Jpmorgan Chase Bank, N.a.

Vikas Kundalpady

Santosh Chikoti

Saurabh Tiwari

Ashwarya Gupta

Tuhin Bhura

Shashanka Narayan

In some aspects, the techniques described herein relate to a method including: receiving, at a query platform, a query and a document identifier; determining, based on the document identifier, a document-type parameter; generating, based on metadata related to the document-type parameter, an optimized query; generating a query vector embedding from the optimized query; executing a lexical search on a document pool, wherein the lexical search is based on the optimized query, and wherein the lexical search returns a first document set; executing a contextual search on a vector database, wherein the contextual search is based on the query vector embedding and returns a second document set; and generating a targeted document set from the first document set and the second document set.

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Bengaluru, India

Vikas Kundalpady