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Close [AI-260](https://linear.app/affine-design/issue/AI-260) <!-- This is an auto-generated comment: release notes by coderabbit.ai --> ## Summary by CodeRabbit * **New Features** * Added theme support to AI chat and message components, enabling dynamic theming based on the current app theme. * Introduced a reactive theme signal to the theme service for improved theme handling. * Integrated notification and theme services across various AI chat, playground, and message components for consistent user experience. * **Refactor** * Simplified component APIs by removing dependencies on editor host and related properties across AI chat, message, and tool components. * Centralized and streamlined clipboard and markdown conversion utilities, reducing external dependencies. * Standardized the interface for context file addition and improved type usage for better consistency. * Reworked notification service to a class-based implementation for improved encapsulation. * Updated AI chat components to use injected notification and theme services instead of host-based retrieval. * **Bug Fixes** * Improved reliability of copy and notification actions by decoupling them from editor host dependencies. * **Chores** * Updated and cleaned up internal imports and removed unused properties to enhance maintainability. * Added test IDs for sidebar close button to improve test reliability. * Updated test prompts in end-to-end tests for consistency. <!-- end of auto-generated comment: release notes by coderabbit.ai -->
BlockSuite Framework
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