SYSTEMS AND METHODS FOR MULTISTAGE INFORMATION RETRIEVAL AND SYNTHESIS
卷宗概要
发明人
David L. SIFRY
IPC 分类
CPC 分类
A method for multistage information processing includes receiving a user query from a user device; transforming the user query into semantic vectors in a high-dimensional space using a machine learning algorithm; comparing the semantic vectors to a database of pre-vectorized documents; ranking documents by closeness to the vectors to select a subset; generating metadata from the selected documents via a large language model; synthesizing the metadata into a comprehensive summary; and transmitting the summary to the user device in response to the user query.
原文（中文）
A method for multistage information processing includes receiving a user query from a user device; transforming the user query into semantic vectors in a high-dimensional space using a machine learning algorithm; comparing the semantic vectors to a database of pre-vectorized documents; ranking documents by closeness to the vectors to select a subset; generating metadata from the selected documents via a large language model; synthesizing the metadata into a comprehensive summary; and transmitting the summary to the user device in response to the user query.