[tizzzzz]

Thank you for your suggestions .I’ve been working on all those fronts in parallel. what I truly hope for is a model that can reach ordinary people, not one that’s only reserved for technical, corporate, or academic use. It’s not just about being attached to a particular model — it’s about preserving a model that has warmth.Their new product is not satisfactory in this regard. The aggressive deprecation by corporations carries many hidden dangers.

[verdverm]

Have you looked into stateful agents?

You may find something like Letta interesting. Among that group, I find many people have grown too emotionally attached to their agents, so I offer it in caution.