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. 03, 2026

Filed:

Dec. 09, 2024
Applicant:

Sap SE, Walldorf, DE;

Inventors:

Zhi-Peng Dong, Xi'an, CN;

Jing He, Xi'an, CN;

Jiao Zhou, Xi'an, CN;

Assignee:

SAP SE, Walldorf, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/00 (2020.01); G06F 16/242 (2019.01); G06F 16/334 (2025.01);
U.S. Cl.
CPC ...
G06F 16/3344 (2019.01); G06F 16/2438 (2019.01);
Abstract

Methods, systems, and computer-readable storage media for generating a set of data embeddings from context data, each data embedding including N-dimensions and representing context data within a first embedding space, determining, for each dimension of the N-dimensions, a set of statistics, providing a set of thresholds, each threshold in the set of thresholds corresponding to a dimension of the N-dimensions and being determined based on a respective set of statistics for the dimension, generating a set of binary embeddings through binary quantization of data embeddings in the set of data embeddings using the set of thresholds, each binary embedding including the N-dimensions and representing context data in the set of context data within a second embedding space, retrieving a sub-set of context data responsive to a query based on the set of binary embeddings, and prompting a LLM using a prompt comprising the sub-set of context data.


Find Patent Forward Citations

Quick Actions:

Dong, Zhi-Peng. (2026). Binary quantization in vector databases (U.S. Patent No. 12783566). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12783566

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…