Fix SDK docs rendering with proper directory structure and links

[strickvl]

This PR addresses the issue with the SDK documentation where clicking sidebar links would take users to a directory index page instead of directly to the content page.

Changes Made

1. Bumped MkDocs and related packages to latest versions:

   • mkdocs: ^1.2.3 → ^1.6.1
   • mkdocs-material: ^8.1.7 → 9.6.5
   • mkdocs-awesome-pages-plugin: ^2.6.1 → 2.10.1
   • mkdocstrings: ^0.17.0 → ^0.28.1 (with Python extras)
   • mike: ^1.1.2 → 2.1.3

2. Fixed capitalization in API docs title ('Api' → 'API')

3. Improved docs structure and navigation:

   • Updated to create a proper directory structure with index.md files
   • Modified link generation to point directly to index.md files
   • Set in MkDocs configuration

Previous Issue

When clicking a link in the sidebar, users would be taken to a directory listing page, requiring an additional click to reach the actual content.

Fixed Behavior

Links in the sidebar now take users directly to the content pages without requiring extra clicks.

Testing

Locally generated and tested the documentation site to verify that links work correctly.

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[htahir1]

if it works im happy