Implement shadcn/ui + Tailwind CSS UI layer

- Design token system via CSS custom properties (light/dark mode)
- Theme context hook + ThemeToggle component
- AppShell + collapsible Sidebar replace inline Nav
- LoginPage redesigned: two-column grid with hero panel
- shadcn/ui Button and Input components
- Tailwind config wired to CSS variable tokens
- All pages de-Nav'd; PrivateRoute/AdminRoute wrap with AppShell
- TypeScript passes clean (npm run typecheck)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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## What it is
React 18 + TypeScript + Vite SPA. In dev it runs on port `5173` and proxies `/api/*` to `backend:8000`. In prod it is served by nginx on port `80`.
React 18 + TypeScript + Vite SPA styled with **shadcn/ui** (Radix primitives) and **Tailwind CSS v3**. Design tokens are CSS custom properties supporting light/dark themes. In dev it runs on port `5173` and proxies `/api/*` to `backend:8000`. In prod it is served by nginx on port `80`.
All API calls go through `src/api/client.ts` (single Axios instance, JWT injected via request interceptor from `localStorage`).
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---
## Component inventory
| Component | Path | Description |
|-----------|------|-------------|
| `AppShell` | `src/components/AppShell.tsx` | Layout wrapper: Sidebar + scrollable main content |
| `Sidebar` | `src/components/Sidebar.tsx` | Collapsible left nav (icons-only ↔ icons+labels) |
| `ThemeToggle` | `src/components/ThemeToggle.tsx` | Sun/moon ghost icon button; persists to localStorage |
| `Button` | `src/components/ui/button.tsx` | shadcn/ui Button (default, ghost, outline, destructive) |
| `Input` | `src/components/ui/input.tsx` | shadcn/ui Input |
## Known limitations / not implemented
- **JWT in `localStorage`** — XSS risk; migrate to `httpOnly` cookie when backend supports it
- **No toast / notification system** — errors shown inline; success is silent
- **No loading skeletons** — "Loading…" text only
- **No UI component library** — raw inline styles throughout; shadcn/ui + Tailwind CSS adoption in progress
- **No group/sharing UI** — blocked on backend groups system
- **No app permission UI** — all apps visible to all authenticated users
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## Future work
- [x] UI component library: shadcn/ui + Tailwind CSS confirmed
- [x] UI component library: shadcn/ui + Tailwind CSS — installed and wired up
- [x] AppShell + Sidebar replacing inline Nav component
- [x] Light/dark theme context with OS preference detection
- [ ] Toast notification system (upload success, save feedback, errors)
- [ ] Loading skeletons
- [ ] `POST /queue/jobs` integration — show AI processing queue status / progress per document