diff --git a/providers/openlineage/src/airflow/providers/openlineage/conf.py b/providers/openlineage/src/airflow/providers/openlineage/conf.py
index 21e905bf88be2..0fc4611e0c6e5 100644
--- a/providers/openlineage/src/airflow/providers/openlineage/conf.py
+++ b/providers/openlineage/src/airflow/providers/openlineage/conf.py
@@ -36,7 +36,7 @@ def decorator(func):
     cache = decorator
 else:
     from functools import cache
-from airflow.configuration import conf
+from airflow.providers.common.compat.sdk import conf
 
 _CONFIG_SECTION = "openlineage"
 
diff --git a/providers/openlineage/src/airflow/providers/openlineage/plugins/adapter.py b/providers/openlineage/src/airflow/providers/openlineage/plugins/adapter.py
index 4fb8a8f76f71e..76401400aa503 100644
--- a/providers/openlineage/src/airflow/providers/openlineage/plugins/adapter.py
+++ b/providers/openlineage/src/airflow/providers/openlineage/plugins/adapter.py
@@ -36,8 +36,7 @@
 )
 from openlineage.client.uuid import generate_static_uuid
 
-from airflow.configuration import conf as airflow_conf
-from airflow.providers.common.compat.sdk import Stats
+from airflow.providers.common.compat.sdk import conf as airflow_conf, Stats
 from airflow.providers.openlineage import __version__ as OPENLINEAGE_PROVIDER_VERSION, conf
 from airflow.providers.openlineage.utils.utils import (
     OpenLineageRedactor,