diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index aa801edadb55..b1bae7dc004a 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -57,7 +57,7 @@ exceptiongroup==1.3.1
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.25.0
+filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
@@ -67,9 +67,9 @@ gast==0.7.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.31
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -81,7 +81,7 @@ google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -90,21 +90,21 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio==1.78.0
+grpcio-status==1.78.0
 grpclib==0.4.9
 guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
-h5py==3.16.0
-hf-xet==1.3.2
+h5py==3.14.0
+hf-xet==1.4.2
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -129,7 +129,6 @@ keras==3.12.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-Markdown==3.10.2
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
@@ -162,7 +161,7 @@ pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.27.1
-protobuf==5.29.6
+protobuf==6.33.5
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
@@ -208,10 +207,8 @@ sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
-tensorboard==2.20.0
-tensorboard-data-server==0.7.2
-tensorflow==2.20.0
-tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
+tensorflow==2.21.0
+tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
 testcontainers==4.14.1
 threadpoolctl==3.6.0
@@ -228,7 +225,6 @@ uritemplate==4.2.0
 urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==16.0
-Werkzeug==3.1.6
 wheel==0.46.3
 wrapt==2.1.2
 yarl==1.23.0
diff --git a/sdks/python/container/ml/py310/gpu_image_requirements.txt b/sdks/python/container/ml/py310/gpu_image_requirements.txt
index 9788533de633..dbad9196b561 100644
--- a/sdks/python/container/ml/py310/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py310/gpu_image_requirements.txt
@@ -53,7 +53,7 @@ compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.5
 cuda-bindings==12.9.4
-cuda-pathfinder==1.4.1
+cuda-pathfinder==1.4.2
 cupy-cuda12x==14.0.1
 Cython==3.2.4
 depyf==0.19.0
@@ -70,11 +70,11 @@ exceptiongroup==1.3.1
 execnet==2.1.2
 fastapi==0.135.1
 fastapi-cli==0.0.24
-fastapi-cloud-cli==0.14.1
+fastapi-cloud-cli==0.15.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.25.0
+filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
@@ -85,9 +85,9 @@ gguf==0.18.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.31
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -99,7 +99,7 @@ google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -108,21 +108,21 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio==1.78.0
+grpcio-status==1.78.0
 grpclib==0.4.9
 guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.16.0
-hf-xet==1.3.2
+hf-xet==1.4.2
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -157,7 +157,7 @@ Markdown==3.10.2
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-mistral_common==1.9.1
+mistral_common==1.10.0
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
@@ -213,7 +213,7 @@ prometheus-fastapi-instrumentator==7.1.0
 prometheus_client==0.24.1
 propcache==0.4.1
 proto-plus==1.27.1
-protobuf==5.29.6
+protobuf==6.33.5
 psutil==7.2.2
 psycopg2-binary==2.9.11
 py-cpuinfo==9.0.0
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index eac340db9cc8..affff92478c8 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -34,7 +34,7 @@ attrs==25.4.0
 backports.tarfile==1.2.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
-betterproto==2.0.0b7
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.4.0
 cachetools==6.2.6
@@ -51,11 +51,11 @@ distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
-envoy-data-plane==0.2.6
+envoy_data_plane==1.0.3
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.25.0
+filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
@@ -65,9 +65,9 @@ gast==0.7.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.31
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -79,7 +79,7 @@ google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -88,21 +88,22 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio==1.78.0
+grpcio-status==1.78.0
+grpcio-tools==1.78.0
 grpclib==0.4.9
 guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
-h5py==3.16.0
-hf-xet==1.3.2
+h5py==3.14.0
+hf-xet==1.4.2
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -127,7 +128,6 @@ keras==3.13.2
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-Markdown==3.10.2
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
@@ -160,7 +160,7 @@ pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.27.1
-protobuf==5.29.6
+protobuf==6.33.5
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
@@ -206,10 +206,8 @@ sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
-tensorboard==2.20.0
-tensorboard-data-server==0.7.2
-tensorflow==2.20.0
-tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
+tensorflow==2.21.0
+tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
 testcontainers==4.14.1
 threadpoolctl==3.6.0
@@ -225,7 +223,6 @@ uritemplate==4.2.0
 urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==16.0
-Werkzeug==3.1.6
 wheel==0.46.3
 wrapt==2.1.2
 yarl==1.23.0
diff --git a/sdks/python/container/ml/py311/gpu_image_requirements.txt b/sdks/python/container/ml/py311/gpu_image_requirements.txt
index 7f6a6c83af84..17fe5025f09b 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -36,7 +36,7 @@ attrs==25.4.0
 backports.tarfile==1.2.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
-betterproto==2.0.0b7
+betterproto==2.0.0b6
 blake3==1.0.8
 bs4==0.0.2
 build==1.4.0
@@ -52,7 +52,7 @@ compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.5
 cuda-bindings==12.9.4
-cuda-pathfinder==1.4.1
+cuda-pathfinder==1.4.2
 cupy-cuda12x==14.0.1
 Cython==3.2.4
 depyf==0.19.0
@@ -64,15 +64,15 @@ docker==7.1.0
 docstring_parser==0.17.0
 einops==0.8.2
 email-validator==2.3.0
-envoy-data-plane==0.2.6
+envoy_data_plane==1.0.3
 execnet==2.1.2
 fastapi==0.135.1
 fastapi-cli==0.0.24
-fastapi-cloud-cli==0.14.1
+fastapi-cloud-cli==0.15.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.25.0
+filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
@@ -83,9 +83,9 @@ gguf==0.18.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.31
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -97,7 +97,7 @@ google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -106,21 +106,22 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio==1.78.0
+grpcio-status==1.78.0
+grpcio-tools==1.78.0
 grpclib==0.4.9
 guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.16.0
-hf-xet==1.3.2
+hf-xet==1.4.2
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -155,7 +156,7 @@ Markdown==3.10.2
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-mistral_common==1.9.1
+mistral_common==1.10.0
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
@@ -211,7 +212,7 @@ prometheus-fastapi-instrumentator==7.1.0
 prometheus_client==0.24.1
 propcache==0.4.1
 proto-plus==1.27.1
-protobuf==5.29.6
+protobuf==6.33.5
 psutil==7.2.2
 psycopg2-binary==2.9.11
 py-cpuinfo==9.0.0
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index 86a1019e6a40..432094178c17 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -33,7 +33,7 @@ astunparse==1.6.3
 attrs==25.4.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
-betterproto==2.0.0b7
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.4.0
 cachetools==6.2.6
@@ -50,11 +50,11 @@ distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
-envoy-data-plane==0.2.6
+envoy_data_plane==1.0.3
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.25.0
+filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
@@ -64,9 +64,9 @@ gast==0.7.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.31
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -78,7 +78,7 @@ google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -87,21 +87,22 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio==1.78.0
+grpcio-status==1.78.0
+grpcio-tools==1.78.0
 grpclib==0.4.9
 guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
-h5py==3.16.0
-hf-xet==1.3.2
+h5py==3.14.0
+hf-xet==1.4.2
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -125,7 +126,6 @@ keras==3.13.2
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-Markdown==3.10.2
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
@@ -158,7 +158,7 @@ pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.27.1
-protobuf==5.29.6
+protobuf==6.33.5
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
@@ -203,10 +203,8 @@ sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
-tensorboard==2.20.0
-tensorboard-data-server==0.7.2
-tensorflow==2.20.0
-tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
+tensorflow==2.21.0
+tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
 testcontainers==4.14.1
 threadpoolctl==3.6.0
@@ -221,7 +219,6 @@ uritemplate==4.2.0
 urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==16.0
-Werkzeug==3.1.6
 wheel==0.46.3
 wrapt==2.1.2
 yarl==1.23.0
diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index 17a6fc70f990..6dbf6250d598 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -35,7 +35,7 @@ astunparse==1.6.3
 attrs==25.4.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
-betterproto==2.0.0b7
+betterproto==2.0.0b6
 blake3==1.0.8
 bs4==0.0.2
 build==1.4.0
@@ -51,7 +51,7 @@ compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.5
 cuda-bindings==12.9.4
-cuda-pathfinder==1.4.1
+cuda-pathfinder==1.4.2
 cupy-cuda12x==14.0.1
 Cython==3.2.4
 depyf==0.19.0
@@ -63,15 +63,15 @@ docker==7.1.0
 docstring_parser==0.17.0
 einops==0.8.2
 email-validator==2.3.0
-envoy-data-plane==0.2.6
+envoy_data_plane==1.0.3
 execnet==2.1.2
 fastapi==0.135.1
 fastapi-cli==0.0.24
-fastapi-cloud-cli==0.14.1
+fastapi-cloud-cli==0.15.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.25.0
+filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
@@ -82,9 +82,9 @@ gguf==0.18.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.31
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -96,7 +96,7 @@ google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -105,21 +105,22 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio==1.78.0
+grpcio-status==1.78.0
+grpcio-tools==1.78.0
 grpclib==0.4.9
 guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.16.0
-hf-xet==1.3.2
+hf-xet==1.4.2
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -154,7 +155,7 @@ Markdown==3.10.2
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-mistral_common==1.9.1
+mistral_common==1.10.0
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
@@ -210,7 +211,7 @@ prometheus-fastapi-instrumentator==7.1.0
 prometheus_client==0.24.1
 propcache==0.4.1
 proto-plus==1.27.1
-protobuf==5.29.6
+protobuf==6.33.5
 psutil==7.2.2
 psycopg2-binary==2.9.11
 py-cpuinfo==9.0.0
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt b/sdks/python/container/ml/py313/base_image_requirements.txt
index dd78d2827bad..8dbc309b9aba 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -54,7 +54,7 @@ envoy_data_plane==1.0.3
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.25.0
+filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
@@ -64,9 +64,9 @@ gast==0.7.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.35
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -77,7 +77,7 @@ google-cloud-dlp==3.34.0
 google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -86,7 +86,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
@@ -101,7 +101,7 @@ guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.14.0
-hf-xet==1.3.2
+hf-xet==1.4.2
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index 24c8a7092337..3eed11b95ad5 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -61,9 +61,9 @@ future==1.0.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.31
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -75,7 +75,7 @@ google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -84,14 +84,14 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio==1.78.0
+grpcio-status==1.78.0
 grpclib==0.4.9
 guppy3==3.1.6
 h11==0.16.0
@@ -141,7 +141,7 @@ pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.27.1
-protobuf==5.29.6
+protobuf==6.33.5
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index 4e6d6610dc1f..b1e2295eeb41 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -32,7 +32,7 @@ attrs==25.4.0
 backports.tarfile==1.2.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
-betterproto==2.0.0b7
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.4.0
 cachetools==6.2.6
@@ -49,7 +49,7 @@ distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
-envoy-data-plane==0.2.6
+envoy_data_plane==1.0.3
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
@@ -59,9 +59,9 @@ future==1.0.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.31
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -73,7 +73,7 @@ google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -82,14 +82,15 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio==1.78.0
+grpcio-status==1.78.0
+grpcio-tools==1.78.0
 grpclib==0.4.9
 guppy3==3.1.6
 h11==0.16.0
@@ -139,7 +140,7 @@ pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.27.1
-protobuf==5.29.6
+protobuf==6.33.5
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index d800ccb0653f..4061c8cc4bf0 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -31,7 +31,7 @@ asn1crypto==1.5.1
 attrs==25.4.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
-betterproto==2.0.0b7
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.4.0
 cachetools==6.2.6
@@ -48,7 +48,7 @@ distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
-envoy-data-plane==0.2.6
+envoy_data_plane==1.0.3
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
@@ -58,9 +58,9 @@ future==1.0.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.31
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -72,7 +72,7 @@ google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -81,14 +81,15 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio==1.78.0
+grpcio-status==1.78.0
+grpcio-tools==1.78.0
 grpclib==0.4.9
 guppy3==3.1.6
 h11==0.16.0
@@ -137,7 +138,7 @@ pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.27.1
-protobuf==5.29.6
+protobuf==6.33.5
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
diff --git a/sdks/python/container/py313/base_image_requirements.txt b/sdks/python/container/py313/base_image_requirements.txt
index b9542f8afc06..5c55165fd394 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -58,9 +58,9 @@ future==1.0.0
 google-api-core==2.30.0
 google-api-python-client==2.192.0
 google-apitools==0.5.35
-google-auth==2.49.0
+google-auth==2.49.1
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.140.0
+google-cloud-aiplatform==1.141.0
 google-cloud-bigquery==3.40.1
 google-cloud-bigquery-storage==2.36.2
 google-cloud-bigtable==2.35.0
@@ -71,7 +71,7 @@ google-cloud-dlp==3.34.0
 google-cloud-kms==3.11.0
 google-cloud-language==2.19.0
 google-cloud-monitoring==2.29.1
-google-cloud-pubsub==2.35.0
+google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.16.0
 google-cloud-secret-manager==2.26.0
@@ -80,7 +80,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.18.0
 google-cloud-vision==3.12.1
 google-crc32c==1.8.0
-google-genai==1.66.0
+google-genai==1.67.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.73.0
 greenlet==3.3.2
diff --git a/sdks/python/pyproject.toml b/sdks/python/pyproject.toml
index c705dcb438cf..c764298ebae3 100644
--- a/sdks/python/pyproject.toml
+++ b/sdks/python/pyproject.toml
@@ -21,6 +21,9 @@
 requires = [
     "setuptools",
     "wheel>=0.36.0",
+    # Note: after upgrading to grpcio-tools, we must bump protobuf to >=5.0.
+    # Currently Blocked on old dependencies of Beam tft extra:
+    # https://github.com/apache/beam/issues/37854
     "grpcio-tools==1.62.1; python_version <= '3.12'",
     "grpcio-tools==1.71.0; python_version >= '3.13'",
     "mypy-protobuf==3.5.0",
diff --git a/sdks/python/setup.py b/sdks/python/setup.py
index 1b5e086d35af..1ad37f6f0243 100644
--- a/sdks/python/setup.py
+++ b/sdks/python/setup.py
@@ -170,7 +170,7 @@ def cythonize(*args, **kwargs):
     'skl2onnx',
     'pyod>=0.7.6', # 0.7.5 crashes setuptools
     'tensorflow',
-    # tensorflow transient dep, lower versions not compatible with Python3.10+
+    # tensorflow transitive dep, lower versions not compatible with Python3.10+
     'absl-py>=0.12.0',
     'tensorflow-hub',
     'tf2onnx',
@@ -375,10 +375,10 @@ def get_portability_package_data():
       ext_modules=extensions,
       install_requires=[
           'cryptography>=39.0.0,<48.0.0',
-          # reconcile envoy-data-plane dependency for python < 3.12 and >= 3.13
-          # when grpcio unpinned, check for protobuf version compatibility
-          'envoy-data-plane>=1.0.3,<2; python_version >= "3.13"',
-          'envoy-data-plane<0.3.0; python_version < "3.13"',
+          'envoy-data-plane>=1.0.3,<2; python_version >= "3.11"',
+          # Newer version only work on Python 3.11. Versions 0.3 <= ver < 1.x
+          # conflict with other GCP dependencies.
+          'envoy-data-plane<0.3.0; python_version < "3.11"',
           'fastavro>=0.23.6,<2',
           'fasteners>=0.3,<1.0',
           'grpcio>=1.33.1,<2,!=1.48.0,!=1.59.*,!=1.60.*,!=1.61.*,!=1.62.0,!=1.62.1,!=1.66.*,!=1.67.*,!=1.68.*,!=1.69.*,!=1.70.*',  # pylint: disable=line-too-long
@@ -541,7 +541,14 @@ def get_portability_package_data():
               # tensorflow-transform requires dill, but doesn't set dill as a
               # hard requirement in setup.py.
               'dill',
-              'tensorflow-transform',
+              # match tft extra.
+              'tensorflow_transform>=1.14.0,<1.15.0',
+              # TFT->TFX-BSL require pandas 1.x, which is not compatible
+              # with numpy 2.x
+              'numpy<2',
+              # To help with dependency resolution in test suite. Revise once
+              # https://github.com/apache/beam/issues/37854 is fixed
+              'protobuf<4; python_version<"3.11"'
               # Comment out xgboost as it is breaking presubmit python ml
               # tests due to tag check introduced since pip 24.2
               # https://github.com/apache/beam/issues/31285
@@ -607,10 +614,12 @@ def get_portability_package_data():
           ],
           'redis': ['redis>=5.0.0,<6'],
           'tft': [
-              'tensorflow_transform>=1.14.0,<1.15.0'
+              'tensorflow_transform>=1.14.0,<1.15.0',
+              # TFT->TFX-BSL require pandas 1.x, which is not compatible
+              # with numpy 2.x
+              'numpy<2',
               # tensorflow-transform requires dill, but doesn't set dill as a
               # hard requirement in setup.py.
-              ,
               'dill'
           ],
           'tfrecord': ['crcmod>=1.7,<2.0'],