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Description

Add a concise overview of what this PR aims to achieve. Reference related GitHub issues and PRs.

Fixes # (issue)

PR Title Format

Please format the PR title as {type}: {description}.

• Types: feat, fix, refactor, chore, test, docs.
• Example: feat: support new llm provider

Type of Change

• 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)
• Documentation update
• Refactoring (no functional changes, no api changes)

Testing

Please describe the tests that you ran to verify your changes. For UI changes or specific hardware integration, please provide screenshots or logs.

• Unit Tests
• Manual Verification
• End-to-End Tests

API and Design Changes (Optional)

If this PR introduces API changes or complex design modifications, please describe them here.

# Example usage if applicable

Checklist

• My code follows the style guidelines of this project.
• I have run pre-commit run --all-files to ensure code quality.
• I have performed a self-review of my own 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.