US Patent Issued to DELL PRODUCTS on Sept. 15 for "Optimized retrieval-augmented generation for complex documents" (Indian Inventors)

ALEXANDRIA, Va., Sept. 15 -- United States Patent no. 12,737,404, issued on Sept. 15, was assigned to DELL PRODUCTS LP (Round Rock, Texas).

"Optimized retrieval-augmented generation for complex documents" was invented by Shibi Panikkar (Bangalore, India) and Susana Cherian (Trivandrum, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "The subject technology relates to optimized retrieval-augmented generation (RAG) for complex documents. An example method includes generating partial vector embeddings from a document, the partial vector embeddings being representative of respective defined sections of the document; assigning a data block, including a representation of tabular data present in the document, t...