diff --git a/providers/arangodb/pyproject.toml b/providers/arangodb/pyproject.toml
index 61bf1175cf4a3..be286d7dc508e 100644
--- a/providers/arangodb/pyproject.toml
+++ b/providers/arangodb/pyproject.toml
@@ -58,6 +58,7 @@ requires-python = ">=3.10"
 # After you modify the dependencies, and rebuild your Breeze CI image with ``breeze ci-image build``
 dependencies = [
     "apache-airflow>=2.10.0",
+    "apache-airflow-providers-common-compat>=1.7.4",    # + TODO: bump to next version
     "python-arango>=7.3.2",
 ]
 
@@ -66,6 +67,7 @@ dev = [
     "apache-airflow",
     "apache-airflow-task-sdk",
     "apache-airflow-devel-common",
+    "apache-airflow-providers-common-compat",
     # Additional devel dependencies (do not remove this line and add extra development dependencies)
 ]
 
diff --git a/providers/arangodb/src/airflow/providers/arangodb/hooks/arangodb.py b/providers/arangodb/src/airflow/providers/arangodb/hooks/arangodb.py
index 349613a52326b..358abdd3102b2 100644
--- a/providers/arangodb/src/airflow/providers/arangodb/hooks/arangodb.py
+++ b/providers/arangodb/src/airflow/providers/arangodb/hooks/arangodb.py
@@ -32,7 +32,7 @@
 )
 
 from airflow.exceptions import AirflowException
-from airflow.providers.arangodb.version_compat import BaseHook
+from airflow.providers.common.compat.sdk import BaseHook
 
 if TYPE_CHECKING:
     from arango.database import StandardDatabase
diff --git a/providers/arangodb/src/airflow/providers/arangodb/operators/arangodb.py b/providers/arangodb/src/airflow/providers/arangodb/operators/arangodb.py
index 570a1666676c5..a1f629d34924b 100644
--- a/providers/arangodb/src/airflow/providers/arangodb/operators/arangodb.py
+++ b/providers/arangodb/src/airflow/providers/arangodb/operators/arangodb.py
@@ -22,14 +22,10 @@
 
 from airflow.exceptions import AirflowException
 from airflow.providers.arangodb.hooks.arangodb import ArangoDBHook
-from airflow.providers.arangodb.version_compat import BaseOperator
+from airflow.providers.common.compat.sdk import BaseOperator
 
 if TYPE_CHECKING:
-    try:
-        from airflow.sdk.definitions.context import Context
-    except ImportError:
-        # TODO: Remove once provider drops support for Airflow 2
-        from airflow.utils.context import Context
+    from airflow.providers.common.compat.sdk import Context
 
 
 class AQLOperator(BaseOperator):
diff --git a/providers/arangodb/src/airflow/providers/arangodb/sensors/arangodb.py b/providers/arangodb/src/airflow/providers/arangodb/sensors/arangodb.py
index 4221b92499642..539d82551065d 100644
--- a/providers/arangodb/src/airflow/providers/arangodb/sensors/arangodb.py
+++ b/providers/arangodb/src/airflow/providers/arangodb/sensors/arangodb.py
@@ -21,14 +21,10 @@
 from typing import TYPE_CHECKING
 
 from airflow.providers.arangodb.hooks.arangodb import ArangoDBHook
-from airflow.providers.arangodb.version_compat import BaseSensorOperator
+from airflow.providers.common.compat.sdk import BaseSensorOperator
 
 if TYPE_CHECKING:
-    try:
-        from airflow.sdk.definitions.context import Context
-    except ImportError:
-        # TODO: Remove once provider drops support for Airflow 2
-        from airflow.utils.context import Context
+    from airflow.providers.common.compat.sdk import Context
 
 
 class AQLSensor(BaseSensorOperator):
diff --git a/providers/arangodb/src/airflow/providers/arangodb/version_compat.py b/providers/arangodb/src/airflow/providers/arangodb/version_compat.py
index 03bf6973a704b..a4fae50317e81 100644
--- a/providers/arangodb/src/airflow/providers/arangodb/version_compat.py
+++ b/providers/arangodb/src/airflow/providers/arangodb/version_compat.py
@@ -35,21 +35,7 @@ def get_base_airflow_version_tuple() -> tuple[int, int, int]:
 AIRFLOW_V_3_0_PLUS = get_base_airflow_version_tuple() >= (3, 0, 0)
 AIRFLOW_V_3_1_PLUS: bool = get_base_airflow_version_tuple() >= (3, 1, 0)
 
-if AIRFLOW_V_3_1_PLUS:
-    from airflow.sdk import BaseHook
-else:
-    from airflow.hooks.base import BaseHook  # type: ignore[attr-defined,no-redef]
-
-if AIRFLOW_V_3_0_PLUS:
-    from airflow.sdk import BaseOperator, BaseSensorOperator
-else:
-    from airflow.models import BaseOperator
-    from airflow.sensors.base import BaseSensorOperator  # type: ignore[no-redef]
-
 __all__ = [
     "AIRFLOW_V_3_0_PLUS",
     "AIRFLOW_V_3_1_PLUS",
-    "BaseHook",
-    "BaseOperator",
-    "BaseSensorOperator",
 ]