diff --git a/Dockerfile b/Dockerfile
index ff9dcef6..a24e18ed 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-ARG AIRFLOW_VERSION=3.1.5
+ARG AIRFLOW_VERSION=3.1.6rc1
 ARG PYTHON_VERSION=3.10
 ARG PLATFORM=linux
 
diff --git a/Dockerfile.test b/Dockerfile.test
index adbcfee5..d3ca1969 100644
--- a/Dockerfile.test
+++ b/Dockerfile.test
@@ -1,4 +1,4 @@
-ARG AIRFLOW_VERSION=3.1.5
+ARG AIRFLOW_VERSION=3.1.6rc1
 ARG PYTHON_VERSION=3.10
 ARG PLATFORM=linux
 
diff --git a/pyproject.toml b/pyproject.toml
index aeec51cb..565ef454 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,7 +5,7 @@ description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.10,<3.11"
 dependencies = [
-  "apache-airflow==3.1.5",
+  "apache-airflow==3.1.6",
   # Editable install with no version specified.
   "apache-airflow-providers-fab",
   "apache-airflow-providers-http",
@@ -85,10 +85,10 @@ exclude_lines = [
 omit = ['env/*', 'venv/*', '*/virtualenv/*', '*/virtualenvs/*', '*/tests/*']
 
 [tool.uv]
-# airflow 3.1.5 constraint file for python 3.10
-# https://raw.githubusercontent.com/apache/airflow/refs/tags/constraints-3.1.5/constraints-3.10.txt
+# airflow 3.1.6 constraint file for python 3.10
+# https://raw.githubusercontent.com/apache/airflow/refs/tags/constraints-3.1.6/constraints-3.10.txt
 constraint-dependencies = [
-  "APScheduler==3.11.1",
+  "APScheduler==3.11.2",
   "Authlib==1.6.6",
   "Deprecated==1.3.1",
   "Events==0.5",
@@ -100,22 +100,22 @@ constraint-dependencies = [
   "Flask-Session==0.8.0",
   "Flask-WTF==1.2.2",
   "Flask==2.2.5",
-  "GitPython==3.1.45",
+  "GitPython==3.1.46",
   "JayDeBeApi==1.2.3",
   "Jinja2==3.1.6",
   "Mako==1.3.10",
   "Markdown==3.10",
   "MarkupSafe==3.0.3",
-  "PyAthena==3.22.0",
+  "PyAthena==3.24.1",
   "PyGithub==2.8.1",
   "PyHive==0.7.0",
   "PyJWT==2.10.1",
   "PyMySQL==1.1.2",
-  "PyNaCl==1.6.1",
+  "PyNaCl==1.6.2",
   "PyYAML==6.0.3",
   "Pygments==2.19.2",
   "SQLAlchemy-JSONField==1.0.2",
-  "SQLAlchemy-Utils==0.42.0",
+  "SQLAlchemy-Utils==0.42.1",
   "SQLAlchemy==1.4.54",
   "SecretStorage==3.5.0",
   "WTForms==3.2.1",
@@ -128,7 +128,7 @@ constraint-dependencies = [
   "aiofiles==24.1.0",
   "aiohappyeyeballs==2.6.1",
   "aiohttp-cors==0.8.1",
-  "aiohttp==3.13.2",
+  "aiohttp==3.13.3",
   "aioitertools==0.13.0",
   "aiomysql==0.3.2",
   "aiosignal==1.4.0",
@@ -136,119 +136,117 @@ constraint-dependencies = [
   "aiosqlite==0.21.0",
   "airbyte-api==0.53.0",
   "alembic==1.17.2",
-  "alibabacloud-adb20211201==3.6.1",
+  "alibabacloud-adb20211201==3.7.1",
   "alibabacloud-credentials-api==1.0.0",
   "alibabacloud-credentials==1.0.4",
   "alibabacloud-tea-openapi==0.4.2",
   "alibabacloud-tea-util==0.3.14",
   "alibabacloud-tea==0.4.3",
-  "alibabacloud_endpoint_util==0.0.4",
   "alibabacloud_gateway_spi==0.0.3",
-  "alibabacloud_openapi_util==0.2.2",
   "aliyun-python-sdk-core==2.16.0",
   "aliyun-python-sdk-kms==2.16.5",
   "amqp==5.3.1",
   "annotated-types==0.7.0",
   "ansicolors==1.1.8",
-  "anyio==4.12.0",
-  "apache-airflow-providers-airbyte==5.3.0",
-  "apache-airflow-providers-alibaba==3.3.0",
-  "apache-airflow-providers-amazon==9.18.0",
-  "apache-airflow-providers-apache-beam==6.2.0",
+  "anyio==4.12.1",
+  "apache-airflow-providers-airbyte==5.3.1",
+  "apache-airflow-providers-alibaba==3.3.2",
+  "apache-airflow-providers-amazon==9.19.0",
+  "apache-airflow-providers-apache-beam==6.2.1",
   "apache-airflow-providers-apache-cassandra==3.9.0",
   "apache-airflow-providers-apache-drill==3.2.0",
-  "apache-airflow-providers-apache-druid==4.4.0",
-  "apache-airflow-providers-apache-flink==1.8.0",
-  "apache-airflow-providers-apache-hdfs==4.11.0",
-  "apache-airflow-providers-apache-hive==9.2.0",
+  "apache-airflow-providers-apache-druid==4.4.1",
+  "apache-airflow-providers-apache-flink==1.8.1",
+  "apache-airflow-providers-apache-hdfs==4.11.1",
+  "apache-airflow-providers-apache-hive==9.2.2",
   "apache-airflow-providers-apache-iceberg==1.4.0",
   "apache-airflow-providers-apache-impala==1.8.0",
-  "apache-airflow-providers-apache-kafka==1.11.0",
-  "apache-airflow-providers-apache-kylin==3.10.0",
-  "apache-airflow-providers-apache-livy==4.5.0",
-  "apache-airflow-providers-apache-pig==4.8.0",
-  "apache-airflow-providers-apache-pinot==4.9.0",
-  "apache-airflow-providers-apache-spark==5.4.0",
+  "apache-airflow-providers-apache-kafka==1.11.2",
+  "apache-airflow-providers-apache-kylin==3.10.1",
+  "apache-airflow-providers-apache-livy==4.5.1",
+  "apache-airflow-providers-apache-pig==4.8.1",
+  "apache-airflow-providers-apache-pinot==4.9.1",
+  "apache-airflow-providers-apache-spark==5.4.2",
   "apache-airflow-providers-apache-tinkerpop==1.1.0",
   "apache-airflow-providers-apprise==2.3.0",
-  "apache-airflow-providers-arangodb==2.9.0",
+  "apache-airflow-providers-arangodb==2.9.1",
   "apache-airflow-providers-asana==2.11.0",
   "apache-airflow-providers-atlassian-jira==3.3.0",
-  "apache-airflow-providers-celery==3.14.0",
-  "apache-airflow-providers-cloudant==4.3.0",
-  "apache-airflow-providers-cncf-kubernetes==10.11.0",
+  "apache-airflow-providers-celery==3.15.0",
+  "apache-airflow-providers-cloudant==4.3.1",
+  "apache-airflow-providers-cncf-kubernetes==10.12.0",
   "apache-airflow-providers-cohere==1.6.0",
-  "apache-airflow-providers-common-compat==1.10.0",
+  "apache-airflow-providers-common-compat==1.11.0",
   "apache-airflow-providers-common-io==1.7.0",
   "apache-airflow-providers-common-messaging==2.0.1",
-  "apache-airflow-providers-common-sql==1.30.0",
-  "apache-airflow-providers-databricks==7.8.0",
-  "apache-airflow-providers-datadog==3.10.0",
-  "apache-airflow-providers-dbt-cloud==4.6.0",
-  "apache-airflow-providers-dingding==3.9.0",
-  "apache-airflow-providers-discord==3.11.0",
-  "apache-airflow-providers-docker==4.5.0",
-  "apache-airflow-providers-edge3==1.6.0",
-  "apache-airflow-providers-elasticsearch==6.4.0",
+  "apache-airflow-providers-common-sql==1.30.2",
+  "apache-airflow-providers-databricks==7.8.2",
+  "apache-airflow-providers-datadog==3.10.1",
+  "apache-airflow-providers-dbt-cloud==4.6.2",
+  "apache-airflow-providers-dingding==3.9.1",
+  "apache-airflow-providers-discord==3.11.1",
+  "apache-airflow-providers-docker==4.5.1",
+  "apache-airflow-providers-edge3==2.0.1",
+  "apache-airflow-providers-elasticsearch==6.4.2",
   "apache-airflow-providers-exasol==4.9.0",
-  "apache-airflow-providers-fab==3.0.3",
-  "apache-airflow-providers-facebook==3.9.0",
+  "apache-airflow-providers-fab==3.1.1",
+  "apache-airflow-providers-facebook==3.9.1",
   "apache-airflow-providers-ftp==3.14.0",
-  "apache-airflow-providers-git==0.1.0",
-  "apache-airflow-providers-github==2.10.0",
-  "apache-airflow-providers-google==19.1.0",
-  "apache-airflow-providers-grpc==3.9.0",
-  "apache-airflow-providers-hashicorp==4.4.0",
-  "apache-airflow-providers-http==5.6.0",
-  "apache-airflow-providers-imap==3.10.0",
-  "apache-airflow-providers-influxdb==2.10.0",
-  "apache-airflow-providers-jdbc==5.3.0",
-  "apache-airflow-providers-jenkins==4.2.0",
-  "apache-airflow-providers-keycloak==0.3.0",
-  "apache-airflow-providers-microsoft-azure==12.9.0",
+  "apache-airflow-providers-git==0.2.0",
+  "apache-airflow-providers-github==2.10.1",
+  "apache-airflow-providers-google==19.3.0",
+  "apache-airflow-providers-grpc==3.9.1",
+  "apache-airflow-providers-hashicorp==4.4.1",
+  "apache-airflow-providers-http==5.6.2",
+  "apache-airflow-providers-imap==3.10.2",
+  "apache-airflow-providers-influxdb==2.10.1",
+  "apache-airflow-providers-jdbc==5.3.1",
+  "apache-airflow-providers-jenkins==4.2.1",
+  "apache-airflow-providers-keycloak==0.4.1",
+  "apache-airflow-providers-microsoft-azure==12.10.1",
   "apache-airflow-providers-microsoft-mssql==4.4.0",
-  "apache-airflow-providers-microsoft-psrp==3.2.0",
-  "apache-airflow-providers-microsoft-winrm==3.13.0",
-  "apache-airflow-providers-mongo==5.3.0",
+  "apache-airflow-providers-microsoft-psrp==3.2.2",
+  "apache-airflow-providers-microsoft-winrm==3.13.2",
+  "apache-airflow-providers-mongo==5.3.1",
   "apache-airflow-providers-mysql==6.4.0",
-  "apache-airflow-providers-neo4j==3.11.0",
+  "apache-airflow-providers-neo4j==3.11.2",
   "apache-airflow-providers-odbc==4.11.0",
-  "apache-airflow-providers-openai==1.7.0",
-  "apache-airflow-providers-openfaas==3.9.0",
-  "apache-airflow-providers-openlineage==2.9.0",
-  "apache-airflow-providers-opensearch==1.8.0",
+  "apache-airflow-providers-openai==1.7.1",
+  "apache-airflow-providers-openfaas==3.9.1",
+  "apache-airflow-providers-openlineage==2.9.2",
+  "apache-airflow-providers-opensearch==1.8.2",
   "apache-airflow-providers-opsgenie==5.10.0",
   "apache-airflow-providers-oracle==4.3.0",
-  "apache-airflow-providers-pagerduty==5.2.0",
+  "apache-airflow-providers-pagerduty==5.2.1",
   "apache-airflow-providers-papermill==3.12.0",
   "apache-airflow-providers-pgvector==1.6.0",
-  "apache-airflow-providers-pinecone==2.4.0",
-  "apache-airflow-providers-postgres==6.5.0",
-  "apache-airflow-providers-presto==5.10.0",
-  "apache-airflow-providers-qdrant==1.5.0",
-  "apache-airflow-providers-redis==4.4.0",
-  "apache-airflow-providers-salesforce==5.12.0",
-  "apache-airflow-providers-samba==4.12.0",
-  "apache-airflow-providers-segment==3.9.0",
+  "apache-airflow-providers-pinecone==2.4.1",
+  "apache-airflow-providers-postgres==6.5.1",
+  "apache-airflow-providers-presto==5.10.2",
+  "apache-airflow-providers-qdrant==1.5.1",
+  "apache-airflow-providers-redis==4.4.1",
+  "apache-airflow-providers-salesforce==5.12.1",
+  "apache-airflow-providers-samba==4.12.1",
+  "apache-airflow-providers-segment==3.9.1",
   "apache-airflow-providers-sendgrid==4.2.0",
-  "apache-airflow-providers-sftp==5.5.0",
-  "apache-airflow-providers-singularity==3.9.0",
-  "apache-airflow-providers-slack==9.6.0",
-  "apache-airflow-providers-smtp==2.4.0",
-  "apache-airflow-providers-snowflake==6.7.0",
+  "apache-airflow-providers-sftp==5.5.1",
+  "apache-airflow-providers-singularity==3.9.1",
+  "apache-airflow-providers-slack==9.6.1",
+  "apache-airflow-providers-smtp==2.4.1",
+  "apache-airflow-providers-snowflake==6.8.1",
   "apache-airflow-providers-sqlite==4.2.0",
-  "apache-airflow-providers-ssh==4.2.0",
-  "apache-airflow-providers-standard==1.10.0",
-  "apache-airflow-providers-tableau==5.3.0",
-  "apache-airflow-providers-telegram==4.9.0",
-  "apache-airflow-providers-teradata==3.3.0",
-  "apache-airflow-providers-trino==6.4.0",
+  "apache-airflow-providers-ssh==4.2.1",
+  "apache-airflow-providers-standard==1.10.2",
+  "apache-airflow-providers-tableau==5.3.1",
+  "apache-airflow-providers-telegram==4.9.1",
+  "apache-airflow-providers-teradata==3.4.0",
+  "apache-airflow-providers-trino==6.4.1",
   "apache-airflow-providers-vertica==4.2.0",
   "apache-airflow-providers-weaviate==3.3.0",
-  "apache-airflow-providers-yandex==4.3.0",
-  "apache-airflow-providers-ydb==2.3.0",
+  "apache-airflow-providers-yandex==4.3.1",
+  "apache-airflow-providers-ydb==2.3.1",
   "apache-airflow-providers-zendesk==4.11.0",
-  "apache-beam==2.69.0",
+  "apache-beam==2.70.0",
   "apispec==6.9.0",
   "apprise==1.9.6",
   "argcomplete==3.6.3",
@@ -256,10 +254,9 @@ constraint-dependencies = [
   "asgiref==3.11.0",
   "asn1crypto==1.5.1",
   "asttokens==3.0.1",
-  "async-property==0.2.2",
   "async-timeout==4.0.3",
   "asyncpg==0.31.0",
-  "asyncssh==2.21.1",
+  "asyncssh==2.22.0",
   "atlasclient==1.0.0",
   "atlassian-python-api==4.0.7",
   "attrs==25.4.0",
@@ -270,7 +267,7 @@ constraint-dependencies = [
   "azure-datalake-store==0.0.53",
   "azure-identity==1.25.1",
   "azure-keyvault-secrets==4.10.0",
-  "azure-kusto-data==6.0.0",
+  "azure-kusto-data==6.0.1",
   "azure-mgmt-containerinstance==10.1.0",
   "azure-mgmt-containerregistry==14.0.0",
   "azure-mgmt-core==1.6.0",
@@ -283,9 +280,9 @@ constraint-dependencies = [
   "azure-mgmt-storage==24.0.0",
   "azure-nspkg==3.0.2",
   "azure-servicebus==7.14.3",
-  "azure-storage-blob==12.27.1",
-  "azure-storage-file-datalake==12.22.0",
-  "azure-storage-file-share==12.23.1",
+  "azure-storage-blob==12.28.0",
+  "azure-storage-file-datalake==12.23.0",
+  "azure-storage-file-share==12.24.0",
   "azure-synapse-artifacts==0.21.0",
   "azure-synapse-spark==0.7.0",
   "babel==2.17.0",
@@ -304,12 +301,12 @@ constraint-dependencies = [
   "botocore==1.41.5",
   "build==1.3.0",
   "cachelib==0.13.0",
-  "cachetools==6.2.2",
-  "cadwyn==5.4.5",
+  "cachetools==6.2.4",
+  "cadwyn==5.4.6",
   "cassandra-driver==3.29.3",
   "cattrs==25.3.0",
-  "celery==5.6.0",
-  "certifi==2025.11.12",
+  "celery==5.6.2",
+  "certifi==2026.1.4",
   "cffi==2.0.0",
   "chardet==5.2.0",
   "charset-normalizer==3.4.4",
@@ -320,12 +317,12 @@ constraint-dependencies = [
   "click==8.3.1",
   "clickclick==20.10.2",
   "cloudpickle==3.1.1",
-  "cohere==5.20.0",
+  "cohere==5.20.1",
   "colorama==0.4.6",
   "colorful==0.5.8",
   "colorlog==6.10.1",
   "comm==0.2.3",
-  "confluent-kafka==2.12.2",
+  "confluent-kafka==2.13.0",
   "connexion==2.14.2",
   "crcmod==1.7",
   "cron_descriptor==2.0.6",
@@ -333,12 +330,12 @@ constraint-dependencies = [
   "cryptography==42.0.8",
   "curlify==3.0.0",
   "darabonba-core==1.0.5",
-  "databricks-sql-connector==4.2.2",
+  "databricks-sql-connector==4.2.3",
   "databricks-sqlalchemy==1.0.2",
   "dataclasses-json==0.6.7",
   "datadog==0.52.1",
-  "db-dtypes==1.4.4",
-  "debugpy==1.8.18",
+  "db-dtypes==1.5.0",
+  "debugpy==1.8.19",
   "decorator==5.2.1",
   "defusedxml==0.7.1",
   "deprecation==2.1.0",
@@ -352,7 +349,7 @@ constraint-dependencies = [
   "durationpy==0.10",
   "ecdsa==0.19.1",
   "elastic-transport==8.17.1",
-  "elasticsearch==8.19.2",
+  "elasticsearch==8.19.3",
   "email-validator==2.3.0",
   "entrypoints==0.4",
   "et_xmlfile==2.0.0",
@@ -360,13 +357,13 @@ constraint-dependencies = [
   "exceptiongroup==1.3.1",
   "executing==2.2.1",
   "facebook_business==24.0.1",
-  "fastapi-cli==0.0.16",
+  "fastapi-cli==0.0.20",
   "fastapi==0.117.1",
   "fastavro==1.12.1",
   "fasteners==0.20",
   "fastjsonschema==2.21.2",
   "fastuuid==0.14.0",
-  "filelock==3.20.0",
+  "filelock==3.20.2",
   "flask-babel==4.0.0",
   "flower==2.0.1",
   "frozenlist==1.8.0",
@@ -383,19 +380,19 @@ constraint-dependencies = [
   "google-analytics-admin==0.26.0",
   "google-api-core==2.28.1",
   "google-api-python-client==2.187.0",
-  "google-auth-httplib2==0.2.1",
+  "google-auth-httplib2==0.3.0",
   "google-auth-oauthlib==1.2.2",
-  "google-auth==2.43.0",
-  "google-cloud-aiplatform==1.130.0",
+  "google-auth==2.47.0",
+  "google-cloud-aiplatform==1.132.0",
   "google-cloud-alloydb==0.6.0",
   "google-cloud-appengine-logging==1.7.0",
   "google-cloud-audit-log==0.4.0",
   "google-cloud-automl==2.17.0",
   "google-cloud-batch==0.19.0",
   "google-cloud-bigquery-datatransfer==3.20.0",
-  "google-cloud-bigquery-storage==2.35.0",
-  "google-cloud-bigquery==3.38.0",
-  "google-cloud-bigtable==2.34.0",
+  "google-cloud-bigquery-storage==2.36.0",
+  "google-cloud-bigquery==3.39.0",
+  "google-cloud-bigtable==2.35.0",
   "google-cloud-build==3.34.0",
   "google-cloud-compute==1.40.0",
   "google-cloud-container==2.61.0",
@@ -409,19 +406,19 @@ constraint-dependencies = [
   "google-cloud-dlp==3.33.0",
   "google-cloud-kms==3.7.0",
   "google-cloud-language==2.18.0",
-  "google-cloud-logging==3.12.1",
+  "google-cloud-logging==3.13.0",
   "google-cloud-managedkafka==0.2.0",
   "google-cloud-memcache==1.13.0",
   "google-cloud-monitoring==2.28.0",
   "google-cloud-orchestration-airflow==1.18.0",
   "google-cloud-os-login==2.18.0",
-  "google-cloud-pubsub==2.33.0",
+  "google-cloud-pubsub==2.34.0",
   "google-cloud-redis==2.19.0",
   "google-cloud-resource-manager==1.15.0",
   "google-cloud-run==0.13.0",
-  "google-cloud-secret-manager==2.25.0",
-  "google-cloud-spanner==3.60.0",
-  "google-cloud-speech==2.34.0",
+  "google-cloud-secret-manager==2.26.0",
+  "google-cloud-spanner==3.61.0",
+  "google-cloud-speech==2.35.0",
   "google-cloud-storage-control==1.8.0",
   "google-cloud-storage-transfer==1.18.0",
   "google-cloud-storage==3.7.0",
@@ -431,12 +428,12 @@ constraint-dependencies = [
   "google-cloud-videointelligence==2.17.0",
   "google-cloud-vision==3.11.0",
   "google-cloud-workflows==1.19.0",
-  "google-crc32c==1.7.1",
-  "google-genai==1.55.0",
+  "google-crc32c==1.8.0",
+  "google-genai==1.57.0",
   "google-resumable-media==2.8.0",
   "googleapis-common-protos==1.72.0",
   "graphviz==0.21",
-  "greenback==1.2.1",
+  "greenback==1.3.0",
   "greenlet==3.3.0",
   "gremlinpython==3.8.0",
   "grpc-google-iam-v1==0.14.3",
@@ -454,10 +451,9 @@ constraint-dependencies = [
   "httpcore==1.0.9",
   "httplib2==0.22.0",
   "httptools==0.7.1",
-  "httpx-sse==0.4.0",
   "httpx==0.28.1",
-  "huggingface_hub==1.2.2",
-  "humanize==4.14.0",
+  "huggingface_hub==1.2.4",
+  "humanize==4.15.0",
   "hvac==2.4.0",
   "hyperframe==6.1.0",
   "ibm-cloud-sdk-core==3.24.2",
@@ -470,29 +466,29 @@ constraint-dependencies = [
   "inflection==0.5.1",
   "influxdb-client==1.49.0",
   "ipykernel==7.1.0",
-  "ipython==8.37.0",
+  "ipython==8.38.0",
   "isodate==0.7.2",
   "itsdangerous==2.2.0",
   "jaraco.classes==3.4.0",
-  "jaraco.context==6.0.1",
-  "jaraco.functools==4.3.0",
+  "jaraco.context==6.0.2",
+  "jaraco.functools==4.4.0",
   "jedi==0.19.2",
   "jeepney==0.9.0",
   "jiter==0.12.0",
   "jmespath==0.10.0",
-  "joblib==1.5.2",
+  "joblib==1.5.3",
   "jpype1==1.6.0",
   "jsonpath-ng==1.7.0",
   "jsonpath-python==1.1.4",
   "jsonpickle==3.4.2",
   "jsonschema-specifications==2025.9.1",
-  "jsonschema==4.25.1",
+  "jsonschema==4.26.0",
   "jupyter_client==8.7.0",
   "jupyter_core==5.9.1",
   "jupyterlab_pygments==0.3.0",
   "jwcrypto==1.5.6",
   "keyring==25.7.0",
-  "kombu==5.6.1",
+  "kombu==5.6.2",
   "krb5==0.9.0",
   "kubernetes==33.1.0",
   "kubernetes_asyncio==33.3.0",
@@ -501,24 +497,24 @@ constraint-dependencies = [
   "libcst==1.8.6",
   "limits==5.6.0",
   "linkify-it-py==2.0.3",
-  "litellm==1.80.9",
+  "litellm==1.80.12",
   "lockfile==0.12.2",
   "looker_sdk==25.20.0",
   "lxml==6.0.2",
   "lz4==4.4.5",
   "markdown-it-py==4.0.0",
   "marshmallow-sqlalchemy==1.4.2",
-  "marshmallow==3.26.1",
+  "marshmallow==3.26.2",
   "matplotlib-inline==0.2.1",
   "mdurl==0.1.2",
   "mergedeep==1.3.4",
   "methodtools==0.4.7",
-  "microsoft-kiota-abstractions==1.9.7",
-  "microsoft-kiota-authentication-azure==1.9.7",
-  "microsoft-kiota-http==1.9.7",
-  "microsoft-kiota-serialization-json==1.9.7",
-  "microsoft-kiota-serialization-text==1.9.7",
-  "mistune==3.1.4",
+  "microsoft-kiota-abstractions==1.9.8",
+  "microsoft-kiota-authentication-azure==1.9.8",
+  "microsoft-kiota-http==1.9.8",
+  "microsoft-kiota-serialization-json==1.9.8",
+  "microsoft-kiota-serialization-text==1.9.8",
+  "mistune==3.2.0",
   "mmh3==5.2.0",
   "more-itertools==10.8.0",
   "msal-extensions==1.3.1",
@@ -535,7 +531,7 @@ constraint-dependencies = [
   "mysql-connector-python==9.5.0",
   "mysqlclient==2.2.7",
   "natsort==8.4.0",
-  "nbclient==0.10.2",
+  "nbclient==0.10.4",
   "nbconvert==7.16.6",
   "nbformat==5.10.4",
   "neo4j==6.0.3",
@@ -543,7 +539,7 @@ constraint-dependencies = [
   "numpy==1.26.4",
   "oauthlib==3.3.1",
   "objsize==0.7.1",
-  "openai==2.11.0",
+  "openai==2.14.0",
   "opencensus-context==0.1.3",
   "opencensus==0.11.4",
   "openlineage-integration-common==1.41.0",
@@ -569,14 +565,14 @@ constraint-dependencies = [
   "outcome==1.3.0.post0",
   "packaging==25.0",
   "pagerduty==6.1.0",
-  "pandas-gbq==0.31.1",
-  "pandas-stubs==2.3.3.251201",
+  "pandas-gbq==0.33.0",
+  "pandas-stubs==2.3.3.251219",
   "pandas==2.1.4",
   "pandocfilters==1.5.1",
   "papermill==2.6.0",
   "paramiko==3.5.1",
   "parso==0.8.5",
-  "pathspec==0.12.1",
+  "pathspec==1.0.1",
   "pbr==7.0.3",
   "pendulum==3.1.0",
   "pexpect==4.9.0",
@@ -595,9 +591,9 @@ constraint-dependencies = [
   "prometheus_client==0.23.1",
   "prompt_toolkit==3.0.52",
   "propcache==0.4.1",
-  "proto-plus==1.26.1",
+  "proto-plus==1.27.0",
   "protobuf==4.25.8",
-  "psutil==7.1.3",
+  "psutil==7.2.1",
   "psycopg2-binary==2.9.11",
   "ptyprocess==0.7.0",
   "pure-sasl==0.6.2",
@@ -616,29 +612,28 @@ constraint-dependencies = [
   "pydantic==2.12.5",
   "pydantic_core==2.41.5",
   "pydata-google-auth==1.9.1",
-  "pydot==1.4.2",
   "pydruid==0.6.9",
   "pyexasol==1.1.0",
   "pygtrie==2.5.0",
   "pykerberos==1.2.4",
-  "pymongo==4.15.5",
-  "pymssql==2.3.10",
+  "pymongo==4.16.0",
+  "pymssql==2.3.11",
   "pyodbc==5.3.0",
   "pyodps==0.12.5.1",
-  "pyparsing==3.2.5",
+  "pyparsing==3.3.1",
   "pyproject_hooks==1.2.0",
   "pypsrp==0.8.1",
-  "pyspark==4.0.1",
+  "pyspark==4.1.0",
   "pyspnego==0.12.0",
-  "python-arango==8.2.3",
+  "python-arango==8.2.5",
   "python-daemon==3.1.2",
   "python-dateutil==2.9.0.post0",
   "python-dotenv==1.2.1",
   "python-http-client==3.3.7",
   "python-jenkins==1.8.3",
-  "python-keycloak==5.8.1",
+  "python-keycloak==7.0.1",
   "python-ldap==3.4.5",
-  "python-multipart==0.0.20",
+  "python-multipart==0.0.21",
   "python-slugify==8.0.4",
   "python-telegram-bot==22.5",
   "python3-saml==1.16.0",
@@ -649,7 +644,7 @@ constraint-dependencies = [
   "qdrant-client==1.16.2",
   "ray==2.47.1",
   "reactivex==4.1.0",
-  "redis==5.3.1",
+  "redis==6.4.0",
   "redshift-connector==2.1.7",
   "referencing==0.37.0",
   "regex==2025.11.3",
@@ -661,22 +656,21 @@ constraint-dependencies = [
   "requests_ntlm==1.3.0",
   "retryhttp==1.4.0",
   "rich-argparse==1.7.2",
-  "rich-toolkit==0.17.0",
+  "rich-toolkit==0.17.1",
   "rich==13.9.4",
   "rpds-py==0.30.0",
   "rsa==4.9.1",
-  "ruamel.yaml.clib==0.2.15",
-  "ruamel.yaml==0.18.16",
+  "ruamel.yaml==0.19.1",
   "s3fs==2025.12.0",
   "s3transfer==0.15.0",
   "sagemaker_studio==1.0.23",
   "scikit-learn==1.5.2",
   "scipy==1.15.3",
-  "scramp==1.4.6",
+  "scramp==1.4.8",
   "scrapbook==0.5.0",
   "segment-analytics-python==2.3.5",
   "sendgrid==6.12.4",
-  "sentry-sdk==2.47.0",
+  "sentry-sdk==2.48.0",
   "setproctitle==1.3.7",
   "shapely==2.1.2",
   "shellingham==1.5.4",
@@ -688,15 +682,15 @@ constraint-dependencies = [
   "smmap==5.0.2",
   "sniffio==1.3.1",
   "snowflake-connector-python==4.0.0",
-  "snowflake-snowpark-python==1.43.0",
+  "snowflake-snowpark-python==1.44.0",
   "snowflake-sqlalchemy==1.8.2",
   "sortedcontainers==2.4.0",
-  "soupsieve==2.8",
+  "soupsieve==2.8.1",
   "spython==0.3.14",
   "sqlalchemy-bigquery==1.16.0",
-  "sqlalchemy-spanner==1.17.1",
+  "sqlalchemy-spanner==1.17.2",
   "sqlalchemy_drill==1.1.9",
-  "sqlparse==0.5.4",
+  "sqlparse==0.5.5",
   "sshtunnel==0.4.0",
   "stack-data==0.6.3",
   "starlette==0.48.0",
@@ -708,47 +702,47 @@ constraint-dependencies = [
   "tabulate==0.9.0",
   "tenacity==9.1.2",
   "teradatasql==20.0.0.48",
-  "teradatasqlalchemy==20.0.0.8",
-  "termcolor==3.2.0",
+  "teradatasqlalchemy==20.0.0.9",
+  "termcolor==3.3.0",
   "text-unidecode==1.3",
   "threadpoolctl==3.6.0",
   "thrift-sasl==0.4.3",
   "thrift==0.16.0",
   "tiktoken==0.12.0",
   "tinycss2==1.4.0",
-  "tokenizers==0.22.1",
+  "tokenizers==0.22.2",
   "tomli==2.3.0",
   "tomlkit==0.13.3",
-  "tornado==6.5.3",
+  "tornado==6.5.4",
   "tqdm==4.67.1",
   "traitlets==5.14.3",
   "trino==0.336.0",
-  "typer-slim==0.20.0",
-  "typer==0.20.0",
+  "typer-slim==0.21.1",
+  "typer==0.21.1",
   "types-protobuf==6.32.1.20251210",
   "types-pytz==2025.2.0.20251108",
-  "types-requests==2.32.4.20250913",
+  "types-requests==2.32.4.20260107",
   "typing-inspect==0.9.0",
   "typing-inspection==0.4.2",
   "typing_extensions==4.15.0",
-  "tzdata==2025.2",
+  "tzdata==2025.3",
   "tzlocal==5.3.1",
   "uc-micro-py==1.0.3",
   "universal_pathlib==0.2.6",
   "uritemplate==4.2.0",
-  "urllib3==2.6.2",
+  "urllib3==2.6.3",
   "uuid6==2025.0.1",
-  "uv==0.9.17",
-  "uvicorn==0.38.0",
+  "uv==0.9.22",
+  "uvicorn==0.40.0",
   "uvloop==0.22.1",
   "validators==0.35.0",
   "vertica-python==1.4.0",
   "vine==5.1.0",
-  "virtualenv==20.35.4",
+  "virtualenv==20.36.0",
   "watchfiles==1.1.1",
   "watchtower==3.4.0",
   "wcwidth==0.2.14",
-  "weaviate-client==4.18.3",
+  "weaviate-client==4.19.2",
   "webencodings==0.5.1",
   "websocket-client==1.9.0",
   "websockets==15.0.1",
@@ -760,7 +754,7 @@ constraint-dependencies = [
   "yandexcloud==0.328.0",
   "yarl==1.22.0",
   "ydb-dbapi==0.1.16",
-  "ydb==3.22.3",
+  "ydb==3.23.0",
   "zeep==4.3.2",
   "zenpy==2.0.56",
   "zipp==3.23.0",