Abstract: In one embodiment, a computer-implemented method may generate, by an artificial intelligence engine executed by one or more processors, a document from input data. The method may detect that generation of the document stopped due to an output constraint. Responsive to detecting that generation of the document stopped due to the output constraint, the method may re-execute the artificial intelligence engine using a prompt that includes a partially generated document string representing content of the document generated before the generation was stopped. The method may detect that generation of the document stopped due to being finished, and responsive to detecting that generation of the document stopped due to be being finished, output a full document.

Abstract: In one embodiment, a computer-implemented method may include receiving unstructured input data and transforming the unstructured input data into structured data. The transforming may be performed using a large language model and a parsing algorithm configured for the unstructured input data. The method may include generating, based on the structured data, one or more outputs configured to be processed by an artificial intelligence engine. The method may include generating, using the artificial intelligence engine, a document by converting the one or more outputs from a first format to a second format. The artificial intelligence engine may be configured to generate the document by executing a plurality of functions in parallel to reduce execution time of a processing device. The method may include providing the document to a computing device for presentation on a user interface of the computing device.