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US 12,762,157 B2Granted
Apparatus and method for generating an article
AssigneeLede AI
InventorsEvan Ryan, Jay Allred
Life of this patent
Estimating the term…
Abstract
An apparatus and method for generating a report, the apparatus including at least a processor and a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to generate reports from structured data using large language models.
Claims16
An apparatus for generating a report, the apparatus comprises:
- at least a processor;
- and
- a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to:
- receive a plurality of structured data comprising at least an event from a structured data source;
- determine an activity classification as a function of the plurality of structured data, wherein the activity classification comprises an activity identifier;
- generate a structured data report as a function of the activity identifier, wherein generating the structured data report is a function of a confidence score of the structured data, wherein generating the structured data report comprises comparing the confidence score to a confidence threshold, wherein the confidence score is determined as a function of comparing first structured data from a first structured data report to second structured data from a second structured data report;
- and
- generate a final report using a large language model (LLM), wherein the LLM is configured to receive as input the structured data report and output the final report, wherein generating the final report comprises generating a report link, wherein generating the report link comprises:
- identifying a previous report as a function of a report tag;
- generating the report link as a function of the previous report;
- and
- inserting the report link into the final report.
9 more elements
A method for generating a final report, wherein the method comprises:
- receiving, using at least a processor, a plurality of structured data comprising at least an event from a structured data source;
- determining, using the at least a processor, an activity classification as a function of the plurality of structured data, wherein the activity classification comprises an activity identifier;
- generating, using the at least a processor, a structured data report as a function of the activity identifier, wherein generating the structured data report is a function of a confidence score of the structured data, wherein generating the structured data report comprises comparing the confidence score to a confidence threshold, wherein the confidence score is determined as a function of comparing first structured data from a first structured data report to second structured data from a second structured data report;
- and
- generating, using the at least a processor, a final report using a large language model (LLM), wherein the LLM is configured to receive as input the structured data report and output the final report, wherein generating the final report comprises generating a report link, wherein generating the report link comprises:
- identifying a previous report as a function of a report tag;
- generating the report link as a function of the previous report;
- and
- inserting the report link into the final report.
6 more elements
Dependencies are inferred from the claim text.