and searching a hybrid search index. In some embodiments, the disclosed systems generate a hybrid search index that comprises one or more content items stored at a content management system or at external network locations linked to the content management system via software connectors along with world state data associated with the one or more content items. The disclosed systems can generate a search result from the hybrid search index in response to receiving a search query of the hybrid search index. In some cases, the disclosed systems can rank one or more content items included in the search result based on observation layer data of the one or more content items.