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.

Date of Patent:
Dec. 09, 2025

Filed:

Jan. 16, 2025
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Priyanka Pathak, Bengaluru, IN;

Saurabh Jha, Leander, TX (US);

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/00 (2006.01); G06F 16/334 (2025.01); G06F 40/289 (2020.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 16/3344 (2019.01); G06F 16/3347 (2019.01); G06F 40/289 (2020.01);
Abstract

A method for managing user queries applied to a large language model (LLM) includes obtaining a user query and in response to obtaining the user query: identifying a state of the user query, wherein the state is based on whether the user query is associated with a previous user query, making a determination, based on the state, that the user query indicates an enhanced context generation, in response to the determination, performing a semantic search on a vectorized database to obtain a set of relevant documents, performing an enhanced search on the set of relevant documents using a knowledge graph to obtain enhanced context, embedding the enhanced context to the user query to obtain a finalized prompt, and applying the finalized prompt to a large language model (LLM) of the data system to obtain a finalized result, and providing the finalized result to the client device.


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