diff --git a/docs/providers.rst b/docs/providers.rst
index b1c628a749..127ced1d45 100644
--- a/docs/providers.rst
+++ b/docs/providers.rst
@@ -382,8 +382,13 @@ AsyncHTTPProvider
 
     .. code-block:: python
 
-        >>> from web3 import Web3
-        >>> w3 = Web3(Web3.AsyncHTTPProvider("http://127.0.0.1:8545"))
+        >>> from web3 import Web3, AsyncHTTPProvider
+        >>> from web3.eth import AsyncEth
+        >>> from web3.net import AsyncNet
+
+        >>> w3 = Web3(AsyncHTTPProvider("http://127.0.0.1:8545"),
+        ...           modules={'eth', (AsyncEth,), 'net': (AsyncNet,)},
+        ...           middlewares=[])  # See supported middleware section below for middleware options
 
     Under the hood, the ``AsyncHTTPProvider`` uses the python
     `aiohttp <https://docs.aiohttp.org/en/stable/>`_ library for making requests.
diff --git a/newsfragments/2123.docs.rst b/newsfragments/2123.docs.rst
new file mode 100644
index 0000000000..6dabe7ebbd
--- /dev/null
+++ b/newsfragments/2123.docs.rst
@@ -0,0 +1 @@
+Update AsyncHTTPProvider doc example to include modules and middlewares keyword arguments