US 2024/0403569 A1Published application

Using large language models to generate electronic messages associated with content items

AssigneeHighspot, Inc.

InventorsKurt William Berglund, Lowell Geoffrey Vaughn, Tobias Kahn, Won Park, Bryan Pirtle

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Abstract

A system automatically generates electronic messages based on a plurality of signals received in a content management platform. The system receives, at a user interface generated by a computer system for display by a user device, an input to generate an electronic message. The system processes a plurality of signals retrieved based on the received input and generates a prompt to a large language model (LLM) to cause the LLM to generate content for the electronic message, where the prompt is generated at least in part based on the processing of the plurality of signals. The system populates, into the user interface, content for the electronic message that is generated based on output by the LLM.

Claims20

Dependent claims

A computer-implemented method comprising:

receiving, at a user interface generated by a computer system for display by a user device, an input to generate an electronic message, wherein the input to generate the electronic message includes an identification of one or more digital content items to be associated with the electronic message;
processing, by the computer system, a plurality of signals retrieved based on the received input,
wherein the plurality of signals include content metadata associated with the one or more digital content items;
generating, by the computer system, a prompt to a large language model (LLM) to cause the LLM to generate content for the electronic message, wherein the prompt is generated at least in part based on the processing of the plurality of signals and instructs the LLM to generate a summary of the one or more digital content items for inclusion in the electronic message based on the content metadata;
populating, into the user interface, content for the electronic message that is generated based on output by the LLM;
and
generating a transmissible payload that includes the content for the electronic message and the one or more digital content items attached to or linked within the transmissible payload.

4 more elements

A data processing system, comprising:

one or more processors;
and
one or more non-transitory computer-readable storage media storing executable computer program instructions, the computer program instructions when executed by the one or more processors cause the data processing system to:
receive, at a user interface generated by the data processing system for display by a user device, an input to generate an electronic message;
process a plurality of signals retrieved based on the received input;
generate a prompt to a large language model (LLM) to cause the LLM to generate content for the electronic message, wherein the prompt is generated at least in part based on the processing of the plurality of signals;
and
populate, into the user interface, content for the electronic message that is generated based on output by the LLM.

5 more elements

Dependencies are inferred from the claim text.