Context-aware generative model ingress system

Abstract

Systems and methods are described herein for implementing context-aware generative model ingress operations. During a respective browsing session, a context data object comprising contextual data related to the browsing session may be updated in real-time based on various interactions with a web application, and the contextual data may be provided to a generative model as part of an input prompt. Ingress points may be placed in various locations within an interface of the web application and interactions with the ingress points may be effective to update the context data object based on various context filtering operations and the respective context associated with the ingress points. Updated contextual data may be passed to the generative model for use in generating contextual search result insights, comparisons, and/or recommendations. Such model output may be displayed via a conversation layer object displayed via the web application.