The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 18, 2025
Filed:
Aug. 21, 2024
Morgan Stanley Services Group Inc., New York, NY (US);
Shailesh Gavankar, Princeton, NJ (US);
Afrid Mondal, Karnataka, IN;
Keon Park, Yonkers, NY (US);
Sanket Jain, Karnataka, IN;
Abhijit Naik, Maharashtra, IN;
Morgan Stanley Services Group Inc., New York, NY (US);
Abstract
Smart information retrieval is provided via artificial intelligence. Content stored in documents in a database is accessed and contextual chunks of individual ones of the documents are identified, wherein the contextual chunks include portions of content stored in the individual ones of the documents. Embeddings associated with the contextual chunks are generated and stored in a vector database. A plurality of relationships are defined among at least some of the contextual chunks and generates relational embeddings using the plurality of identified relationships. The relational embeddings are stored in a database. A query is received for information associated with at least some of the content and an embedding representing the query is generated. The embedding representing the query is transmitted to at least one large language model, and a response including at least some of the contextual chunks is received. The response is transmitted to a device associated with the query.