poojithdevan4D/Munshi ? reverse-engineered prompt

Build me a private AI assistant for an Indian Chartered Accountant office that runs completely on premise and never makes any internet calls.

I want staff to open it in a browser, upload client PDFs, and ask questions in plain English about GST returns, ITRs, audit reports, notices, and scanned documents. It should automatically detect scanned files, run OCR when needed, organize everything by client so one client’s data never mixes with another’s, and answer with clear source citations and relevance scores.

Please make the interface clean and professional, with a simple chat style and drag and drop upload. Use a local model for the answers, a vector database for search, and keep the whole thing easy to run on a Windows or Linux office server. If you need to look up current docs online for any setup details, do that. Also make it easy to extend later for things like GST notice reply drafting and reconciliation workflows.