OSGi provides a module system for Java applications by treating JAR files as bundles with additional metadata specifying things like name, version, dependencies, and exports/imports. This allows for greater modularity by resolving dependencies and supporting side-by-side versions. Components in OSGi are bundles that can be dynamically installed, updated, and uninstalled. Annotations and services allow bundles to be configured and discover other bundles at runtime.