cdtalley/DocuMind — reverse-engineered prompt

Build me a local first document research assistant called DocuMind. I want to run it on my own machine, connect it to Ollama, upload PDFs, Word docs, text files, or fetch an arXiv paper, then ask questions and get answers that are grounded in the documents.

Please make a simple web UI where I can check system status, choose a library like public or papers, search or ask a question, and see the answer with clear citations, source titles, section or page hints, and short previews of the evidence. It should also have an API for ingesting documents, listing them, deleting them, checking collection stats, and querying the knowledge base.

Use a persistent local vector store so indexed documents survive restarts. Include sensible configuration through environment variables, health checks, basic logging, tests, and Docker support so I can run the whole thing locally. Look up current docs online if you need to.