Generative document editing pipelines informed by content management system data

Abstract

This disclosure describes systems that implement document editing pipelines to generate document modifications by utilizing a generative model to modify digital documents. The disclosed systems can generate and provide for display, via a client device, a generative document editor that includes document editing pipeline elements that correspond to document editing pipelines that are instantiable to modify composition attributes of digital documents, such as grammar attributes, tone attributes, to add quotes to the digital document, to generate a review simulation of the digital document, and/or to autonomously complete a digital document. Further, based on determining compositional attributes, the disclosed systems can generate and provide for display spectrum slider elements. The disclosed systems can generate document modifications based on receiving indications of interactions with the spectrum slider elements.