ideax032/pdfgpt ? reverse-engineered prompt

Build me a local PDF question answering app where I can upload one or more PDF files, index them, and then chat with the documents in a simple web interface. I want the answers to be grounded in the uploaded pages, with clear citations showing the exact file name and page number for every response, so I can trust where the information came from.

Please make it privacy friendly and run the model locally if possible, so my documents do not need to be sent to a cloud service. The app should do smart search over the PDFs, find the most relevant sections, and give accurate answers instead of making things up. It would be great if it can show ingestion progress, handle tables and layout reasonably well, and let me keep asking follow up questions like a normal chat. If you need to look up current docs online for the libraries or setup, go ahead.