docs: Enhance MkDocs configuration with advanced features and styling

- Upgrade MkDocs Material theme with modern navigation and UI features
- Add comprehensive markdown extensions and plugin configurations
- Introduce new JavaScript and CSS for improved documentation experience
- Update documentation requirements with latest plugin versions
- Implement dark mode enhancements and code block improvements
- Expand navigation structure and add new documentation sections

.gitignore

@@ -31,7 +31,7 @@ wheels/
 venv/
 ENV/
 env/
-
+.venv/
 # Logs
 logs
 *.log
@@ -89,4 +89,6 @@ __pycache__/
 *.py[cod]
 *$py.class
 
-models/
+models/
+
+*.code-workspace