1Panel-dev/MaxKB — reverse-engineered prompt

Build me a self hosted web platform for creating enterprise style AI agents and knowledge base assistants. I want an admin dashboard where I can upload documents or point it at online docs to crawl, have the system split and index the content automatically, and then chat with an assistant that answers from that knowledge instead of making things up.

It should also let me design workflows for more complex tasks, connect tools through MCP, and make it easy to plug the assistant into existing business systems with minimal coding. Please support different model providers, including private local models and public APIs, and allow text, image, audio, and video input and output where possible.

Make it feel production ready, with a clean web UI, basic authentication, and a simple Docker based way to run it locally. If anything is unclear, check the current project docs online and fill in the sensible gaps.