Feature/att 46 modify scripts to sync local db with cloud

[wajd-mariam]

Description

Added logic to handle DB sync issue gracefully without exceeding maximum allowed of daily write quota requests on Firebase

Fixes # (issue)

Type of change

Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

How Has This Been Tested?

Future testing will be implemented.

Checklist:

• My code follows the style guidelines of this project
• I have performed a self-review of my code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes

[linear]

ATT-46 Embed ML Model

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Project	Deployment	Actions	Updated (UTC)
attention-agent	Ready	Preview, Comment	Feb 9, 2026 11:17pm