diff --git a/python/requirements.txt b/python/requirements.txt
index e78259a5028c..6ba7e9c08505 100644
--- a/python/requirements.txt
+++ b/python/requirements.txt
@@ -20,8 +20,8 @@ requests
 
 # Python version-specific requirements
 dataclasses; python_version < '3.7'
-grpcio >= 1.32.0; python_version < '3.10'
-grpcio >= 1.42.0; python_version >= '3.10'
+grpcio == 1.54.2; sys_platform == "darwin"
+grpcio >= 1.54.2; sys_platform != "darwin"
 numpy>=1.16; python_version < '3.9'
 numpy>=1.19.3; python_version >= '3.9'
 typing_extensions; python_version < '3.8'
@@ -54,7 +54,6 @@ requests
 pandas
 tensorboardX<=2.6.0,>=1.9  # >=2.6.1 uses protobuf>=4, and conflicts with other packages.
 gymnasium==0.26.3
-grpcio<=1.50.0,>=1.42.0  # ray client
 aiohttp>=3.7
 starlette
 typer
diff --git a/python/setup.py b/python/setup.py
index 91de82026927..a7f240d8f3e3 100644
--- a/python/setup.py
+++ b/python/setup.py
@@ -265,8 +265,10 @@ def get_packages(self):
         ],
         "client": [
             # The Ray client needs a specific range of gRPC to work:
-            # Tracking issue: https://github.com/grpc/grpc/issues/31885
-            "grpcio >= 1.42.0, <= 1.50.0",
+            # Tracking issues: https://github.com/grpc/grpc/issues/33714
+            "grpcio != 1.56.0"
+            if sys.platform == "darwin"
+            else "grpcio",
         ],
         "serve": ["uvicorn", "requests", "starlette", "fastapi", "aiorwlock"],
         "tune": ["pandas", "tensorboardX>=1.9", "requests", pyarrow_dep],