feat: Adding dark mode, cleaning the UI a small bit, adding a link to the API documentation, and linting the code. (#2182)

# What does this PR do?

This PR adds a few enhancements:
- Dark mode 
- A dark mode icon
- Adds a link to the API documentation
- Adds prettier and a linter to the code 
- Aligning the default text
- Linted the code 

## Before:
![Screenshot 2025-05-15 at 3 57
15 PM](https://github.com/user-attachments/assets/996db083-4a4f-4683-a2b4-e7c09de96135)

## After (dark mode):
![Screenshot 2025-05-15 at 3 57
50 PM](https://github.com/user-attachments/assets/9d45d26b-2449-4a5f-813e-29e07e94b793)

[//]: # (If resolving an issue, uncomment and update the line below)
[//]: # (Closes #[issue-number])

## Test Plan
[Describe the tests you ran to verify your changes with result
summaries. *Provide clear instructions so the plan can be easily
re-executed.*]

[//]: # (## Documentation)


Related to https://github.com/meta-llama/llama-stack/issues/2085

---------

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>

llama_stack/ui/components/ui/theme-provider.tsx

@@ -0,0 +1,11 @@
+"use client";
+
+import * as React from "react";
+import { ThemeProvider as NextThemesProvider } from "next-themes";
+
+export function ThemeProvider({
+  children,
+  ...props
+}: React.ComponentProps<typeof NextThemesProvider>) {
+  return <NextThemesProvider {...props}>{children}</NextThemesProvider>;
+}