MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202521003709 A) filed by Lti Mindtree Ltd. on January 16, 2025, for Method And System For Providing Intent-Based Information Insights.
Inventors include T Siva Rama Sarma; Swarali Sudhir Thorat; Sateesh Gottumukkala; and Ashish Varerkar.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: A method and system (106) for providing intent-based information insights is disclosed. NLP techniques and a first LLM are applied to identify an intent vector associated with an input question received from a user. A plurality of paragraphs are retrieved from a document dataset based on relevancy to the intent vector. A graph representation of the plurality of paragraphs is generated. Importance score for each paragraph is determined based on centrality values derived from the graph representation, and similarity measures between the intent vector and the encoded paragraph vectors corresponding to each paragraph. A subset of sentences from the plurality of paragraphs is selected based on the determined importance scores through an iterative optimization process. A natural language summary is generated based on the subset of sentences using a second LLM and is presented to the user with explanatory indicators.
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