diff --git a/docs/images/providers/factory_attribute_injections.png b/docs/images/providers/factory_attribute_injections.png
index 01273e8a..df963f0d 100644
Binary files a/docs/images/providers/factory_attribute_injections.png and b/docs/images/providers/factory_attribute_injections.png differ
diff --git a/docs/providers/factory.rst b/docs/providers/factory.rst
index 8bab4f5a..01e431e8 100644
--- a/docs/providers/factory.rst
+++ b/docs/providers/factory.rst
@@ -72,7 +72,7 @@ So, please, follow the example below:
 Factory providers and attribute injections
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-Example below shows how to create ``Factory`` of particular class with
+Example below shows how to create ``di.Factory`` of particular class with
 attribute injections. Those injections are done by setting specified attributes
 with injectable values right after object's creation.
 
diff --git a/examples/providers/factory_attribute_injections.py b/examples/providers/factory_attribute_injections.py
index 02a46d25..96792194 100644
--- a/examples/providers/factory_attribute_injections.py
+++ b/examples/providers/factory_attribute_injections.py
@@ -1,7 +1,6 @@
-"""`Factory` providers with attribute injections example."""
+"""`di.Factory` providers with attribute injections example."""
 
-from dependency_injector.providers import Factory
-from dependency_injector.injections import Attribute
+import dependency_injector as di
 
 
 class User(object):
@@ -24,11 +23,11 @@ class CreditCard(object):
     """Example class CreditCard."""
 
 # User, Photo and CreditCard factories:
-credit_cards_factory = Factory(CreditCard)
-photos_factory = Factory(Photo)
-users_factory = Factory(User,
-                        Attribute('main_photo', photos_factory),
-                        Attribute('credit_card', credit_cards_factory))
+credit_cards_factory = di.Factory(CreditCard)
+photos_factory = di.Factory(Photo)
+users_factory = di.Factory(User,
+                           di.Attribute('main_photo', photos_factory),
+                           di.Attribute('credit_card', credit_cards_factory))
 
 # Creating several User objects:
 user1 = users_factory()