diff --git a/sdk/core/azure-core/HISTORY.md b/sdk/core/azure-core/HISTORY.md
index aefe1cdfce9f..bf36d12524d5 100644
--- a/sdk/core/azure-core/HISTORY.md
+++ b/sdk/core/azure-core/HISTORY.md
@@ -7,6 +7,7 @@
 
 ### Bug fixes
 
+- Fix AsyncioRequestsTransport if input stream is an async generator  #7743
 - Fix form-data with aiohttp transport  #7749
 
 ## 2019-10-07 Version 1.0.0b4
diff --git a/sdk/core/azure-core/azure/core/pipeline/transport/requests_asyncio.py b/sdk/core/azure-core/azure/core/pipeline/transport/requests_asyncio.py
index 2d237d69774f..6f0a9c2a833c 100644
--- a/sdk/core/azure-core/azure/core/pipeline/transport/requests_asyncio.py
+++ b/sdk/core/azure-core/azure/core/pipeline/transport/requests_asyncio.py
@@ -102,6 +102,16 @@ async def send(self, request: HttpRequest, **kwargs: Any) -> AsyncHttpResponse:
         loop = kwargs.get("loop", _get_running_loop())
         response = None
         error = None # type: Optional[Union[ServiceRequestError, ServiceResponseError]]
+        if hasattr(request.data, '__aiter__'):
+            # Need to consume that async generator, since requests can't do anything with it
+            # That's not ideal, but a list is our only choice. Memory not optimal here,
+            # but providing an async generator to a requests based transport is not optimal too
+            new_data = []
+            async for part in request.data:
+                new_data.append(part)
+            data_to_send = iter(new_data)
+        else:
+            data_to_send = request.data
         try:
             response = await loop.run_in_executor(
                 None,
@@ -110,7 +120,7 @@ async def send(self, request: HttpRequest, **kwargs: Any) -> AsyncHttpResponse:
                     request.method,
                     request.url,
                     headers=request.headers,
-                    data=request.data,
+                    data=data_to_send,
                     files=request.files,
                     verify=kwargs.pop('connection_verify', self.connection_config.verify),
                     timeout=kwargs.pop('connection_timeout', self.connection_config.timeout),
diff --git a/sdk/core/azure-core/tests/azure_core_asynctests/test_request_asyncio.py b/sdk/core/azure-core/tests/azure_core_asynctests/test_request_asyncio.py
new file mode 100644
index 000000000000..666bdd39276e
--- /dev/null
+++ b/sdk/core/azure-core/tests/azure_core_asynctests/test_request_asyncio.py
@@ -0,0 +1,40 @@
+# -------------------------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See LICENSE.txt in the project root for
+# license information.
+# -------------------------------------------------------------------------
+import json
+
+from azure.core.pipeline.transport import AsyncioRequestsTransport, HttpRequest
+
+import pytest
+
+
+@pytest.mark.asyncio
+async def test_async_gen_data():
+    transport = AsyncioRequestsTransport()
+
+    class AsyncGen:
+        def __init__(self):
+            self._range = iter([b"azerty"])
+
+        def __aiter__(self):
+            return self
+
+        async def __anext__(self):
+            try:
+                return next(self._range)
+            except StopIteration:
+                raise StopAsyncIteration
+
+    req = HttpRequest('GET', 'http://httpbin.org/post', data=AsyncGen())
+
+    await transport.send(req)
+
+@pytest.mark.asyncio
+async def test_send_data():
+    transport = AsyncioRequestsTransport()
+    req = HttpRequest('PUT', 'http://httpbin.org/anything', data=b"azerty")
+    response = await transport.send(req)
+
+    assert json.loads(response.text())['data'] == "azerty"
\ No newline at end of file