Seamless Update Handoff and SQLite State

[nathfavour]

This PR introduces: 1) SQLite-backed state persistence in internal/context. 2) State serialization/restoration in the chat UI. 3) Seamless process handoff via syscall.Exec after binary updates, ensuring the application immediately reflects the new version without losing user state.

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