Large scale generative artificial intelligence for generation of customized content
AssigneeInternational Business Machines Corporation
InventorsAaron K. Baughman, Gozde Akay, Rahul Agarwal, Leonid Karlinsky
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Abstract
A request for a customized reply is received from a requester. One or more templates stored in a selected location are retrieved based, at least in part, on at least one ontology constructed for one or more domains associated with the request for the customized reply. Information relating to the requester is input into the one or more templates to provide one or more populated templates. The customized reply to the request is generated based on the one or more populated templates and provided to the requester.
Claims25
A computer-implemented method of facilitating processing within a computing environment, the computer-implemented method comprising:
- receiving from a requester a request for a customized reply, the receiving the request using one or more networks of the computing environment;
- retrieving one or more templates stored in a selected location based, at least in part, on at least one ontology constructed for one or more domains associated with the request for the customized reply;
- inputting into the one or more templates information relating to the requester to provide one or more populated templates;
- generating the customized reply to the request based on the one or more populated templates;
- and
- providing the customized reply to the requester.
A computer system for facilitating processing within a computing environment, the computer system comprising:
- a processor set;
- a set of at least one computer-readable storage medium;
- and
- program instructions, collectively stored in the set of at least one computer-readable storage medium for causing the processor set to perform the following computer operations including:
- receive from a requester a request for a customized reply, the receiving the request using one or more networks of the computing environment;
- retrieve one or more templates stored in a selected location based, at least in part, on at least one ontology constructed for one or more domains associated with the request for the customized reply;
- input into the one or more templates information relating to the requster to provide one or more populated templates;
- generate the customized reply to the request based on the one or more populated templates;
- and
- provide the customized reply to the requester.
A computer program product for facilitating processing within a computing environment, the computer program product comprising:
- a set of at least one computer-readable storage medium;
- and
- program instructions, collectively stored in the set of at least one computer-readable storage medium for causing a processor set to perform the following computer operations including:
- receive from a requester a request for a customized reply, the receiving the request using one or more networks of the computing environment;
- retrieve one or more templates stored in a selected location based, at least in part, on at least one ontology constructed for one or more domains associated with the request for the customized reply;
- input into the one or more templates information relating to the requester to provide one or more populated templates;
- generate the customized reply to the request based on the one or more populated templates;
- and
- provide the customized reply to the requester.
A computer-implemented method of facilitating processing within a computing environment, the computer-implemented method comprising:
- receiving from a requester a request over one or more networks of the computing environment, the request related to a selected event;
- retrieving one or more templates stored in a selected location, the one or more templates retrieved based, at least in part, on one or more ontologies constructed for the selected event, the one or more templates created using a large language model trained to create the one or more templates based on the selected event, the large language model shielded from direct request traffic;
- inputting information in the one or more templates to provide one or more populated templates;
- generating a customized reply to the request based on the one or more populated templates;
- and
- providing to the requester the customized reply that is generated based on the one or more populated templates.
Dependencies are inferred from the claim text.