diff --git a/providers/slack/src/airflow/providers/slack/hooks/slack.py b/providers/slack/src/airflow/providers/slack/hooks/slack.py
index 13e052a35a66e..b4f3bc81c34b6 100644
--- a/providers/slack/src/airflow/providers/slack/hooks/slack.py
+++ b/providers/slack/src/airflow/providers/slack/hooks/slack.py
@@ -39,8 +39,8 @@
 from typing_extensions import NotRequired
 
 from airflow.exceptions import AirflowException, AirflowNotFoundException
+from airflow.providers.common.compat.sdk import BaseHook
 from airflow.providers.slack.utils import ConnectionExtraConfig, get_async_connection
-from airflow.providers.slack.version_compat import BaseHook
 from airflow.utils.helpers import exactly_one
 
 if TYPE_CHECKING:
@@ -48,7 +48,7 @@
     from slack_sdk.web.async_client import AsyncSlackResponse
     from slack_sdk.web.slack_response import SlackResponse
 
-    from airflow.providers.slack.version_compat import Connection
+    from airflow.providers.common.compat.sdk import Connection
 
 
 class FileUploadTypeDef(TypedDict):
diff --git a/providers/slack/src/airflow/providers/slack/hooks/slack_webhook.py b/providers/slack/src/airflow/providers/slack/hooks/slack_webhook.py
index e707c1e49d384..8a879d7f9809b 100644
--- a/providers/slack/src/airflow/providers/slack/hooks/slack_webhook.py
+++ b/providers/slack/src/airflow/providers/slack/hooks/slack_webhook.py
@@ -27,8 +27,8 @@
 from slack_sdk.webhook.async_client import AsyncWebhookClient
 
 from airflow.exceptions import AirflowException, AirflowNotFoundException
+from airflow.providers.common.compat.sdk import BaseHook
 from airflow.providers.slack.utils import ConnectionExtraConfig, get_async_connection
-from airflow.providers.slack.version_compat import BaseHook
 
 if TYPE_CHECKING:
     from slack_sdk.http_retry import RetryHandler
diff --git a/providers/slack/src/airflow/providers/slack/operators/slack.py b/providers/slack/src/airflow/providers/slack/operators/slack.py
index 35f3712ff50dd..0eb502624b00b 100644
--- a/providers/slack/src/airflow/providers/slack/operators/slack.py
+++ b/providers/slack/src/airflow/providers/slack/operators/slack.py
@@ -24,17 +24,13 @@
 from typing import TYPE_CHECKING, Any, Literal
 
 from airflow.exceptions import AirflowProviderDeprecationWarning
+from airflow.providers.common.compat.sdk import BaseOperator
 from airflow.providers.slack.hooks.slack import SlackHook
-from airflow.providers.slack.version_compat import BaseOperator
 
 if TYPE_CHECKING:
     from slack_sdk.http_retry import RetryHandler
 
-    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 SlackAPIOperator(BaseOperator):
diff --git a/providers/slack/src/airflow/providers/slack/operators/slack_webhook.py b/providers/slack/src/airflow/providers/slack/operators/slack_webhook.py
index 3bdb7a55e9d12..704613fc2739a 100644
--- a/providers/slack/src/airflow/providers/slack/operators/slack_webhook.py
+++ b/providers/slack/src/airflow/providers/slack/operators/slack_webhook.py
@@ -21,17 +21,13 @@
 from functools import cached_property
 from typing import TYPE_CHECKING
 
+from airflow.providers.common.compat.sdk import BaseOperator
 from airflow.providers.slack.hooks.slack_webhook import SlackWebhookHook
-from airflow.providers.slack.version_compat import BaseOperator
 
 if TYPE_CHECKING:
     from slack_sdk.http_retry import RetryHandler
 
-    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 SlackWebhookOperator(BaseOperator):
diff --git a/providers/slack/src/airflow/providers/slack/transfers/base_sql_to_slack.py b/providers/slack/src/airflow/providers/slack/transfers/base_sql_to_slack.py
index e9590105ea795..256b85c02c7cd 100644
--- a/providers/slack/src/airflow/providers/slack/transfers/base_sql_to_slack.py
+++ b/providers/slack/src/airflow/providers/slack/transfers/base_sql_to_slack.py
@@ -20,7 +20,7 @@
 from typing import TYPE_CHECKING, Any
 
 from airflow.exceptions import AirflowException
-from airflow.providers.slack.version_compat import BaseHook, BaseOperator
+from airflow.providers.common.compat.sdk import BaseHook, BaseOperator
 
 if TYPE_CHECKING:
     import pandas as pd
diff --git a/providers/slack/src/airflow/providers/slack/transfers/sql_to_slack.py b/providers/slack/src/airflow/providers/slack/transfers/sql_to_slack.py
index 176ddccfaa2e4..4b3cba934c4b0 100644
--- a/providers/slack/src/airflow/providers/slack/transfers/sql_to_slack.py
+++ b/providers/slack/src/airflow/providers/slack/transfers/sql_to_slack.py
@@ -28,11 +28,7 @@
 from airflow.providers.slack.utils import parse_filename
 
 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 SqlToSlackApiFileOperator(BaseSqlToSlackOperator):
diff --git a/providers/slack/src/airflow/providers/slack/transfers/sql_to_slack_webhook.py b/providers/slack/src/airflow/providers/slack/transfers/sql_to_slack_webhook.py
index c840822c609dd..0326e71da6270 100644
--- a/providers/slack/src/airflow/providers/slack/transfers/sql_to_slack_webhook.py
+++ b/providers/slack/src/airflow/providers/slack/transfers/sql_to_slack_webhook.py
@@ -26,11 +26,7 @@
 from airflow.providers.slack.transfers.base_sql_to_slack import BaseSqlToSlackOperator
 
 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 SqlToSlackWebhookOperator(BaseSqlToSlackOperator):
diff --git a/providers/slack/src/airflow/providers/slack/utils/__init__.py b/providers/slack/src/airflow/providers/slack/utils/__init__.py
index a50bee4c66adb..640a52cd6e1bc 100644
--- a/providers/slack/src/airflow/providers/slack/utils/__init__.py
+++ b/providers/slack/src/airflow/providers/slack/utils/__init__.py
@@ -22,7 +22,7 @@
 
 from asgiref.sync import sync_to_async
 
-from airflow.providers.slack.version_compat import BaseHook, Connection
+from airflow.providers.common.compat.sdk import BaseHook, Connection
 from airflow.utils.types import NOTSET
 
 
diff --git a/providers/slack/src/airflow/providers/slack/version_compat.py b/providers/slack/src/airflow/providers/slack/version_compat.py
index 7ee3d88862700..a4fae50317e81 100644
--- a/providers/slack/src/airflow/providers/slack/version_compat.py
+++ b/providers/slack/src/airflow/providers/slack/version_compat.py
@@ -35,20 +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_0_PLUS:
-    from airflow.sdk import BaseOperator, Connection
-else:
-    from airflow.models import BaseOperator, Connection  # type: ignore[assignment]
-
-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",
-    "Connection",
 ]