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:
Oct. 08, 2024

Filed:

Oct. 04, 2023
Applicant:

Salesforce, Inc., San Francisco, CA (US);

Inventors:

Regunathan Radhakrishnan, Dublin, CA (US);

Zachary Alexander, Berkeley, CA (US);

Yuanxin Wang, Mountain View, CA (US);

Sitaram Asur, Fremont, CA (US);

Aron Kale, Huntington Beach, CA (US);

Assignee:

Salesforce, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/33 (2019.01); G06F 16/31 (2019.01); G06N 3/0455 (2023.01);
U.S. Cl.
CPC ...
G06F 16/3347 (2019.01); G06F 16/31 (2019.01); G06N 3/0455 (2023.01);
Abstract

A text interaction record including interaction text from one or more messages between a client machine and a service provider is received at a database system. A search vector including a text embedding representing the interaction text in a multi-dimensional vector space may be determined based on the interaction text via a processor at the database system. A reference interaction record including reference interaction text may be retrieved from the database system based on the search vector. The reference interaction record may include a reference vector representing the reference interaction text in the multi-dimensional vector space. Recommended reply text is determined based on the interaction text and the reference interaction text by a large language model configured to generate the recommended reply text in response to a prompt that includes one or more natural language instructions.


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