公开(公告)号：US20240386066A1

公开(公告)日：2024-11-21

申请号：US18350374

申请日：2023-07-11

Applicant: Cisco Technology, Inc.

Inventor： Pengfei Sun ,  Daniel Shan-Shea Chen ,  Qihong Shao ,  Di Meng

IPC: G06F16/9536 ,  G06N5/022 ,  G06Q10/087

Abstract: Methods are provided for generating end-to-end solutions-based search results for multi-query search inquiry. The search results are generated using graph generative pre-trained transformers and a network knowledge base. A method involves obtaining at least one search query and inventory data that includes information about a plurality of enterprise assets and configuration of an enterprise network. The method further includes generating a contextual schema based on the inventory data. The contextual schema includes a plurality of query sub-graphs indicative of an intention of the at least one search query and generating a solution graph by performing machine learning with respect to the plurality of query sub-graphs and network domain knowledge data. The method further includes providing a response to the at least one search query based on the solution graph. The response is specific to the enterprise network.