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:
Nov. 10, 2026

Filed:

Apr. 29, 2024
Applicant:

Palo Alto Networks, Inc., Santa Clara, CA (US);

Inventors:

Puneet Gupta, Bengaluru, IN;

Nandini Ramanan, Sunnyvale, CA (US);

Ramesh Nampelly, Livermore, CA (US);

William Redington Hewlett, II, Mountain View, CA (US);

Assignee:

Palo Alto Networks, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 5/022 (2013.01);
Abstract

An unstructured data query-response pair generation system (generation system) populates a knowledge base of query-response pairs for queries of natural language content in unstructured data by prompting a first large language model (LLM) text extracted from the unstructured data. An unstructured data chatbot (chatbot) leverages the knowledge base by augmenting prompts to a second LLM responding to user queries for natural language content in the unstructured data with query-response pairs having queries that are semantically similar to the user queries. The knowledge base and LLMs are updated based on user feedback correcting responses, continually improving quality of the generation system and chatbot.


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Quick Actions:

Gupta, Puneet. (2026). Unstructured data extraction with large language models for query resolution (U.S. Patent No. 12792936). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12792936

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