My experience.

It is immediately better than Afforia, but slightly worse than LMNotebook.

Local use:

I use GPT4ALL and generate answers quickly and easily with various local models (LLAMA etc.).
With Socrates, the speed collapses, i.e. I receive output in slow motion, which is not usable for me and also not comprehensible with the same hardware and prompt used. But it's still a beta ;-)

Online use:

Very fast and if you don't want to use Google, Afforia or other beishers, a very good solution for querying documents.

Pros:
Everything works and I think the desktop app is great, keep it up!

Con:
I have several documents on my laptop trained as a chat for an “online” chat via the app. I also used the Deep function for these documents.

Now I wanted to continue editing on my desktop computer, but unfortunately, despite having an identical account (Tier2), I don't have access to the chats that have already been created, so of course I don't have access to the trained data either.

If I want to continue my work on the desktop, I would not only have to create everything again, but also pay for a deep training again. Since I had already spent 750 documents on my laptop, I would have to spend the same amount again just to be able to work with the same data.

Hmmm? Not good.