diff --git a/WORKSPACE b/WORKSPACE
index 5b3f793e1d2c9..8c9388e29dc27 100644
--- a/WORKSPACE
+++ b/WORKSPACE
@@ -83,10 +83,13 @@ install_bazel_dependencies()
 
 http_archive(
     name = "rules_python",
-    sha256 = "b556b165ea1311bf68b6b0bc86d95e5cfca2e839aa6fbd232781bb3930f3d392",
-    strip_prefix = "rules_python-e0644961d74b9bbb8a975a01bebb045abfd5d1bd",
+    sha256 = "ddb2e1298684defde2f5e466d96e572119f30f9e2a901a7a81474fd4fa9f6d52",
+    strip_prefix = "rules_python-dd7f9c5f01bafbfea08c44092b6b0c8fc8fcb77f",
     urls = [
-        "https://github.com/bazelbuild/rules_python/archive/e0644961d74b9bbb8a975a01bebb045abfd5d1bd.zip",
+        "https://github.com/bazelbuild/rules_python/archive/dd7f9c5f01bafbfea08c44092b6b0c8fc8fcb77f.zip",
+    ],
+    patches = [
+        "//py:rules_python_any_version_wheel.patch"
     ],
 )
 
diff --git a/py/BUILD.bazel b/py/BUILD.bazel
index a959a44faa7a8..48e995fb2aa8b 100644
--- a/py/BUILD.bazel
+++ b/py/BUILD.bazel
@@ -1,4 +1,5 @@
 load("@rules_python//python:defs.bzl", "py_binary", "py_library", "py_test")
+load("@rules_python//experimental/python:wheel.bzl", "py_package", "py_wheel")
 load("//py:defs.bzl", "py_test_suite", "pytest_test")
 load("//:copy_file.bzl", "copy_file")
 
@@ -42,6 +43,39 @@ py_library(
     ],
 )
 
+py_package(
+    name = "selenium-pkg",
+    packages = [
+        "py.selenium",
+        "py.selenium.common",
+        "py.selenium.webdriver",
+        "py.selenium.webdriver.chromium",
+        "py.selenium.webdriver.chrome",
+        "py.selenium.webdriver.edge",
+        "py.selenium.webdriver.firefox",
+        "py.selenium.webdriver.remote",
+        "py.selenium.webdriver.safari",
+    ],
+    deps = [":selenium"],
+)
+
+py_wheel(
+    name = 'selenium-wheel',
+    distribution = 'selenium',
+    python_tag = ["py2", "py3"],
+    version = "4.0.0.a4",
+    strip_path_prefixes = [
+        "py",
+    ],
+    requires = [
+        "urllib3[secure]",
+    ],
+    visibility = ["//visibility:public"],
+    deps = [
+        ":selenium-pkg",
+    ],
+)
+
 py_library(
     name = "init-tree",
     testonly = True,
diff --git a/py/rules_python_any_version_wheel.patch b/py/rules_python_any_version_wheel.patch
new file mode 100644
index 0000000000000..9b9ee0a5c74a2
--- /dev/null
+++ b/py/rules_python_any_version_wheel.patch
@@ -0,0 +1,36 @@
+diff --git experimental/python/wheel.bzl experimental/python/wheel.bzl
+index 9cd6534..7802d42 100644
+--- experimental/python/wheel.bzl
++++ experimental/python/wheel.bzl
+@@ -85,7 +85,7 @@ def _py_wheel_impl(ctx):
+     outfile = ctx.actions.declare_file("-".join([
+         ctx.attr.distribution,
+         ctx.attr.version,
+-        ctx.attr.python_tag,
++        ".".join(ctx.attr.python_tag),
+         ctx.attr.abi,
+         ctx.attr.platform,
+     ]) + ".whl")
+@@ -101,7 +101,7 @@ def _py_wheel_impl(ctx):
+     args = ctx.actions.args()
+     args.add("--name", ctx.attr.distribution)
+     args.add("--version", ctx.attr.version)
+-    args.add("--python_tag", ctx.attr.python_tag)
++    args.add_all(ctx.attr.python_tag, format_each = "--python_tag=%s")
+     args.add("--abi", ctx.attr.abi)
+     args.add("--platform", ctx.attr.platform)
+     args.add("--out", outfile.path)
+@@ -177,10 +177,9 @@ refer to the package in other packages' dependencies.
+         default = "any",
+         doc = "Supported platforms. 'any' for pure-Python wheel.",
+     ),
+-    "python_tag": attr.string(
+-        default = "py3",
+-        doc = "Supported Python major version. 'py2' or 'py3'",
+-        values = ["py2", "py3"],
++    "python_tag": attr.string_list(
++        default = ["py3"],
++        doc = "Supported Python major version. 'py2' and/or 'py3'",
+     ),
+     "version": attr.string(
+         mandatory = True,
\ No newline at end of file