SMART FIND FOR IN-APPLICATION SEARCHING

• Main Authors: YU, Le, MI, Hao, KIM, Seok Woo John, YANG, Xiaosong, SONG, Lin, SAMBO, Robyn, LI, HongQiao, KOHLMEIER, Bernhard, STENERSON, Derik Bjorn
• Format: Patent
• Language: English
• Published: 14.10.2021
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

An in-application search service receives a query from a user attempting to locate information within a document. If a current index and current vector table do not exist, a content indexing service produces an index and a vector table based on the current content of the document. The vector table is based on semantic models that have been pre-trained. The query is tokenized and one of three different processing paths are taken based on the length of the tokenized query. For a single term query, a semantic search and prefix search are performed and the results are combined. If the length of tokenized query exceeds a threshold, a semantic search produces the results. Otherwise, search results are produced based on both prefix fanout and semantic fanout. Results are deduplicated, snippets are extracted, and the results and/or snippets are presented to the user.