The Android Support Package provides backward compatibility for Android features by including support libraries for using newer APIs on older Android versions. It allows features like fragments, viewpagers, notifications, sharing, and loaders to work across Android versions back to API level 4. Developers can import the support library to gain access to newer features without requiring the original API level. The support package is updated regularly and is available to download through the Android SDK manager.