diff --git a/.github/trigger_files/beam_PostCommit_Python.json b/.github/trigger_files/beam_PostCommit_Python.json
index 06bd728be6d7..00e0c3c25433 100644
--- a/.github/trigger_files/beam_PostCommit_Python.json
+++ b/.github/trigger_files/beam_PostCommit_Python.json
@@ -1,5 +1,5 @@
 {
   "comment": "Modify this file in a trivial way to cause this test suite to run.",
-  "modification": 33
+  "modification": 27
 }
 
diff --git a/.github/workflows/beam_PreCommit_Python_Coverage.yml b/.github/workflows/beam_PreCommit_Python_Coverage.yml
index b21ad50e9da2..3da51a2eceda 100644
--- a/.github/workflows/beam_PreCommit_Python_Coverage.yml
+++ b/.github/workflows/beam_PreCommit_Python_Coverage.yml
@@ -58,35 +58,45 @@ env:
 
 jobs:
   beam_PreCommit_Python_Coverage:
-    name: ${{ matrix.job_name }} (${{ matrix.job_phrase }})
-    runs-on: [self-hosted, ubuntu-20.04, highmem]
+    name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }}) (${{ join(matrix.os, ', ') }})
+    runs-on: ${{ matrix.os }}
     strategy:
+      fail-fast: false
       matrix:
         job_name: [beam_PreCommit_Python_Coverage]
         job_phrase: [Run Python_Coverage PreCommit]
+        python_version: ['3.9']
+        # Run on both self-hosted and GitHub-hosted runners.
+        # Some tests (marked require_docker_in_docker) can't run on Beam's
+        # self-hosted runners due to Docker-in-Docker environment constraint.
+        # These tests will only execute on ubuntu-latest (GitHub-hosted).
+        # Context: https://github.com/apache/beam/pull/35585
+        # Temporary removed the ubuntu-latest env till resolving deps issues.
+        os: [[self-hosted, ubuntu-20.04, highmem]]
     timeout-minutes: 180
     if: |
       github.event_name == 'push' ||
       github.event_name == 'pull_request_target' ||
       (github.event_name == 'schedule' && github.repository == 'apache/beam') ||
       github.event_name == 'workflow_dispatch' ||
-      github.event.comment.body == 'Run Python_Coverage PreCommit'
+      startswith(github.event.comment.body, 'Run Python_Coverage PreCommit 3.')
     steps:
       - uses: actions/checkout@v4
       - name: Setup repository
         uses: ./.github/actions/setup-action
         with:
-          comment_phrase: ${{ matrix.job_phrase }}
+          comment_phrase: ${{ matrix.job_phrase }} ${{ matrix.python_version }}
           github_token: ${{ secrets.GITHUB_TOKEN }}
-          github_job: ${{ matrix.job_name }} (${{ matrix.job_phrase }})
+          github_job: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }}) (${{ join(matrix.os, ', ') }})
       - name: Setup environment
         uses: ./.github/actions/setup-environment-action
         with:
           java-version: default
-          python-version: default
+          python-version: ${{ matrix.python_version }}
       - name: Start DinD
         uses: ./.github/actions/dind-up-action
         id: dind
+        if: contains(matrix.os, 'self-hosted')
         with:
           # Enable all the new features
           cleanup-dind-on-start: "true"
@@ -97,9 +107,9 @@ jobs:
           export-gh-env: "true"
       - name: Run preCommitPyCoverage
         env:
-          DOCKER_HOST: ${{ steps.dind.outputs.docker-host }}
+          DOCKER_HOST: ${{ contains(matrix.os, 'self-hosted') && steps.dind.outputs.docker-host || '' }}
           TOX_TESTENV_PASSENV: "DOCKER_*,TESTCONTAINERS_*,TC_*,BEAM_*,GRPC_*,OMP_*,OPENBLAS_*,PYTHONHASHSEED,PYTEST_*"
-          TESTCONTAINERS_HOST_OVERRIDE: ${{ env.DIND_IP }}
+          TESTCONTAINERS_HOST_OVERRIDE: ${{ contains(matrix.os, 'self-hosted') && env.DIND_IP || '' }}
           TESTCONTAINERS_DOCKER_SOCKET_OVERRIDE: "/var/run/docker.sock"
           TESTCONTAINERS_RYUK_DISABLED: "false"
           TESTCONTAINERS_RYUK_CONTAINER_PRIVILEGED: "true"          
@@ -110,6 +120,12 @@ jobs:
         uses: ./.github/actions/gradle-command-self-hosted-action
         with:
           gradle-command: :sdks:python:test-suites:tox:py39:preCommitPyCoverage
+          arguments: |
+            -Pposargs="${{
+              contains(matrix.os, 'self-hosted') &&
+                '-m (not require_docker_in_docker)' ||
+                '-m require_docker_in_docker'
+            }}"
       - uses: codecov/codecov-action@v3
         with:
           flags: python
@@ -118,7 +134,7 @@ jobs:
         uses: actions/upload-artifact@v4
         if: failure()
         with:
-          name: Python Test Results
+          name: Python ${{ matrix.python_version }} Test Results (${{ join(matrix.os, ', ') }})
           path: '**/pytest*.xml'
       - name: Publish Python Test Results
         env:
@@ -129,4 +145,5 @@ jobs:
           commit: '${{ env.prsha || env.GITHUB_SHA }}'
           comment_mode: ${{ github.event_name == 'issue_comment'  && 'always' || 'off' }}
           files: '**/pytest*.xml'
-          large_files: true
\ No newline at end of file
+          large_files: true
+          check_name: "Python ${{ matrix.python_version }} Test Results (${{ join(matrix.os, ', ') }})"
diff --git a/sdks/python/apache_beam/ml/rag/enrichment/milvus_search.py b/sdks/python/apache_beam/ml/rag/enrichment/milvus_search.py
index 58df738c6e5f..a0f597f5366f 100644
--- a/sdks/python/apache_beam/ml/rag/enrichment/milvus_search.py
+++ b/sdks/python/apache_beam/ml/rag/enrichment/milvus_search.py
@@ -27,16 +27,16 @@
 from typing import Union
 
 from google.protobuf.json_format import MessageToDict
-
-from apache_beam.ml.rag.types import Chunk
-from apache_beam.ml.rag.types import Embedding
-from apache_beam.transforms.enrichment import EnrichmentSourceHandler
 from pymilvus import AnnSearchRequest
 from pymilvus import Hit
 from pymilvus import Hits
 from pymilvus import MilvusClient
 from pymilvus import SearchResult
 
+from apache_beam.ml.rag.types import Chunk
+from apache_beam.ml.rag.types import Embedding
+from apache_beam.transforms.enrichment import EnrichmentSourceHandler
+
 
 class SearchStrategy(Enum):
   """Search strategies for information retrieval.
diff --git a/sdks/python/apache_beam/ml/rag/enrichment/milvus_search_it_test.py b/sdks/python/apache_beam/ml/rag/enrichment/milvus_search_it_test.py
index eed02bb49575..4dabcafe6703 100644
--- a/sdks/python/apache_beam/ml/rag/enrichment/milvus_search_it_test.py
+++ b/sdks/python/apache_beam/ml/rag/enrichment/milvus_search_it_test.py
@@ -481,7 +481,7 @@ class TestMilvusSearchEnrichment(unittest.TestCase):
   """Tests for search functionality across all search strategies"""
 
   _db: MilvusDBContainerInfo
-  _version = "milvusdb/milvus:v2.3.9"
+  _version = "milvusdb/milvus:v2.5.10"
 
   @classmethod
   def setUpClass(cls):
diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index 2b067d2678e3..a58cc29ff2ec 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -67,8 +67,8 @@ google-api-python-client==2.179.0
 google-apitools==0.5.31
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.109.0
-google-cloud-bigquery==3.35.1
+google-cloud-aiplatform==1.110.0
+google-cloud-bigquery==3.36.0
 google-cloud-bigquery-storage==2.32.0
 google-cloud-bigtable==2.32.0
 google-cloud-core==2.4.3
@@ -85,7 +85,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.16.2
 google-cloud-vision==3.10.2
 google-crc32c==1.7.1
-google-genai==1.30.0
+google-genai==1.31.0
 google-pasta==0.2.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.70.0
@@ -98,25 +98,25 @@ guppy3==3.1.5
 h11==0.16.0
 h5py==3.14.0
 hdfs==2.7.3
-hf-xet==1.1.7
+hf-xet==1.1.8
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.34.4
-hypothesis==6.138.2
+hypothesis==6.138.3
 idna==3.10
 importlib_metadata==8.7.0
 iniconfig==2.1.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.2.1
+jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.1
 jsonpickle==3.4.2
-jsonschema==4.25.0
+jsonschema==4.25.1
 jsonschema-specifications==2025.4.1
-keras==3.11.2
+keras==3.11.3
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -124,9 +124,7 @@ Markdown==3.8.2
 markdown-it-py==4.0.0
 MarkupSafe==3.0.2
 mdurl==0.1.2
-ujson==5.8.0
 milvus-lite==2.5.1
-pymilvus==2.5.10
 ml-dtypes==0.3.2
 mmh3==5.2.0
 mock==5.2.0
@@ -182,8 +180,9 @@ pydot==1.4.2
 Pygments==2.19.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymongo==4.14.0
-PyMySQL==1.1.1
+pymilvus==2.5.15
+pymongo==4.14.1
+PyMySQL==1.1.2
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
 pytest==7.4.4
@@ -197,7 +196,7 @@ PyYAML==6.0.2
 redis==5.3.1
 referencing==0.36.2
 regex==2025.7.34
-requests==2.32.4
+requests==2.32.5
 requests-mock==1.12.1
 rich==14.1.0
 rpds-py==0.27.0
@@ -230,11 +229,12 @@ tokenizers==0.21.4
 tomli==2.2.1
 torch==2.7.1
 tqdm==4.67.1
-transformers==4.55.2
+transformers==4.55.4
 triton==3.3.1
 typing-inspection==0.4.1
 typing_extensions==4.14.1
 tzdata==2025.2
+ujson==5.11.0
 uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 5d2717471be0..d51db46a30da 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -65,8 +65,8 @@ google-api-python-client==2.179.0
 google-apitools==0.5.31
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.109.0
-google-cloud-bigquery==3.35.1
+google-cloud-aiplatform==1.110.0
+google-cloud-bigquery==3.36.0
 google-cloud-bigquery-storage==2.32.0
 google-cloud-bigtable==2.32.0
 google-cloud-core==2.4.3
@@ -83,7 +83,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.16.2
 google-cloud-vision==3.10.2
 google-crc32c==1.7.1
-google-genai==1.30.0
+google-genai==1.31.0
 google-pasta==0.2.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.70.0
@@ -96,25 +96,25 @@ guppy3==3.1.5
 h11==0.16.0
 h5py==3.14.0
 hdfs==2.7.3
-hf-xet==1.1.7
+hf-xet==1.1.8
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.34.4
-hypothesis==6.138.2
+hypothesis==6.138.3
 idna==3.10
 importlib_metadata==8.7.0
 iniconfig==2.1.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.2.1
+jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.1
 jsonpickle==3.4.2
-jsonschema==4.25.0
+jsonschema==4.25.1
 jsonschema-specifications==2025.4.1
-keras==3.11.2
+keras==3.11.3
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -122,9 +122,7 @@ Markdown==3.8.2
 markdown-it-py==4.0.0
 MarkupSafe==3.0.2
 mdurl==0.1.2
-ujson==5.8.0
 milvus-lite==2.5.1
-pymilvus==2.5.10
 ml-dtypes==0.3.2
 mmh3==5.2.0
 mock==5.2.0
@@ -180,8 +178,9 @@ pydot==1.4.2
 Pygments==2.19.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymongo==4.14.0
-PyMySQL==1.1.1
+pymilvus==2.5.15
+pymongo==4.14.1
+PyMySQL==1.1.2
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
 pytest==7.4.4
@@ -195,7 +194,7 @@ PyYAML==6.0.2
 redis==5.3.1
 referencing==0.36.2
 regex==2025.7.34
-requests==2.32.4
+requests==2.32.5
 requests-mock==1.12.1
 rich==14.1.0
 rpds-py==0.27.0
@@ -227,11 +226,12 @@ threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.7.1
 tqdm==4.67.1
-transformers==4.55.2
+transformers==4.55.4
 triton==3.3.1
 typing-inspection==0.4.1
 typing_extensions==4.14.1
 tzdata==2025.2
+ujson==5.11.0
 uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index 5cc5d73845c0..f24d50a9a8ae 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -64,8 +64,8 @@ google-api-python-client==2.179.0
 google-apitools==0.5.31
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.109.0
-google-cloud-bigquery==3.35.1
+google-cloud-aiplatform==1.110.0
+google-cloud-bigquery==3.36.0
 google-cloud-bigquery-storage==2.32.0
 google-cloud-bigtable==2.32.0
 google-cloud-core==2.4.3
@@ -82,7 +82,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.16.2
 google-cloud-vision==3.10.2
 google-crc32c==1.7.1
-google-genai==1.30.0
+google-genai==1.31.0
 google-pasta==0.2.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.70.0
@@ -95,25 +95,25 @@ guppy3==3.1.5
 h11==0.16.0
 h5py==3.14.0
 hdfs==2.7.3
-hf-xet==1.1.7
+hf-xet==1.1.8
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.34.4
-hypothesis==6.138.2
+hypothesis==6.138.3
 idna==3.10
 importlib_metadata==8.7.0
 iniconfig==2.1.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.2.1
+jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.1
 jsonpickle==3.4.2
-jsonschema==4.25.0
+jsonschema==4.25.1
 jsonschema-specifications==2025.4.1
-keras==3.11.2
+keras==3.11.3
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -121,9 +121,7 @@ Markdown==3.8.2
 markdown-it-py==4.0.0
 MarkupSafe==3.0.2
 mdurl==0.1.2
-ujson==5.8.0
 milvus-lite==2.5.1
-pymilvus==2.5.10
 ml-dtypes==0.3.2
 mmh3==5.2.0
 mock==5.2.0
@@ -179,8 +177,9 @@ pydot==1.4.2
 Pygments==2.19.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymongo==4.14.0
-PyMySQL==1.1.1
+pymilvus==2.5.15
+pymongo==4.14.1
+PyMySQL==1.1.2
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
 pytest==7.4.4
@@ -194,7 +193,7 @@ PyYAML==6.0.2
 redis==5.3.1
 referencing==0.36.2
 regex==2025.7.34
-requests==2.32.4
+requests==2.32.5
 requests-mock==1.12.1
 rich==14.1.0
 rpds-py==0.27.0
@@ -225,11 +224,12 @@ threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.7.1
 tqdm==4.67.1
-transformers==4.55.2
+transformers==4.55.4
 triton==3.3.1
 typing-inspection==0.4.1
 typing_extensions==4.14.1
 tzdata==2025.2
+ujson==5.11.0
 uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
diff --git a/sdks/python/container/ml/py39/base_image_requirements.txt b/sdks/python/container/ml/py39/base_image_requirements.txt
index b5cf7eed05ac..7b55eb7a8e7b 100644
--- a/sdks/python/container/ml/py39/base_image_requirements.txt
+++ b/sdks/python/container/ml/py39/base_image_requirements.txt
@@ -67,8 +67,8 @@ google-api-python-client==2.179.0
 google-apitools==0.5.31
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.109.0
-google-cloud-bigquery==3.35.1
+google-cloud-aiplatform==1.110.0
+google-cloud-bigquery==3.36.0
 google-cloud-bigquery-storage==2.32.0
 google-cloud-bigtable==2.32.0
 google-cloud-core==2.4.3
@@ -85,7 +85,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.16.2
 google-cloud-vision==3.10.2
 google-crc32c==1.7.1
-google-genai==1.30.0
+google-genai==1.31.0
 google-pasta==0.2.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.70.0
@@ -98,23 +98,23 @@ guppy3==3.1.5
 h11==0.16.0
 h5py==3.14.0
 hdfs==2.7.3
-hf-xet==1.1.7
+hf-xet==1.1.8
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.34.4
-hypothesis==6.138.2
+hypothesis==6.138.3
 idna==3.10
 importlib_metadata==8.7.0
 iniconfig==2.1.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.2.1
+jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.1
 jsonpickle==3.4.2
-jsonschema==4.25.0
+jsonschema==4.25.1
 jsonschema-specifications==2025.4.1
 keras==3.10.0
 keyring==25.6.0
@@ -124,9 +124,7 @@ Markdown==3.8.2
 markdown-it-py==3.0.0
 MarkupSafe==3.0.2
 mdurl==0.1.2
-ujson==5.8.0
 milvus-lite==2.5.1
-pymilvus==2.5.10
 ml-dtypes==0.3.2
 mmh3==5.2.0
 mock==5.2.0
@@ -182,8 +180,9 @@ pydot==1.4.2
 Pygments==2.19.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymongo==4.14.0
-PyMySQL==1.1.1
+pymilvus==2.5.15
+pymongo==4.14.1
+PyMySQL==1.1.2
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
 pytest==7.4.4
@@ -197,7 +196,7 @@ PyYAML==6.0.2
 redis==5.3.1
 referencing==0.36.2
 regex==2025.7.34
-requests==2.32.4
+requests==2.32.5
 requests-mock==1.12.1
 rich==14.1.0
 rpds-py==0.27.0
@@ -230,11 +229,12 @@ tokenizers==0.21.4
 tomli==2.2.1
 torch==2.7.1
 tqdm==4.67.1
-transformers==4.55.2
+transformers==4.55.4
 triton==3.3.1
 typing-inspection==0.4.1
 typing_extensions==4.14.1
 tzdata==2025.2
+ujson==5.11.0
 uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index dce4eb6f75a0..63d947772c2b 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -61,8 +61,8 @@ google-api-python-client==2.179.0
 google-apitools==0.5.31
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.109.0
-google-cloud-bigquery==3.35.1
+google-cloud-aiplatform==1.110.0
+google-cloud-bigquery==3.36.0
 google-cloud-bigquery-storage==2.32.0
 google-cloud-bigtable==2.32.0
 google-cloud-core==2.4.3
@@ -79,7 +79,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.16.2
 google-cloud-vision==3.10.2
 google-crc32c==1.7.1
-google-genai==1.30.0
+google-genai==1.31.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.70.0
 greenlet==3.2.4
@@ -93,25 +93,23 @@ hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.138.2
+hypothesis==6.138.3
 idna==3.10
 importlib_metadata==8.7.0
 iniconfig==2.1.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.2.1
+jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.1
 jsonpickle==3.4.2
-jsonschema==4.25.0
+jsonschema==4.25.1
 jsonschema-specifications==2025.4.1
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.2
-ujson==5.8.0
 milvus-lite==2.5.1
-pymilvus==2.5.10
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.7.0
@@ -146,8 +144,9 @@ pydantic_core==2.33.2
 pydot==1.4.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymongo==4.14.0
-PyMySQL==1.1.1
+pymilvus==2.5.15
+pymongo==4.14.1
+PyMySQL==1.1.2
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
 pytest==7.4.4
@@ -161,7 +160,7 @@ PyYAML==6.0.2
 redis==5.3.1
 referencing==0.36.2
 regex==2025.7.34
-requests==2.32.4
+requests==2.32.5
 requests-mock==1.12.1
 rpds-py==0.27.0
 rsa==4.9.1
@@ -186,6 +185,7 @@ tqdm==4.67.1
 typing-inspection==0.4.1
 typing_extensions==4.14.1
 tzdata==2025.2
+ujson==5.11.0
 uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index 15ddcbb576c1..6ba596eeed3d 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -59,8 +59,8 @@ google-api-python-client==2.179.0
 google-apitools==0.5.31
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.109.0
-google-cloud-bigquery==3.35.1
+google-cloud-aiplatform==1.110.0
+google-cloud-bigquery==3.36.0
 google-cloud-bigquery-storage==2.32.0
 google-cloud-bigtable==2.32.0
 google-cloud-core==2.4.3
@@ -77,7 +77,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.16.2
 google-cloud-vision==3.10.2
 google-crc32c==1.7.1
-google-genai==1.30.0
+google-genai==1.31.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.70.0
 greenlet==3.2.4
@@ -91,25 +91,23 @@ hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.138.2
+hypothesis==6.138.3
 idna==3.10
 importlib_metadata==8.7.0
 iniconfig==2.1.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.2.1
+jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.1
 jsonpickle==3.4.2
-jsonschema==4.25.0
+jsonschema==4.25.1
 jsonschema-specifications==2025.4.1
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.2
-ujson==5.8.0
 milvus-lite==2.5.1
-pymilvus==2.5.10
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.7.0
@@ -144,8 +142,9 @@ pydantic_core==2.33.2
 pydot==1.4.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymongo==4.14.0
-PyMySQL==1.1.1
+pymilvus==2.5.15
+pymongo==4.14.1
+PyMySQL==1.1.2
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
 pytest==7.4.4
@@ -159,7 +158,7 @@ PyYAML==6.0.2
 redis==5.3.1
 referencing==0.36.2
 regex==2025.7.34
-requests==2.32.4
+requests==2.32.5
 requests-mock==1.12.1
 rpds-py==0.27.0
 rsa==4.9.1
@@ -183,6 +182,7 @@ tqdm==4.67.1
 typing-inspection==0.4.1
 typing_extensions==4.14.1
 tzdata==2025.2
+ujson==5.11.0
 uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index ff68b308aa81..c709b57164a8 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -58,8 +58,8 @@ google-api-python-client==2.179.0
 google-apitools==0.5.31
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.109.0
-google-cloud-bigquery==3.35.1
+google-cloud-aiplatform==1.110.0
+google-cloud-bigquery==3.36.0
 google-cloud-bigquery-storage==2.32.0
 google-cloud-bigtable==2.32.0
 google-cloud-core==2.4.3
@@ -76,7 +76,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.16.2
 google-cloud-vision==3.10.2
 google-crc32c==1.7.1
-google-genai==1.30.0
+google-genai==1.31.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.70.0
 greenlet==3.2.4
@@ -90,25 +90,23 @@ hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.138.2
+hypothesis==6.138.3
 idna==3.10
 importlib_metadata==8.7.0
 iniconfig==2.1.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.2.1
+jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.1
 jsonpickle==3.4.2
-jsonschema==4.25.0
+jsonschema==4.25.1
 jsonschema-specifications==2025.4.1
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.2
-ujson==5.8.0
 milvus-lite==2.5.1
-pymilvus==2.5.10
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.7.0
@@ -143,8 +141,9 @@ pydantic_core==2.33.2
 pydot==1.4.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymongo==4.14.0
-PyMySQL==1.1.1
+pymilvus==2.5.15
+pymongo==4.14.1
+PyMySQL==1.1.2
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
 pytest==7.4.4
@@ -158,7 +157,7 @@ PyYAML==6.0.2
 redis==5.3.1
 referencing==0.36.2
 regex==2025.7.34
-requests==2.32.4
+requests==2.32.5
 requests-mock==1.12.1
 rpds-py==0.27.0
 rsa==4.9.1
@@ -182,6 +181,7 @@ tqdm==4.67.1
 typing-inspection==0.4.1
 typing_extensions==4.14.1
 tzdata==2025.2
+ujson==5.11.0
 uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
diff --git a/sdks/python/container/py313/base_image_requirements.txt b/sdks/python/container/py313/base_image_requirements.txt
index c86c61162e2b..7d73bf53a928 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -57,8 +57,8 @@ google-api-core==2.25.1
 google-apitools==0.5.32
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.109.0
-google-cloud-bigquery==3.35.1
+google-cloud-aiplatform==1.110.0
+google-cloud-bigquery==3.36.0
 google-cloud-bigquery-storage==2.32.0
 google-cloud-bigtable==2.32.0
 google-cloud-core==2.4.3
@@ -74,7 +74,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.16.2
 google-cloud-vision==3.10.2
 google-crc32c==1.7.1
-google-genai==1.30.0
+google-genai==1.31.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.70.0
 greenlet==3.2.4
@@ -88,13 +88,13 @@ hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.138.2
+hypothesis==6.138.3
 idna==3.10
 importlib_metadata==8.7.0
 iniconfig==2.1.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.2.1
+jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.1
@@ -104,9 +104,7 @@ jsonschema-specifications==2025.4.1
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.2
-ujson==5.8.0
 milvus-lite==2.5.1
-pymilvus==2.5.10
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.7.0
@@ -141,8 +139,9 @@ pydantic_core==2.33.2
 pydot==1.4.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymongo==4.14.0
-PyMySQL==1.1.1
+pymilvus==2.6.0
+pymongo==4.14.1
+PyMySQL==1.1.2
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
 pytest==7.4.4
@@ -156,7 +155,7 @@ PyYAML==6.0.2
 redis==5.3.1
 referencing==0.36.2
 regex==2025.7.34
-requests==2.32.4
+requests==2.32.5
 requests-mock==1.12.1
 rpds-py==0.27.0
 rsa==4.9.1
@@ -180,6 +179,7 @@ tqdm==4.67.1
 typing-inspection==0.4.1
 typing_extensions==4.14.1
 tzdata==2025.2
+ujson==5.11.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
diff --git a/sdks/python/container/py39/base_image_requirements.txt b/sdks/python/container/py39/base_image_requirements.txt
index d8be5d49eeaf..810dfcc2a6e5 100644
--- a/sdks/python/container/py39/base_image_requirements.txt
+++ b/sdks/python/container/py39/base_image_requirements.txt
@@ -61,8 +61,8 @@ google-api-python-client==2.179.0
 google-apitools==0.5.31
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.109.0
-google-cloud-bigquery==3.35.1
+google-cloud-aiplatform==1.110.0
+google-cloud-bigquery==3.36.0
 google-cloud-bigquery-storage==2.32.0
 google-cloud-bigtable==2.32.0
 google-cloud-core==2.4.3
@@ -79,7 +79,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.16.2
 google-cloud-vision==3.10.2
 google-crc32c==1.7.1
-google-genai==1.30.0
+google-genai==1.31.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.70.0
 greenlet==3.2.4
@@ -93,25 +93,23 @@ hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.138.2
+hypothesis==6.138.3
 idna==3.10
 importlib_metadata==8.7.0
 iniconfig==2.1.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.2.1
+jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.1
 jsonpickle==3.4.2
-jsonschema==4.25.0
+jsonschema==4.25.1
 jsonschema-specifications==2025.4.1
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.2
-ujson==5.8.0
 milvus-lite==2.5.1
-pymilvus==2.5.10
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.7.0
@@ -146,8 +144,9 @@ pydantic_core==2.33.2
 pydot==1.4.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymongo==4.14.0
-PyMySQL==1.1.1
+pymilvus==2.5.15
+pymongo==4.14.1
+PyMySQL==1.1.2
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
 pytest==7.4.4
@@ -161,7 +160,7 @@ PyYAML==6.0.2
 redis==5.3.1
 referencing==0.36.2
 regex==2025.7.34
-requests==2.32.4
+requests==2.32.5
 requests-mock==1.12.1
 rpds-py==0.27.0
 rsa==4.9.1
@@ -186,6 +185,7 @@ tqdm==4.67.1
 typing-inspection==0.4.1
 typing_extensions==4.14.1
 tzdata==2025.2
+ujson==5.11.0
 uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
diff --git a/sdks/python/setup.py b/sdks/python/setup.py
index 3f37a162f5ea..09288593d9fb 100644
--- a/sdks/python/setup.py
+++ b/sdks/python/setup.py
@@ -160,6 +160,8 @@ 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']
+
 
 def find_by_ext(root_dir, ext):
   for root, _, files in os.walk(root_dir):
@@ -446,9 +448,8 @@ def get_portability_package_data():
               'sqlalchemy-pytds>=1.0.2',
               'pg8000>=1.31.1',
               "PyMySQL>=1.1.0",
-              'oracledb>=3.1.1',
-              'milvus'
-          ],
+              'oracledb>=3.1.1'
+          ] + milvus_dependency,
           'gcp': [
               'cachetools>=3.1.0,<7',
               'google-api-core>=2.0.0,<3',
@@ -595,7 +596,7 @@ def get_portability_package_data():
           ],
           'xgboost': ['xgboost>=1.6.0,<2.1.3', 'datatable==1.0.0'],
           'tensorflow-hub': ['tensorflow-hub>=0.14.0,<0.16.0'],
-          'milvus': ['pymilvus>=2.5.10,<3.0.0']
+          'milvus': milvus_dependency
       },
       zip_safe=False,
       # PyPI package information.