MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202611073469 A) filed by Minaions Private Limited on June 12, 2026, for Computer-Implemented Multi-Stage Hierarchical Document Retrieval And Contextual Analysis System And Method Thereof.
Inventors include Ashish Mittal; and Vivek Mittal.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: A computer-implemented multi-stage hierarchical document retrieval and contextual analysis system and method thereof, comprises a document database 101, a user profile and search parameter module 102 to store user-defined search parameters, a keyword filtering engine 103 generate filtered subset of documents (n), a vector embedding generation module 104 extract scope-of-work text or visual content, a distributed vector search index module 105 to store only dense vector embeddings, a similarity computation and reranking module 106 to generate a query vector embedding, a structured data extraction module 107 extracts structured data fields, a data collation engine 108 to aggregate structured data, a LLM-based inference module 109 generate structured analytical outputs, a report generation module 110 transform structured analytical outputs into visual report, and an adaptive configuration controller 111 determines a cardinality (n) of filtered subset and automatically select an embedding dimensionality based on cardinality.
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