| CPC G06F 16/258 (2019.01) [G06F 16/248 (2019.01)] | 20 Claims |

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1. A computer-implemented method comprising:
receiving unstructured input data;
transforming the unstructured input data into structured data, wherein the transforming is performed using a large language model and a parsing algorithm configured for the unstructured input data;
generating, based on the structured data, one or more outputs configured to be processed by an artificial intelligence engine;
generating, using the artificial intelligence engine, a document by converting the one or more outputs from a first format to a second format, wherein generating the document includes executing a plurality of functions in parallel to reduce execution time of a processing device
in response to detecting that generation of the document stopped, executing a context-aware feedback loop using a prompt that detects a reason why the generation of the document stopped;
in response to detecting that the generation of the document stopped due to the generation of the document by the large language model being complete, providing the document to a computing device for presentation on a user interface of the computing device; and
in response to detecting that the generation of the document stopped due to an output constraint of the large language model, re-executing the prompt with a partially-generated document string.
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