diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..9b38853
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,7 @@
+{
+    "python.testing.pytestArgs": [
+        "tests"
+    ],
+    "python.testing.unittestEnabled": false,
+    "python.testing.pytestEnabled": true
+}
\ No newline at end of file
diff --git a/README.md b/README.md
index 3f17748..c9a5a86 100644
--- a/README.md
+++ b/README.md
@@ -42,6 +42,11 @@ loop = asyncio.get_event_loop()
 loop.run_until_complete(run_example())
 ```
 
+Or with Redis as cache backend:
+
+```python
+client = CachingClient(client, cache=AsyncRedisCache())
+```
 
 **Documentation:**
 
diff --git a/gen_sync.py b/gen_sync.py
index a33e456..4af277d 100644
--- a/gen_sync.py
+++ b/gen_sync.py
@@ -20,6 +20,7 @@
             additional_replacements={
                 "AsyncBaseTransport": "BaseTransport",
                 "AsyncHTTPTransport": "HTTPTransport",
+                "AsyncRedisCache": "SyncRedisCache",
                 "async_client": "client",
                 "AsyncClient": "Client",
                 "make_async_client": "make_client",
diff --git a/httpx_caching/__init__.py b/httpx_caching/__init__.py
index c459097..ff26612 100644
--- a/httpx_caching/__init__.py
+++ b/httpx_caching/__init__.py
@@ -1,6 +1,8 @@
 from httpx_caching._async._cache import AsyncDictCache
+from httpx_caching._async._cache_redis import AsyncRedisCache
 from httpx_caching._async._transport import AsyncCachingTransport
 from httpx_caching._sync._cache import SyncDictCache
+from httpx_caching._sync._cache_redis import SyncRedisCache
 from httpx_caching._sync._transport import SyncCachingTransport
 from httpx_caching._wrapper import CachingClient
 
@@ -15,7 +17,9 @@
     "SyncCachingTransport",
     "CachingClient",
     "AsyncDictCache",
+    "AsyncRedisCache",
     "SyncDictCache",
+    "SyncRedisCache",
     "ExpiresAfterHeuristic",
     "LastModifiedHeuristic",
     "OneDayCacheHeuristic",
diff --git a/httpx_caching/_async/_cache_redis.py b/httpx_caching/_async/_cache_redis.py
new file mode 100644
index 0000000..1cf6f0a
--- /dev/null
+++ b/httpx_caching/_async/_cache_redis.py
@@ -0,0 +1,34 @@
+from typing import Optional, Tuple
+import redis.asyncio as redis
+from httpx_caching._models import Response
+from httpx_caching._serializer import Serializer
+from httpx_caching._utils import AsyncLock
+
+
+class AsyncRedisCache:
+    def __init__(self, serializer: Optional[Serializer] = None) -> None:
+        self.serializer = serializer if serializer else Serializer()
+        self.redis = redis.Redis()
+        self.lock = None
+
+    def get_lock(self):
+        if not self.lock:
+            self.lock = AsyncLock()
+        return self.lock
+
+    async def aget(self, key: str) -> Tuple[Optional[Response], Optional[dict]]:
+        value = await self.redis.get(key)
+        return self.serializer.loads(value)
+
+    async def aset(
+        self, key: str, response: Response, vary_header_data: dict, response_body: bytes
+    ) -> None:
+        async with self.get_lock():
+            await self.redis.set(key, self.serializer.dumps(response, vary_header_data, response_body))
+
+    async def adelete(self, key: str) -> None:
+        async with self.get_lock():
+            await self.redis.delete(key)
+
+    async def aclose(self):
+        await self.redis.close()
diff --git a/httpx_caching/_sync/_cache_redis.py b/httpx_caching/_sync/_cache_redis.py
new file mode 100644
index 0000000..3fe22f4
--- /dev/null
+++ b/httpx_caching/_sync/_cache_redis.py
@@ -0,0 +1,34 @@
+from typing import Optional, Tuple
+import redis as redis
+from httpx_caching._models import Response
+from httpx_caching._serializer import Serializer
+from httpx_caching._utils import SyncLock
+
+
+class SyncRedisCache:
+    def __init__(self, serializer: Optional[Serializer] = None) -> None:
+        self.serializer = serializer if serializer else Serializer()
+        self.redis = redis.Redis()
+        self.lock = None
+
+    def get_lock(self):
+        if not self.lock:
+            self.lock = SyncLock()
+        return self.lock
+
+    def get(self, key: str) -> Tuple[Optional[Response], Optional[dict]]:
+        value = self.redis.get(key)
+        return self.serializer.loads(value)
+
+    def set(
+        self, key: str, response: Response, vary_header_data: dict, response_body: bytes
+    ) -> None:
+        with self.get_lock():
+            self.redis.set(key, self.serializer.dumps(response, vary_header_data, response_body))
+
+    def delete(self, key: str) -> None:
+        with self.get_lock():
+            self.redis.delete(key)
+
+    def close(self):
+        self.redis.close()
diff --git a/setup.py b/setup.py
index f28d013..a648a8e 100644
--- a/setup.py
+++ b/setup.py
@@ -54,10 +54,11 @@ def get_packages(package):
     include_package_data=True,
     zip_safe=False,
     install_requires=[
-        "httpx==0.22.*",
+        "httpx==0.23.*",
         "msgpack",  
         "anyio",
         "multimethod",
+        "redis"
     ],
     extras_require={},
     classifiers=[
diff --git a/tests/_async/test_vary.py b/tests/_async/test_vary.py
index 03e30d4..dc4ead9 100644
--- a/tests/_async/test_vary.py
+++ b/tests/_async/test_vary.py
@@ -3,10 +3,11 @@
 # SPDX-License-Identifier: Apache-2.0
 
 from urllib.parse import urljoin
+from httpx import AsyncClient
 
 import pytest
 
-from httpx_caching import AsyncDictCache
+from httpx_caching import AsyncDictCache, CachingClient
 from tests.conftest import cache_hit, make_async_client
 
 
@@ -17,7 +18,8 @@ def cache(self):
 
     @pytest.fixture()
     async def async_client(self, cache):
-        async_client = make_async_client(cache=cache)
+        async_client = AsyncClient()
+        async_client = CachingClient(async_client, cache=cache)
         yield async_client
         await async_client.aclose()