diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 3046befe..236359e5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -33,7 +33,7 @@ jobs:
     strategy:
       matrix:
         node-version: [18]
-        python-version: ["3.10"]
+        python-version: ["3.10", "3.11"]
     defaults:
       run:
         shell: bash -l {0}
diff --git a/pyproject.toml b/pyproject.toml
index fb3dea3f..d1391a0d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,10 +79,11 @@ keywords = [
 [project.optional-dependencies]
 # LINT.IfChange
 examples = [
-  "gunicorn==20.1.0",
-  "tensorflow==2.10.0",
-  "tensorflow-datasets==4.8.0",
-  "tensorflow-text==2.10.0",
+  "gunicorn>=20.1.0",
+  "tensorflow>=2.10.0",
+  "tensorflow-datasets>=4.9.0",
+  "tensorflow-text>=2.10.0",
+  "tf_keras",
   "torch>=2.0.0",
   "transformers>=4.27.1",
 ]
diff --git a/requirements_examples.txt b/requirements_examples.txt
index 7778c6d7..dd6387ef 100644
--- a/requirements_examples.txt
+++ b/requirements_examples.txt
@@ -13,11 +13,11 @@
 # limitations under the License.
 # ==============================================================================
 # LINT.IfChange
-gunicorn==20.1.0
-sentencepiece==0.1.99
-tensorflow==2.10.0
-tensorflow-datasets==4.8.0
-tensorflow-text==2.10.0
+gunicorn>=20.1.0
+tensorflow>=2.10.0
+tensorflow-datasets>=4.9.0
+tensorflow-text>=2.10.0
+tf_keras
 torch>=2.0.0
 transformers>=4.27.1
 # LINT.ThenChange(./pyproject.toml)