US patent US12730963
Dynamic-content support system in a network-based application
Abstract
A computer-implemented method for automatically providing dynamic content support to a user includes receiving a natural language-based input from a user requesting help. A backend server is operable to pre-process the question prior to searching. A search for the most relevant articles is performed by comparing the pre-processed input to a set of articles in a vector database. The articles can be re-ranked based on content in the question and characteristics of the user. A request or prompt is generated based on the retrieved articles, question, user characteristics, and system rules. A text generation model is operable to prepare a summary based on the prompt. The summary is sent and displayed to the user on their computing device. Related systems are described.