diff --git a/docs/images/providers/singleton.png b/docs/images/providers/singleton.png
deleted file mode 100644
index 06e8996f..00000000
Binary files a/docs/images/providers/singleton.png and /dev/null differ
diff --git a/docs/providers/factory.rst b/docs/providers/factory.rst
index 7708f25e..6050b530 100644
--- a/docs/providers/factory.rst
+++ b/docs/providers/factory.rst
@@ -1,5 +1,7 @@
+.. _factory-provider:
+
 Factory provider
-----------------
+================
 
 .. meta::
    :keywords: Python,DI,Dependency injection,IoC,Inversion of Control,Factory,Abstract Factory,
@@ -100,6 +102,8 @@ attribute of the provider that you're going to inject.
 
 .. note:: Any provider has a ``.provider`` attribute.
 
+.. _factory-specialize-provided-type:
+
 Specializing the provided type
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -112,6 +116,8 @@ class attribute.
    :lines: 3-
    :emphasize-lines: 12-14
 
+.. _abstract-factory:
+
 Abstract factory
 ~~~~~~~~~~~~~~~~
 
diff --git a/docs/providers/singleton.rst b/docs/providers/singleton.rst
index f479770f..e8fe4452 100644
--- a/docs/providers/singleton.rst
+++ b/docs/providers/singleton.rst
@@ -1,111 +1,100 @@
-Singleton providers
--------------------
+Singleton provider
+------------------
+
+.. meta::
+   :keywords: Python,DI,Dependency injection,IoC,Inversion of Control,Singleton,Pattern,Example,
+              Threads,Multithreading,Scoped
+   :description: Singleton provider helps to provide a single object. This page
+                 demonstrates how to use a Singleton provider. It also provides the example
+                 of using a singleton and thread locals singleton in the multi-threaded
+                 environment.
 
 .. currentmodule:: dependency_injector.providers
 
-:py:class:`Singleton` provider creates new instance of specified class on 
-first call and returns same instance on every next call.
-
-Example:
-
-.. image:: /images/providers/singleton.png
-    :width: 80%
-    :align: center
+:py:class:`Singleton` provider provides single object. It memorizes the first created object and
+returns it on the rest of the calls.
 
 .. literalinclude:: ../../examples/providers/singleton.py
    :language: python
+   :lines: 3-
 
-Singleton providers resetting
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-Created and memorized by :py:class:`Singleton` instance can be reset. Reset of
-:py:class:`Singleton`'s memorized instance is done by clearing reference to 
-it. Further lifecycle of memorized instance is out of :py:class:`Singleton` 
-provider's control and depends on garbage collection strategy.
-
-Example:
-
-.. literalinclude:: ../../examples/providers/singleton_resetting.py
-   :language: python
-
-Singleton providers and injections
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-:py:class:`Singleton` provider has same interface as :py:class:`Factory` 
-provider, so, all of the rules about injections are the same, as for 
-:py:class:`Factory` provider.
+``Singleton`` provider handles an injection of the dependencies the same way like a
+:ref:`factory-provider`.
 
 .. note::
 
-    Due that :py:class:`Singleton` provider creates specified class instance 
-    only on the first call, all injections are done once, during the first 
-    call. Every next call, while instance has been already created 
-    and memorized, no injections are done, :py:class:`Singleton` provider just 
-    returns memorized earlier instance.
+   ``Singleton`` provider does dependencies injection only when creates the object. When the object
+   is created and memorized ``Singleton`` provider just returns it without applying the injections.
 
-    This may cause some problems, for example, in case of trying to bind
-    :py:class:`Factory` provider with :py:class:`Singleton` provider (provided 
-    by dependent :py:class:`Factory` instance will be injected only once, 
-    during the first call). Be aware that such behaviour was made with opened 
-    eyes and is not a bug.
+Specialization of the provided type and abstract singletons work the same like like for the
+factories:
 
-    By the way, in such case, :py:class:`Delegate` or 
-    :py:class:`DelegatedSingleton` provider can be useful 
-    . It makes possible to inject providers *as is*. Please check out 
-    `Singleton providers delegation`_ section.
+- :ref:`factory-specialize-provided-type`
+- :ref:`abstract-factory`
 
-Singleton providers delegation
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+Resetting memorized object
+~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-:py:class:`Singleton` provider could be delegated to any other provider via 
-any kind of injection. 
+To reset a memorized object you need to call the ``.reset()`` method of the ``Singleton``
+provider.
 
-Delegation of :py:class:`Singleton` providers is the same as 
-:py:class:`Factory` providers delegation, please follow 
-:ref:`factory_providers_delegation` section for examples (with exception 
-of using :py:class:`DelegatedSingleton` instead of
-:py:class:`DelegatedFactory`).
+.. literalinclude:: ../../examples/providers/singleton_resetting.py
+   :language: python
+   :lines: 3-
+   :emphasize-lines: 14
 
-Singleton providers specialization
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+.. note::
+   Resetting of the memorized object clears the reference to it. Further object's lifecycle is
+   managed by the garbage collector.
 
-:py:class:`Singleton` provider could be specialized for any kind of needs via 
-declaring its subclasses. 
+Using singleton with multiple threads
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-Specialization of :py:class:`Singleton` providers is the same as 
-:py:class:`Factory` providers specialization, please follow 
-:ref:`factory_providers_specialization` section for examples.
+``Singleton`` provider is NOT thread-safe. You need to explicitly establish a synchronization for
+using the ``Singleton`` provider in the multi-threading application. Otherwise you could trap
+into the race condition problem: ``Singleton`` will create multiple objects.
 
-Abstract singleton providers
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+There are two thread-safe singleton implementations out of the box:
 
-:py:class:`AbstractSingleton` provider is a :py:class:`Singleton` provider that
-must be explicitly overridden before calling.
-
-Behaviour of :py:class:`AbstractSingleton` providers is the same as of
-:py:class:`AbstractFactory`, please follow :ref:`abstract_factory_providers`
-section for examples (with exception of using :py:class:`AbstractSingleton`
-provider instead of :py:class:`AbstractFactory`).
-
-Singleton providers and multi-threading
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-:py:class:`Singleton` provider is NOT thread-safe and should be used in  
-multi-threading applications with manually controlled locking.
-
-:py:class:`ThreadSafeSingleton` is a thread-safe version of 
-:py:class:`Singleton` and could be used in multi-threading applications 
-without any additional locking.
-
-Also there could be a need to use thread-scoped singletons and there is a 
-special provider for such case - :py:class:`ThreadLocalSingleton`.
-:py:class:`ThreadLocalSingleton` provider creates instance once for each 
-thread and returns it on every call.
-
-Example:
++ :py:class:`ThreadSafeSingleton` - is a thread-safe version of a ``Singleton`` provider. You can use
+  in multi-threading applications without additional synchronization.
++ :py:class:`ThreadLocalSingleton` - is a singleton provider that uses thread-locals as a storage.
+  This type of singleton will manage multiple objects - the one object for the one thread.
 
 .. literalinclude:: ../../examples/providers/singleton_thread_locals.py
    :language: python
+   :lines: 3-
+   :emphasize-lines: 11,12
 
+Implementing scopes
+~~~~~~~~~~~~~~~~~~~
+
+To implement a scoped singleton provider use a ``Singleton`` provider and reset its scope when
+needed.
+
+.. literalinclude:: ../../examples/providers/singleton_scoped.py
+   :language: python
+   :lines: 3-
+
+The output should look like this (each request a ``Service`` object has a different address):
+
+.. code-block::
+
+    * Serving Flask app "singleton_scoped" (lazy loading)
+    * Environment: production
+      WARNING: This is a development server. Do not use it in a production deployment.
+      Use a production WSGI server instead.
+    * Debug mode: off
+    * Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)
+   <__main__.Service object at 0x1099a9d90>
+   127.0.0.1 - - [25/Aug/2020 17:33:11] "GET / HTTP/1.1" 200 -
+   <__main__.Service object at 0x1099a9cd0>
+   127.0.0.1 - - [25/Aug/2020 17:33:17] "GET / HTTP/1.1" 200 -
+   <__main__.Service object at 0x1099a9d00>
+   127.0.0.1 - - [25/Aug/2020 17:33:18] "GET / HTTP/1.1" 200 -
+   <__main__.Service object at 0x1099a9e50>
+   127.0.0.1 - - [25/Aug/2020 17:33:18] "GET / HTTP/1.1" 200 -
+   <__main__.Service object at 0x1099a9d90>
+   127.0.0.1 - - [25/Aug/2020 17:33:18] "GET / HTTP/1.1" 200 -
 
 .. disqus::
diff --git a/examples/providers/factory.py b/examples/providers/factory.py
index 33453dd3..c83ded02 100644
--- a/examples/providers/factory.py
+++ b/examples/providers/factory.py
@@ -1,4 +1,4 @@
-"""`Factory` providers example."""
+"""`Factory` provider example."""
 
 from dependency_injector import providers
 
diff --git a/examples/providers/factory_delegation.py b/examples/providers/factory_delegation.py
index f6bc02d1..00f3fec5 100644
--- a/examples/providers/factory_delegation.py
+++ b/examples/providers/factory_delegation.py
@@ -1,4 +1,4 @@
-"""`Factory` providers delegation example."""
+"""`Factory` provider delegation example."""
 
 from typing import Callable, List
 
diff --git a/examples/providers/factory_init_injections.py b/examples/providers/factory_init_injections.py
index 682ace80..d720edb6 100644
--- a/examples/providers/factory_init_injections.py
+++ b/examples/providers/factory_init_injections.py
@@ -1,4 +1,4 @@
-"""`Factory` providers init injections example."""
+"""`Factory` provider init injections example."""
 
 from dependency_injector import providers
 
diff --git a/examples/providers/factory_init_injections_underlying.py b/examples/providers/factory_init_injections_underlying.py
index cf49388e..5c9f196f 100644
--- a/examples/providers/factory_init_injections_underlying.py
+++ b/examples/providers/factory_init_injections_underlying.py
@@ -1,4 +1,4 @@
-"""`Factory` providers - building a complex object graph with deep init injections example."""
+"""`Factory` provider - passing injections to the underlying providers example."""
 
 from dependency_injector import providers
 
diff --git a/examples/providers/singleton.py b/examples/providers/singleton.py
index 97fe5c02..9e94b76c 100644
--- a/examples/providers/singleton.py
+++ b/examples/providers/singleton.py
@@ -1,19 +1,16 @@
-"""`Singleton` providers example."""
+"""`Singleton` provider example."""
 
-import collections
-
-import dependency_injector.providers as providers
+from dependency_injector import providers
 
 
-UsersService = collections.namedtuple('UsersService', [])
+class UserService:
+    ...
 
-# Singleton provider creates new instance of specified class on first call
-# and returns same instance on every next call.
-users_service_provider = providers.Singleton(UsersService)
 
-# Retrieving several UserService objects:
-users_service1 = users_service_provider()
-users_service2 = users_service_provider()
+user_service_provider = providers.Singleton(UserService)
 
-# Making some asserts:
-assert users_service1 is users_service2
+
+if __name__ == '__main__':
+    user_service1 = user_service_provider()
+    user_service2 = user_service_provider()
+    assert user_service1 is user_service2
diff --git a/examples/providers/singleton_provided_type.py b/examples/providers/singleton_provided_type.py
deleted file mode 100644
index 1402fd5c..00000000
--- a/examples/providers/singleton_provided_type.py
+++ /dev/null
@@ -1,35 +0,0 @@
-"""`Singleton` specialization for limitation to provided type example."""
-
-import dependency_injector.providers as providers
-import dependency_injector.errors as errors
-
-
-class BaseService:
-    """Base service class."""
-
-
-class UsersService(BaseService):
-    """Users service."""
-
-
-class PhotosService(BaseService):
-    """Photos service."""
-
-
-class ServiceProvider(providers.Singleton):
-    """Service provider."""
-
-    provided_type = BaseService
-
-
-# Creating several service providers with BaseService instances:
-users_service_provider = ServiceProvider(UsersService)
-photos_service_provider = ServiceProvider(PhotosService)
-
-# Trying to create service provider with not a BaseService instance:
-try:
-    some_service_provider = ServiceProvider(object)
-except errors.Error as exception:
-    print(exception)
-    # <class '__main__.ServiceProvider'> can provide only
-    # <class '__main__.BaseService'> instances
diff --git a/examples/providers/singleton_resetting.py b/examples/providers/singleton_resetting.py
index 8fe2f5a7..edec0594 100644
--- a/examples/providers/singleton_resetting.py
+++ b/examples/providers/singleton_resetting.py
@@ -1,27 +1,19 @@
-"""`Singleton` providers resetting example."""
+"""`Singleton` provider resetting example."""
 
-import collections
-
-import dependency_injector.providers as providers
+from dependency_injector import providers
 
 
-UsersService = collections.namedtuple('UsersService', [])
+class UserService:
+    ...
 
-# Users service singleton provider:
-users_service_provider = providers.Singleton(UsersService)
 
-# Retrieving several UsersService objects:
-users_service1 = users_service_provider()
-users_service2 = users_service_provider()
+user_service_provider = providers.Singleton(UserService)
 
-# Making some asserts:
-assert users_service1 is users_service2
 
-# Resetting of memorized instance:
-users_service_provider.reset()
+if __name__ == '__main__':
+    user_service1 = user_service_provider()
 
-# Retrieving one more UserService object:
-users_service3 = users_service_provider()
+    user_service_provider.reset()
 
-# Making some asserts:
-assert users_service3 is not users_service1
+    users_service2 = user_service_provider()
+    assert users_service2 is not user_service1
diff --git a/examples/providers/singleton_scoped.py b/examples/providers/singleton_scoped.py
new file mode 100644
index 00000000..3ab27beb
--- /dev/null
+++ b/examples/providers/singleton_scoped.py
@@ -0,0 +1,32 @@
+"""`Singleton` - flask request scope example."""
+
+from dependency_injector import providers
+from flask import Flask
+
+
+class Service:
+    ...
+
+
+service_provider = providers.Singleton(Service)
+
+
+def index_view():
+    service_1 = service_provider()
+    service_2 = service_provider()
+    assert service_1 is service_2
+    print(service_1)
+    return 'Hello  World!'
+
+
+def teardown_context(request):
+    service_provider.reset()
+    return request
+
+
+app = Flask(__name__)
+app.add_url_rule('/', 'index', view_func=index_view)
+app.after_request(teardown_context)
+
+if __name__ == '__main__':
+    app.run()
diff --git a/examples/providers/singleton_thread_locals.py b/examples/providers/singleton_thread_locals.py
index 7c1a0aa3..83325559 100644
--- a/examples/providers/singleton_thread_locals.py
+++ b/examples/providers/singleton_thread_locals.py
@@ -1,53 +1,42 @@
-"""`ThreadLocalSingleton` providers example."""
+"""`ThreadLocalSingleton` provider example."""
 
 import threading
 import queue
 
-import dependency_injector.providers as providers
+from dependency_injector import providers
 
 
-def example(example_object, queue_object):
-    """Put provided object in the provided queue."""
+def put_in_queue(example_object, queue_object):
     queue_object.put(example_object)
 
 
-# Create thread-local singleton provider for some object (main thread):
 thread_local_object = providers.ThreadLocalSingleton(object)
-
-# Create singleton provider for thread-safe queue:
-queue_factory = providers.ThreadSafeSingleton(queue.Queue)
-
-# Create callable provider for example(), inject dependencies:
-example = providers.DelegatedCallable(
-    example,
+queue_provider = providers.ThreadSafeSingleton(queue.Queue)
+put_in_queue = providers.Callable(
+    put_in_queue,
     example_object=thread_local_object,
-    queue_object=queue_factory,
+    queue_object=queue_provider,
+)
+thread_factory = providers.Factory(
+    threading.Thread,
+    target=put_in_queue.provider,
 )
 
-# Create factory for threads that are targeted to execute example():
-thread_factory = providers.Factory(threading.Thread, target=example)
 
 if __name__ == '__main__':
-    # Create 10 threads for concurrent execution of example():
     threads = []
     for thread_number in range(10):
         threads.append(
             thread_factory(name='Thread{0}'.format(thread_number)),
         )
-
-    # Start execution of all created threads:
     for thread in threads:
         thread.start()
-
-    # Wait while threads would complete their work:
     for thread in threads:
         thread.join()
 
-    # Making some asserts (main thread):
     all_objects = set()
-
-    while not queue_factory().empty():
-        all_objects.add(queue_factory().get())
+    while not queue_provider().empty():
+        all_objects.add(queue_provider().get())
 
     assert len(all_objects) == len(threads)
     # Queue contains same number of objects as number of threads where