diff --git a/airflow-core/src/airflow/config_templates/airflow_local_settings.py b/airflow-core/src/airflow/config_templates/airflow_local_settings.py
index 319cdc972593c..3cade5678261c 100644
--- a/airflow-core/src/airflow/config_templates/airflow_local_settings.py
+++ b/airflow-core/src/airflow/config_templates/airflow_local_settings.py
@@ -180,7 +180,7 @@
         )
         remote_task_handler_kwargs = {}
     elif remote_base_log_folder.startswith("gs://"):
-        from airflow.providers.google.cloud.logs.gcs_task_handler import GCSRemoteLogIO
+        from airflow.providers.google.cloud.log.gcs_task_handler import GCSRemoteLogIO
 
         key_path = conf.get_mandatory_value("logging", "google_key_path", fallback=None)
 
diff --git a/airflow-core/tests/unit/core/test_logging_config.py b/airflow-core/tests/unit/core/test_logging_config.py
index b19e7d9bbe7d6..72864b066b34a 100644
--- a/airflow-core/tests/unit/core/test_logging_config.py
+++ b/airflow-core/tests/unit/core/test_logging_config.py
@@ -295,6 +295,36 @@ def test_log_group_arns_remote_logging_with_cloudwatch_handler(
             assert isinstance(remote_io, CloudWatchRemoteLogIO)
             assert remote_io.log_group_arn == log_group_arn
 
+    def test_loading_remote_logging_with_gcs_handler(self):
+        """Test if logging can be configured successfully for GCS"""
+        import airflow.logging_config
+        from airflow.config_templates import airflow_local_settings
+        from airflow.providers.google.cloud.log.gcs_task_handler import GCSRemoteLogIO
+
+        with conf_vars(
+            {
+                ("logging", "remote_logging"): "True",
+                ("logging", "remote_log_conn_id"): "some_gcs",
+                ("logging", "remote_base_log_folder"): "gs://some-folder",
+                ("logging", "google_key_path"): "/gcs-key.json",
+                (
+                    "logging",
+                    "remote_task_handler_kwargs",
+                ): '{"delete_local_copy": true, "project_id": "test-project", "gcp_keyfile_dict": {},"scopes": ["https://www.googleapis.com/auth/devstorage.read_write"]}',
+            }
+        ):
+            importlib.reload(airflow_local_settings)
+            airflow.logging_config.configure_logging()
+
+        assert isinstance(airflow.logging_config.REMOTE_TASK_LOG, GCSRemoteLogIO)
+        assert getattr(airflow.logging_config.REMOTE_TASK_LOG, "delete_local_copy") is True
+        assert getattr(airflow.logging_config.REMOTE_TASK_LOG, "project_id") == "test-project"
+        assert getattr(airflow.logging_config.REMOTE_TASK_LOG, "gcp_keyfile_dict") == {}
+        assert getattr(airflow.logging_config.REMOTE_TASK_LOG, "scopes") == [
+            "https://www.googleapis.com/auth/devstorage.read_write"
+        ]
+        assert getattr(airflow.logging_config.REMOTE_TASK_LOG, "gcp_key_path") == "/gcs-key.json"
+
     def test_loading_remote_logging_with_kwargs(self):
         """Test if logging can be configured successfully with kwargs"""
         pytest.importorskip("airflow.providers.amazon", reason="'amazon' provider not installed")
diff --git a/providers/google/src/airflow/providers/google/cloud/log/gcs_task_handler.py b/providers/google/src/airflow/providers/google/cloud/log/gcs_task_handler.py
index c598e02ba4a30..249cb80aa852f 100644
--- a/providers/google/src/airflow/providers/google/cloud/log/gcs_task_handler.py
+++ b/providers/google/src/airflow/providers/google/cloud/log/gcs_task_handler.py
@@ -61,13 +61,15 @@ class GCSRemoteLogIO(LoggingMixin):  # noqa: D101
     remote_base: str
     base_log_folder: Path = attrs.field(converter=Path)
     delete_local_copy: bool
+    project_id: str
 
     gcp_key_path: str | None
     gcp_keyfile_dict: dict | None
     scopes: Collection[str] | None
-    project_id: str
 
-    def upload(self, path: os.PathLike, ti: RuntimeTI):
+    processors = ()
+
+    def upload(self, path: os.PathLike | str, ti: RuntimeTI):
         """Upload the given log path to the remote storage."""
         path = Path(path)
         if path.is_absolute():