The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jan. 06, 2026
Filed:
Jul. 03, 2024
Dell Products L.p., Round Rock, TX (US);
Adriana Bechara Prado, Niterói, BR;
David Burth Kurka, Campinas, BR;
Thais Luca Marques De Almeida, São Gonçalo, BR;
Rômulo Teixeira De Abreu Pinho, Niterói, BR;
Vinicius Michel Gottin, Rio de Janeiro, BR;
Werner Spolidoro Freund, Rio de Janeiro, BR;
Dell Products L.P., Round Rock, TX (US);
Abstract
The disclosure relates to information retrieval and includes a preprocessing stage and a retrieval stage. The preprocessing stage includes ingesting data in a semantic manner that incorporates domain expert knowledge and that retains contextual information. The ingested data or objects are chunked and chunk embeddings are generated. A knowledge graph is created to hierarchically represent each of the objects. During the retrieval stage, the top k embeddings closest to an embedding of a query are used to identify the semantic cells and metadata cells of a document corresponding to the top k embeddings. This generates a return object that is used an input for content generation.