diff --git a/.github/workflows/update_python_dependencies.yml b/.github/workflows/update_python_dependencies.yml
index b33f2311eba1..0cf1f505d6b0 100644
--- a/.github/workflows/update_python_dependencies.yml
+++ b/.github/workflows/update_python_dependencies.yml
@@ -78,14 +78,6 @@ jobs:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           GH_EVENT: ${{ github.event_name }}
         run: |
-          # Take the current date, subtract from a release cut date in the past (Mar 6, 2024),
-          # then get the num days % 42 (our release cadence is 42 days).
-          # This will ensure it only runs the week after a release branch has been cut.
-          days_diff=$(( ($(date +%s) - $(date --date="240306" +%s) )/(60*60*24)%42 ))
-          if [[ $GH_EVENT != 'workflow_dispatch' && $days_diff -gt 6 ]]; then
-            echo "Exiting early. We only update dependencies the week after we cut the release"
-            exit 0
-          fi
           branchName=weekly_update_python_dependencies_$(date +%s)
           git checkout -b $branchName
           git add -A
diff --git a/sdks/python/container/license_scripts/dep_urls_py.yaml b/sdks/python/container/license_scripts/dep_urls_py.yaml
index 1a47675b4d93..8975bc67a2d2 100644
--- a/sdks/python/container/license_scripts/dep_urls_py.yaml
+++ b/sdks/python/container/license_scripts/dep_urls_py.yaml
@@ -84,6 +84,9 @@ pip_dependencies:
   grpcio-status:
     license: "https://raw.githubusercontent.com/grpc/grpc/master/LICENSE"
     notice: "https://raw.githubusercontent.com/grpc/grpc/master/NOTICE.txt"
+  grpcio-tools:
+    license: "https://raw.githubusercontent.com/grpc/grpc/master/LICENSE"
+    notice: "https://raw.githubusercontent.com/grpc/grpc/master/NOTICE.txt"
   guppy:
     license: "https://raw.githubusercontent.com/joshwcomeau/guppy/master/LICENSE.md"
   guppy3:
diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index 361eae1a78b6..2c4fba83e54a 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -33,11 +33,12 @@ astunparse==1.6.3
 async-timeout==5.0.1
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -45,17 +46,19 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
+envoy_data_plane==0.8.1
 exceptiongroup==1.3.1
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -64,29 +67,30 @@ gast==0.7.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -94,25 +98,30 @@ greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio-status==1.62.3
+grpcio-tools==1.65.5
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
 h5py==3.15.1
 hf-xet==1.2.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.36.0
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.25.1
@@ -125,7 +134,7 @@ Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-milvus-lite==2.5.1
+milvus-lite==2.4.12
 ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
@@ -138,9 +147,10 @@ nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -154,7 +164,7 @@ pillow==12.0.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -167,10 +177,10 @@ pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
-pymilvus==2.5.18
+pymilvus==2.4.15
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -195,11 +205,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -216,11 +227,11 @@ tqdm==4.67.1
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 Werkzeug==3.1.4
diff --git a/sdks/python/container/ml/py310/gpu_image_requirements.txt b/sdks/python/container/ml/py310/gpu_image_requirements.txt
index e777cda7c9e6..5e2886a1bd81 100644
--- a/sdks/python/container/ml/py310/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py310/gpu_image_requirements.txt
@@ -35,24 +35,25 @@ astunparse==1.6.3
 async-timeout==5.0.1
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 blake3==1.0.8
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 cbor2==5.7.1
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.2.1
+click==8.3.1
 cloud-sql-python-connector==1.19.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.2.2
+Cython==3.2.3
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
@@ -62,17 +63,18 @@ docker==7.1.0
 docstring_parser==0.17.0
 einops==0.8.1
 email-validator==2.3.0
+envoy_data_plane==0.8.1
 exceptiongroup==1.3.1
 execnet==2.1.2
-fastapi==0.124.2
-fastapi-cli==0.0.16
-fastapi-cloud-cli==0.6.0
+fastapi==0.127.0
+fastapi-cli==0.0.20
+fastapi-cloud-cli==0.7.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -82,29 +84,30 @@ gguf==0.17.1
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -112,28 +115,33 @@ greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio-status==1.62.3
+grpcio-tools==1.65.5
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
 h5py==3.15.1
 hf-xet==1.2.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httptools==0.7.1
 httpx==0.28.1
 huggingface-hub==0.36.0
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 interegular==0.3.3
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
 jiter==0.12.0
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
@@ -149,8 +157,8 @@ Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-milvus-lite==2.5.1
-mistral_common==1.8.6
+milvus-lite==2.4.12
+mistral_common==1.8.8
 ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
@@ -185,9 +193,10 @@ objsize==0.7.1
 openai==1.107.1
 openai-harmony==0.0.8
 opencv-python-headless==4.12.0.88
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -205,7 +214,7 @@ pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
 prometheus_client==0.23.1
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psutil==7.1.3
 psycopg2-binary==2.9.11
@@ -219,13 +228,14 @@ pycountry==24.6.1
 pycparser==2.23
 pydantic==2.12.5
 pydantic-extra-types==2.10.6
+pydantic-settings==2.12.0
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-pymilvus==2.5.18
+pymilvus==2.4.15
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -233,18 +243,18 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.1
 python-json-logger==4.0.0
-python-multipart==0.0.20
+python-multipart==0.0.21
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.52.1
+ray==2.53.0
 referencing==0.37.0
 regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rich-toolkit==0.17.0
+rich-toolkit==0.17.1
 rignore==0.7.6
 rpds-py==0.30.0
 rsa==4.9.1
@@ -254,7 +264,7 @@ scipy==1.15.3
 scramp==1.4.6
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.47.0
+sentry-sdk==2.48.0
 setproctitle==1.3.7
 setuptools==80.9.0
 shapely==2.1.2
@@ -263,11 +273,11 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.13.1
-soupsieve==2.8
+soupsieve==2.8.1
 soxr==1.0.0
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 starlette==0.50.0
 sympy==1.14.0
 tenacity==8.5.0
@@ -287,14 +297,14 @@ torchvision==0.22.1
 tqdm==4.67.1
 transformers==4.55.4
 triton==3.3.1
-typer==0.20.0
+typer==0.20.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
-uvicorn==0.38.0
+urllib3==2.6.2
+uvicorn==0.40.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 3c1fcaaad9be..ae175dcdad37 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -32,11 +32,12 @@ asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -44,16 +45,18 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
+envoy_data_plane==0.8.1
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -62,29 +65,30 @@ gast==0.7.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -92,30 +96,35 @@ greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio-status==1.62.3
+grpcio-tools==1.65.5
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
 h5py==3.15.1
 hf-xet==1.2.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.36.0
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -123,7 +132,7 @@ Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-milvus-lite==2.5.1
+milvus-lite==2.4.12
 ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
@@ -136,9 +145,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -152,7 +162,7 @@ pillow==12.0.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -165,10 +175,10 @@ pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
-pymilvus==2.5.18
+pymilvus==2.4.15
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -193,11 +203,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -213,11 +224,11 @@ tqdm==4.67.1
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 Werkzeug==3.1.4
diff --git a/sdks/python/container/ml/py311/gpu_image_requirements.txt b/sdks/python/container/ml/py311/gpu_image_requirements.txt
index a4e171b29822..fa5656c869f3 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -34,24 +34,25 @@ astor==0.8.1
 astunparse==1.6.3
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 blake3==1.0.8
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 cbor2==5.7.1
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.2.1
+click==8.3.1
 cloud-sql-python-connector==1.19.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.2.2
+Cython==3.2.3
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
@@ -61,16 +62,17 @@ docker==7.1.0
 docstring_parser==0.17.0
 einops==0.8.1
 email-validator==2.3.0
+envoy_data_plane==0.8.1
 execnet==2.1.2
-fastapi==0.124.2
-fastapi-cli==0.0.16
-fastapi-cloud-cli==0.6.0
+fastapi==0.127.0
+fastapi-cli==0.0.20
+fastapi-cloud-cli==0.7.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -80,29 +82,30 @@ gguf==0.17.1
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -110,32 +113,37 @@ greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio-status==1.62.3
+grpcio-tools==1.65.5
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
 h5py==3.15.1
 hf-xet==1.2.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httptools==0.7.1
 httpx==0.28.1
 huggingface-hub==0.36.0
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 interegular==0.3.3
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
 jiter==0.12.0
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
@@ -147,8 +155,8 @@ Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-milvus-lite==2.5.1
-mistral_common==1.8.6
+milvus-lite==2.4.12
+mistral_common==1.8.8
 ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
@@ -183,9 +191,10 @@ objsize==0.7.1
 openai==1.107.1
 openai-harmony==0.0.8
 opencv-python-headless==4.12.0.88
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -203,7 +212,7 @@ pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
 prometheus_client==0.23.1
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psutil==7.1.3
 psycopg2-binary==2.9.11
@@ -217,13 +226,14 @@ pycountry==24.6.1
 pycparser==2.23
 pydantic==2.12.5
 pydantic-extra-types==2.10.6
+pydantic-settings==2.12.0
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-pymilvus==2.5.18
+pymilvus==2.4.15
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -231,18 +241,18 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.1
 python-json-logger==4.0.0
-python-multipart==0.0.20
+python-multipart==0.0.21
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.52.1
+ray==2.53.0
 referencing==0.37.0
 regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rich-toolkit==0.17.0
+rich-toolkit==0.17.1
 rignore==0.7.6
 rpds-py==0.30.0
 rsa==4.9.1
@@ -252,7 +262,7 @@ scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.47.0
+sentry-sdk==2.48.0
 setproctitle==1.3.7
 setuptools==80.9.0
 shapely==2.1.2
@@ -261,11 +271,11 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.13.1
-soupsieve==2.8
+soupsieve==2.8.1
 soxr==1.0.0
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 starlette==0.50.0
 sympy==1.14.0
 tenacity==8.5.0
@@ -284,14 +294,14 @@ torchvision==0.22.1
 tqdm==4.67.1
 transformers==4.55.4
 triton==3.3.1
-typer==0.20.0
+typer==0.20.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
-uvicorn==0.38.0
+urllib3==2.6.2
+uvicorn==0.40.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index e9cbd1f4db70..6b1f4c59fde0 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -31,11 +31,12 @@ anyio==4.12.0
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -43,16 +44,18 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
+envoy_data_plane==0.8.1
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 filelock==3.20.1
-flatbuffers==25.9.23
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -61,29 +64,30 @@ gast==0.7.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -91,29 +95,34 @@ greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio-status==1.62.3
+grpcio-tools==1.65.5
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
 h5py==3.15.1
 hf-xet==1.2.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.36.0
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -121,7 +130,7 @@ Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-milvus-lite==2.5.1
+milvus-lite==2.4.12
 ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
@@ -134,9 +143,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -150,7 +160,7 @@ pillow==12.0.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -162,10 +172,10 @@ pydantic==2.12.5
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-pymilvus==2.5.18
+pymilvus==2.4.15
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -190,11 +200,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -210,10 +221,10 @@ tqdm==4.67.1
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 Werkzeug==3.1.4
diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index cfceb730d907..a0eaacdfdd1c 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -33,24 +33,25 @@ asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 blake3==1.0.8
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 cbor2==5.7.1
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.2.1
+click==8.3.1
 cloud-sql-python-connector==1.19.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.2.2
+Cython==3.2.3
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
@@ -60,16 +61,17 @@ docker==7.1.0
 docstring_parser==0.17.0
 einops==0.8.1
 email-validator==2.3.0
+envoy_data_plane==0.8.1
 execnet==2.1.2
-fastapi==0.124.2
-fastapi-cli==0.0.16
-fastapi-cloud-cli==0.6.0
+fastapi==0.127.0
+fastapi-cli==0.0.20
+fastapi-cloud-cli==0.7.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
 filelock==3.20.1
-flatbuffers==25.9.23
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -79,29 +81,30 @@ gguf==0.17.1
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -109,32 +112,37 @@ greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio-status==1.62.3
+grpcio-tools==1.65.5
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
 h5py==3.15.1
 hf-xet==1.2.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httptools==0.7.1
 httpx==0.28.1
 huggingface-hub==0.36.0
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 interegular==0.3.3
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
 jiter==0.12.0
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
@@ -146,8 +154,8 @@ Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-milvus-lite==2.5.1
-mistral_common==1.8.6
+milvus-lite==2.4.12
+mistral_common==1.8.8
 ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
@@ -182,9 +190,10 @@ objsize==0.7.1
 openai==1.107.1
 openai-harmony==0.0.8
 opencv-python-headless==4.12.0.88
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -202,7 +211,7 @@ pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
 prometheus_client==0.23.1
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psutil==7.1.3
 psycopg2-binary==2.9.11
@@ -216,13 +225,14 @@ pycountry==24.6.1
 pycparser==2.23
 pydantic==2.12.5
 pydantic-extra-types==2.10.6
+pydantic-settings==2.12.0
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-pymilvus==2.5.18
+pymilvus==2.4.15
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -230,18 +240,18 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.1
 python-json-logger==4.0.0
-python-multipart==0.0.20
+python-multipart==0.0.21
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.52.1
+ray==2.53.0
 referencing==0.37.0
 regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rich-toolkit==0.17.0
+rich-toolkit==0.17.1
 rignore==0.7.6
 rpds-py==0.30.0
 rsa==4.9.1
@@ -251,7 +261,7 @@ scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.47.0
+sentry-sdk==2.48.0
 setproctitle==1.3.7
 setuptools==79.0.1
 shapely==2.1.2
@@ -260,11 +270,11 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.13.1
-soupsieve==2.8
+soupsieve==2.8.1
 soxr==1.0.0
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 starlette==0.50.0
 sympy==1.14.0
 tenacity==8.5.0
@@ -283,14 +293,14 @@ torchvision==0.22.1
 tqdm==4.67.1
 transformers==4.55.4
 triton==3.3.1
-typer==0.20.0
+typer==0.20.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
-uvicorn==0.38.0
+urllib3==2.6.2
+uvicorn==0.40.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt b/sdks/python/container/ml/py313/base_image_requirements.txt
index 3a9d08dd01bb..743434e86c47 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -31,11 +31,12 @@ anyio==4.12.0
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -43,16 +44,18 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
+envoy_data_plane==1.0.3
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -60,28 +63,29 @@ future==1.0.0
 gast==0.7.0
 google-api-core==2.28.1
 google-apitools==0.5.35
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-monitoring==2.28.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -90,28 +94,33 @@ grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.76.0
 grpcio-status==1.76.0
+grpcio-tools==1.76.0
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
 h5py==3.15.1
 hf-xet==1.2.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.36.0
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -131,9 +140,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -147,7 +157,7 @@ pillow==12.0.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==6.33.2
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -162,7 +172,7 @@ PyHamcrest==2.1.0
 pymilvus==2.6.5
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -187,11 +197,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -207,8 +218,8 @@ tqdm==4.67.1
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
-urllib3==2.6.1
+tzdata==2025.3
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 Werkzeug==3.1.4
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index f8490afcb4ec..a65709b9a01a 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -31,11 +31,12 @@ asn1crypto==1.5.1
 async-timeout==5.0.1
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -43,11 +44,13 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
+envoy_data_plane==0.8.1
 exceptiongroup==1.3.1
 execnet==2.1.2
 fastavro==1.12.1
@@ -58,51 +61,57 @@ future==1.0.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio-status==1.62.3
+grpcio-tools==1.65.5
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.25.1
@@ -110,7 +119,7 @@ jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
-milvus-lite==2.5.1
+milvus-lite==2.4.12
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
@@ -119,9 +128,10 @@ nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 oracledb==3.4.1
 orjson==3.11.5
 overrides==7.7.0
@@ -132,7 +142,7 @@ pg8000==1.31.5
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -145,10 +155,10 @@ pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
-pymilvus==2.5.18
+pymilvus==2.4.15
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -171,11 +181,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 tenacity==8.5.0
 testcontainers==4.13.3
 threadpoolctl==3.6.0
@@ -183,11 +194,11 @@ tomli==2.3.0
 tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index 5cc0ec89b93f..043396d4f7cd 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -30,11 +30,12 @@ anyio==4.12.0
 asn1crypto==1.5.1
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -42,11 +43,13 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
+envoy_data_plane==0.8.1
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
@@ -56,51 +59,57 @@ future==1.0.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio-status==1.62.3
+grpcio-tools==1.65.5
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.25.1
@@ -108,7 +117,7 @@ jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
-milvus-lite==2.5.1
+milvus-lite==2.4.12
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
@@ -117,9 +126,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 oracledb==3.4.1
 orjson==3.11.5
 overrides==7.7.0
@@ -130,7 +140,7 @@ pg8000==1.31.5
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -143,10 +153,10 @@ pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
-pymilvus==2.5.18
+pymilvus==2.4.15
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -169,22 +179,23 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 tenacity==8.5.0
 testcontainers==4.13.3
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index 6f49cf110015..2d41b7d53801 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -29,11 +29,12 @@ annotated-types==0.7.0
 anyio==4.12.0
 asn1crypto==1.5.1
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -41,11 +42,13 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
+envoy_data_plane==0.8.1
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
@@ -55,58 +58,64 @@ future==1.0.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
-grpcio-status==1.65.5
+grpcio-status==1.62.3
+grpcio-tools==1.65.5
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
-milvus-lite==2.5.1
+milvus-lite==2.4.12
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
@@ -115,9 +124,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 oracledb==3.4.1
 orjson==3.11.5
 overrides==7.7.0
@@ -128,7 +138,7 @@ pg8000==1.31.5
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -140,10 +150,10 @@ pydantic==2.12.5
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-pymilvus==2.5.18
+pymilvus==2.4.15
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -166,21 +176,22 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 tenacity==8.5.0
 testcontainers==4.13.3
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/container/py313/base_image_requirements.txt b/sdks/python/container/py313/base_image_requirements.txt
index c73fcc65e966..3c2a6675dfce 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -29,11 +29,12 @@ annotated-types==0.7.0
 anyio==4.12.0
 asn1crypto==1.5.1
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
+betterproto==2.0.0b6
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -41,11 +42,13 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
+envoy_data_plane==1.0.3
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
@@ -54,28 +57,29 @@ frozenlist==1.8.0
 future==1.0.0
 google-api-core==2.28.1
 google-apitools==0.5.35
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-monitoring==2.28.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
@@ -83,21 +87,26 @@ grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.76.0
 grpcio-status==1.76.0
+grpcio-tools==1.76.0
+grpclib==0.4.9
 guppy3==3.1.5
 h11==0.16.0
+h2==4.3.0
+hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
+hyperframe==6.1.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
@@ -112,9 +121,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 oracledb==3.4.1
 orjson==3.11.5
 overrides==7.7.0
@@ -125,7 +135,7 @@ pg8000==1.31.5
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==6.33.2
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -140,7 +150,7 @@ PyHamcrest==2.1.0
 pymilvus==2.6.5
 pymongo==4.15.5
 PyMySQL==1.1.2
-pyparsing==3.2.5
+pyparsing==3.3.0
 pyproject_hooks==1.2.0
 pytest==8.4.2
 pytest-timeout==2.4.0
@@ -163,19 +173,20 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 tenacity==8.5.0
 testcontainers==4.13.3
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
-urllib3==2.6.1
+tzdata==2025.3
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/setup.py b/sdks/python/setup.py
index b415c9bb47d1..6114d4c34465 100644
--- a/sdks/python/setup.py
+++ b/sdks/python/setup.py
@@ -160,7 +160,11 @@ def cythonize(*args, **kwargs):
     'pandas>=1.4.3,!=1.5.0,!=1.5.1,<2.3',
 ]
 
-milvus_dependency = ['pymilvus>=2.5.10,<3.0.0']
+milvus_dependency = [
+    'pymilvus>=2.5.10,<3.0.0; python_version >= "3.13"',
+    'pymilvus>=2.4.0,<2.5.0; python_version <= "3.12"',
+    'setuptools>=70.0.0',
+]
 
 ml_base = [
     'embeddings',
@@ -374,11 +378,15 @@ def get_portability_package_data():
       ext_modules=extensions,
       install_requires=[
           'cryptography>=39.0.0,<48.0.0',
+          'envoy-data-plane>=0.8.1,<1; python_version < "3.13"',
+          'envoy-data-plane>=1.0.3,<2; python_version >= "3.13"',
           'fastavro>=0.23.6,<2',
           'fasteners>=0.3,<1.0',
           # TODO(https://github.com/grpc/grpc/issues/37710): Unpin grpc
           'grpcio>=1.33.1,<2,!=1.48.0,!=1.59.*,!=1.60.*,!=1.61.*,!=1.62.0,!=1.62.1,<1.66.0; python_version <= "3.12"',  # pylint: disable=line-too-long
           'grpcio>=1.67.0; python_version >= "3.13"',
+          'grpcio-status<1.63.0; python_version < "3.13"',
+          'grpcio-tools<1.66.0; python_version < "3.13"',
           'httplib2>=0.8,<0.23.0',
           'jsonpickle>=3.0.0,<4.0.0',
           # numpy can have breaking changes in minor versions.
@@ -398,7 +406,8 @@ def get_portability_package_data():
           #
           # 3. Exclude protobuf 4 versions that leak memory, see:
           # https://github.com/apache/beam/issues/28246
-          'protobuf>=3.20.3,<7.0.0.dev0,!=4.0.*,!=4.21.*,!=4.22.0,!=4.23.*,!=4.24.*',  # pylint: disable=line-too-long
+          'protobuf>=3.20.3,<6.0.0.dev0,!=4.0.*,!=4.21.*,!=4.22.0,!=4.23.*,!=4.24.*; python_version < "3.13"',  # pylint: disable=line-too-long
+          'protobuf>=3.20.3,<7.0.0.dev0,!=4.0.*,!=4.21.*,!=4.22.0,!=4.23.*,!=4.24.*; python_version >= "3.13"',
           'python-dateutil>=2.8.0,<3',
           'pytz>=2018.3',
           'requests>=2.32.4,<3.0.0',
@@ -461,7 +470,8 @@ def get_portability_package_data():
               'sqlalchemy-pytds>=1.0.2',
               'pg8000>=1.31.5',
               "PyMySQL>=1.1.0",
-              'oracledb>=3.1.1'
+              'oracledb>=3.1.1',
+              'aiohttp!=4.0.0a1',
           ] + milvus_dependency,
           'gcp': [
               'cachetools>=3.1.0,<7',
@@ -503,6 +513,7 @@ def get_portability_package_data():
               'keyrings.google-artifactregistry-auth',
               'orjson>=3.9.7,<4',
               'regex>=2020.6.8',
+              'aiohttp!=4.0.0a1',
           ],
           'interactive': [
               'facets-overview>=1.1.0,<2',