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:
Mar. 24, 2026
Filed:
Mar. 10, 2025
Dell Products L.p., Round Rock, TX (US);
Matthew Eaton, Mansfield, MA (US);
Shyam Singaraju, Westborough, MA (US);
Anil Koluguri, Durham, NC (US);
David Sydow, Merrimack, NH (US);
Dell Products L.P., Round Rock, TX (US);
Abstract
Methods, system, and non-transitory processor-readable storage medium for a text-based vector retrieval system are provided herein. An example method includes generating, by a text-based vector retrieval system, a set of topics Tfor a document set D, generating for each document Da set of topics T, comparing the set of topics Tagainst the set of topics Tto generate a filtered set of topics T, comparing the topics Tagainst final topics of all other documents to generate a set D, encoding each document from the document set into a vector database with corresponding Dand Tas metadata, grouping vectors into N search clusters, retrieving N topics from a query string to generate Ttopics, comparing the Ttopics against topics in each cluster to identify matching clusters having R matching topics, and calculating similarity scores for documents in the matching clusters.