IuriGom/muccheai-v3 — reverse-engineered prompt

Build me a self hosted privacy first AI assistant that runs locally in Rust and opens in the browser at localhost. I want users to log in with their own accounts, keep chats, memories, uploaded files, and settings separate, and store secrets like provider keys encrypted.

The chat should feel real time, support file uploads for PDF, DOCX, and text, voice input in the browser, searchable memories, and fallback between local Ollama and external AI providers if one fails. If research mode might send chat history to an outside provider, ask for clear confirmation first.

Include a setup wizard for first run, with AI provider setup, security choices, encrypted storage, a default admin user, and a duress PIN option that shows a fake empty account and wipes that user’s data if used. Add a sandboxed plugin system for small WASM tools with clear permissions, plus basic commands for setup, running, updating, and plugin install. Look up current Rust docs online if you need to.