Automated electronic document creation through machine learning

Abstract

Aspects of the present disclosure relate to automated electronic document creation. Embodiments include providing, as inputs to a machine learning model, contents of a source electronic document and a prompt. Embodiments include receiving a particular data item from the machine learning model in response to the inputs. Embodiments include performing a lexical search for the particular data item among a plurality of stored data items. Embodiments include determining a confidence score based on the lexical search and performing a semantic search for the particular data item among the plurality of stored data items based on the confidence score not exceeding a threshold. Embodiments include identifying a stored data item of the plurality of data items that matches the particular data item based on the semantic search. Embodiments include automatically generating an electronic document by populating an electronic document template using the stored data item.