diff --git a/django/core/cache/__init__.py b/django/core/cache/__init__.py
index 349ea86480..a6b956fdf2 100644
--- a/django/core/cache/__init__.py
+++ b/django/core/cache/__init__.py
@@ -22,7 +22,7 @@ from django.core.cache.backends.base import (
 from django.utils.module_loading import import_string
 
 __all__ = [
-    'cache', 'DEFAULT_CACHE_ALIAS', 'InvalidCacheBackendError',
+    'cache', 'caches', 'DEFAULT_CACHE_ALIAS', 'InvalidCacheBackendError',
     'CacheKeyWarning', 'BaseCache',
 ]