Abstract: An example method includes receiving, at a data model component, user input data associated with source information data, and determining, based at least in part on the user input data, a data field associated with the source information data. The method also includes determining a prompt comprising the data field, determining an allowed data type comprising the data field, and generating, based at least in part on the prompt and the allowed data type, an extraction definition, wherein the extraction definition is configured to generate data sets that are responsive to data fields. The method further includes sending, to an extraction component, the extraction definition, wherein the extraction component is configured to generate a data set based at least in part on the extraction definition and the source information data.

Abstract: An example method includes receiving, at an extraction component, source information data, and receiving, at the extraction component, a first extraction definition. The method also includes determining, based at least in part on the first extraction definition, first extraction processing instructions, determining, based at least in part on the first extraction definition, first extraction return instructions, and generating an extraction prompt based at least in part on the first extraction processing instructions and the first extraction return instructions. The method further includes determining, by a machine learning model and the extraction prompt, a data set associated with the source information data, performing one or more validation operations associated with the data set to generate a validated data set, and generating extraction output data based at least in part on the validated data set.

Abstract: A method and system provides for booting a computer system after configuration data becomes unusable. One method and system provides for booting the computer system from a set of configuration data that last booted the system properly. An embodiment is directed to attempting to boot the computer system from a first set of configuration data, and, if the attempt is unsuccessful, automatically booting the computer system using the second set of configuration data which successfully booted the computer system and was previously stored. In response to a successful boot of the computer system using the first set of configuration data, an embodiment is directed to updating second set of configuration data so that it is equivalent to the first set of configuration data as the second set of configuration data that successfully booted the computer system.