Update UI components, add ThemeToggle, and modify enrollment, layout,…

[roshatron2]

… and inference pages

Summary

• This PR adds dark mode support to the speaker recognition webui, including:
• New theme toggle component that switches between light and dark modes
• Dark mode styling across all pages (Annotation, Enrollment, Inference, Speakers, InferLiveSimplified)
• Updated layout components: header, navigation, footer, statistics cards, tables, modals
• Configuration updates: Tailwind’s darkMode: 'class' and Vite proxy settings

Changes

• New files: ThemeToggle.tsx
• Modified files: 12 files updated with dark mode classes
• Styling: consistent dark theme using Tailwind utilities
• Functionality: theme context with persistent preference
• Covers new features, UI updates, configuration changes, benefits, and testing. Ready for review.

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[AnkushMalaker]

@roshatron2 hey man, had to review the other PR first as it came first. Looks like it addresses the same code. But as you noticed the main backend dark mode doesn't work well either. If possible please try to checkout main, and keep similar pattern to whats done for speaker recognition
Thanks