diff --git a/src/backend/langflow/services/task/backends/__init__.py b/src/backend/langflow/services/task/backends/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/src/backend/langflow/services/task/backends/anyio.py b/src/backend/langflow/services/task/backends/anyio.py
new file mode 100644
index 000000000..68c449d4e
--- /dev/null
+++ b/src/backend/langflow/services/task/backends/anyio.py
@@ -0,0 +1,50 @@
+from typing import Any, Callable, Tuple
+import anyio
+from langflow.services.task.backends.base import TaskBackend
+
+
+class AnyIOTaskResult:
+    def __init__(self, scope):
+        self._scope = scope
+        self._status = "PENDING"
+        self._result = None
+        self._exception = None
+
+    @property
+    def status(self) -> str:
+        if self._status == "DONE":
+            return "FAILURE" if self._exception is not None else "SUCCESS"
+        return self._status
+
+    @property
+    def result(self) -> any:
+        return self._result
+
+    def ready(self) -> bool:
+        return self._status == "DONE"
+
+    async def run(self, func, *args, **kwargs):
+        try:
+            self._result = await func(*args, **kwargs)
+        except Exception as e:
+            self._exception = e
+        finally:
+            self._status = "DONE"
+
+
+class AnyIOBackend(TaskBackend):
+    def __init__(self):
+        self.tasks = {}
+
+    async def launch_task(
+        self, task_func: Callable[..., Any], *args: Any, **kwargs: Any
+    ) -> Tuple[str, AnyIOTaskResult]:  # sourcery skip: remove-unnecessary-cast
+        async with anyio.create_task_group() as tg:
+            task_result = AnyIOTaskResult(tg)
+            await tg.spawn(task_result.run, task_func, *args, **kwargs)
+            task_id = str(id(task_result))
+            self.tasks[task_id] = task_result
+            return task_id, task_result
+
+    def get_task(self, task_id: int) -> AnyIOTaskResult:
+        return self.tasks.get(task_id)
diff --git a/src/backend/langflow/services/task/backends/base.py b/src/backend/langflow/services/task/backends/base.py
new file mode 100644
index 000000000..a05c760e7
--- /dev/null
+++ b/src/backend/langflow/services/task/backends/base.py
@@ -0,0 +1,14 @@
+from abc import ABC, abstractmethod
+from typing import Any, Callable, Union
+
+
+class TaskBackend(ABC):
+    @abstractmethod
+    def launch_task(
+        self, task_func: Callable[..., Any], *args: Any, **kwargs: Any
+    ) -> Union[int, str]:
+        pass
+
+    @abstractmethod
+    def get_task(self, task_id: Union[int, str]) -> Any:
+        pass
diff --git a/src/backend/langflow/services/task/backends/celery.py b/src/backend/langflow/services/task/backends/celery.py
new file mode 100644
index 000000000..04e26159c
--- /dev/null
+++ b/src/backend/langflow/services/task/backends/celery.py
@@ -0,0 +1,18 @@
+from typing import Any, Callable
+from celery.result import AsyncResult
+from langflow.services.task.backends.base import TaskBackend
+from langflow.worker import celery_app
+
+
+class CeleryBackend(TaskBackend):
+    def __init__(self):
+        self.celery_app = celery_app
+
+    def launch_task(
+        self, task_func: Callable[..., Any], *args: Any, **kwargs: Any
+    ) -> str:
+        task = task_func.apply_async(args=args, kwargs=kwargs)
+        return task.id
+
+    def get_task(self, task_id: str) -> AsyncResult:
+        return AsyncResult(task_id, app=self.celery_app)