Feature: Persist AI Shell chat history between sessions

Feature request AI Shell chat history is lost when the app is closed or the tab is closed. Users who run queries and table creations via the AI Shell have no way to review what was done in previous sessions.

Expected behavior Chat history should be persisted per connection (or globally) so users can review previous AI conversations, the queries generated, and the context behind them.

Additional context Reported via support by a paid user. The current documentation acknowledges this limitation. A common use case is auditing what queries were generated and executed in past sessions.