diff --git a/providers/qdrant/src/airflow/providers/qdrant/hooks/qdrant.py b/providers/qdrant/src/airflow/providers/qdrant/hooks/qdrant.py
index 66e4dfb5372c4..e692491ae8792 100644
--- a/providers/qdrant/src/airflow/providers/qdrant/hooks/qdrant.py
+++ b/providers/qdrant/src/airflow/providers/qdrant/hooks/qdrant.py
@@ -24,10 +24,7 @@
 from qdrant_client import QdrantClient
 from qdrant_client.http.exceptions import UnexpectedResponse
 
-try:
-    from airflow.sdk import BaseHook
-except ImportError:
-    from airflow.hooks.base import BaseHook  # type: ignore[attr-defined,no-redef]
+from airflow.providers.qdrant.version_compat import BaseHook
 
 
 class QdrantHook(BaseHook):
diff --git a/providers/qdrant/src/airflow/providers/qdrant/version_compat.py b/providers/qdrant/src/airflow/providers/qdrant/version_compat.py
index 9e99cafacafa1..41196dbb387c8 100644
--- a/providers/qdrant/src/airflow/providers/qdrant/version_compat.py
+++ b/providers/qdrant/src/airflow/providers/qdrant/version_compat.py
@@ -28,10 +28,16 @@ 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_0_PLUS:
     from airflow.sdk import BaseOperator
 else:
     from airflow.models import BaseOperator
 
-__all__ = ["AIRFLOW_V_3_0_PLUS", "BaseOperator"]
+if AIRFLOW_V_3_1_PLUS:
+    from airflow.sdk import BaseHook
+else:
+    from airflow.hooks.base import BaseHook  # type: ignore[attr-defined,no-redef]
+
+__all__ = ["AIRFLOW_V_3_0_PLUS", "AIRFLOW_V_3_1_PLUS", "BaseHook", "BaseOperator"]