I have the iPad 11 Pro M4 base model (8GB Ram, 9 core cpu) and I downloaded Google AI Edge Gallery to try out Gemma in offline mode. On my phone I used Gemma 4 E2B and on the iPad I used E4B. Then I enabled thinking mode and upped the context size to 12,000.

There is literally nothing I would expect from an AI model* that it can't do, and it can do it offline, purely local.

(*) Except that app is very limited. First of all, it only runs in iPhone mode, which isn't tragic. But it doesn't have a very good chat history, and every time I want to chat it makes me choose a model. But more importantly, it doesn't have anything like skills integrated into the chat (skills are a separate part of the app), tool calling (which I know is a stretch on an iPad) or, more importantly, the ability to integrate with things like an editor, Markdown viewer or etc. I'm not griping about the app, even the name makes it clear this is a way to preview the latest capabilities.

Is there a good app that let's you have more of a Claude Desktop experience, where you can work with files, integrate with other apps on the iPad, and possibly even be productive (like with Cowork)?