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The paper introduces FiMI Banking, a sovereign conversational AI model for Indian retail banking, trained using preference optimization and reinforcement learning to enhance safe behavior and tool-use performance within regulatory constraints.
The author is working on a Credit Underwriting AI Agent and is seeking open-source on-premise approaches to extract structured transaction tables from diverse Indian bank statement PDFs, facing challenges with layout variations and needing reliable extraction methods.