MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541122128 A) filed by Vellore Institute Of Technology, Vellore, Tamil Nadu, on Dec. 4, 2025, for 'multi-modal financial chatbot system with retrieval augmented generation.'
Inventor(s) include Dr. Prakash G; Mr. Repala Eswar Sai Charan; Mr. Eluri Dindi Bhardwaj; and Mr. Pakki Karthikeya Ruthvik.
The application for the patent was published on Jan. 2, under issue no. 01/2026.
According to the abstract released by the Intellectual Property India: "The present disclosure provides a multi-modal financial chatbot system including a user interface module for receiving user inputs and displaying responses, a mode selection component enabling selection between conversational, document analysis, and live data retrieval modes, a large language model interface for processing natural language queries, a document processing pipeline with text extraction, semantic chunking, embedding generation components, and a vector database for storing and retrieving document embeddings, a live data retrieval system with API connectors for financial data sources, an agent-based processing framework including retriever and synthesizer agents for fetching information and generating responses, and a research module configured to automatically generate financial reports including stock performance analysis, product launch information, and market trend analysis."
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