diff --git a/app/controllers/manager/base_manager.py b/app/controllers/manager/base_manager.py
new file mode 100644
index 0000000..99cbf6f
--- /dev/null
+++ b/app/controllers/manager/base_manager.py
@@ -0,0 +1,57 @@
+import threading
+from typing import Callable, Any, Dict
+
+
+class TaskManager:
+    def __init__(self, max_concurrent_tasks: int):
+        self.max_concurrent_tasks = max_concurrent_tasks
+        self.current_tasks = 0
+        self.lock = threading.Lock()
+        self.queue = self.create_queue()
+
+    def create_queue(self):
+        raise NotImplementedError()
+
+    def add_task(self, func: Callable, *args: Any, **kwargs: Any):
+        with self.lock:
+            if self.current_tasks < self.max_concurrent_tasks:
+                print(f"add task: {func.__name__}, current_tasks: {self.current_tasks}")
+                self.execute_task(func, *args, **kwargs)
+            else:
+                print(f"enqueue task: {func.__name__}, current_tasks: {self.current_tasks}")
+                self.enqueue({"func": func, "args": args, "kwargs": kwargs})
+
+    def execute_task(self, func: Callable, *args: Any, **kwargs: Any):
+        thread = threading.Thread(target=self.run_task, args=(func, *args), kwargs=kwargs)
+        thread.start()
+
+    def run_task(self, func: Callable, *args: Any, **kwargs: Any):
+        try:
+            with self.lock:
+                self.current_tasks += 1
+            func(*args, **kwargs)  # 在这里调用函数，传递*args和**kwargs
+        finally:
+            self.task_done()
+
+    def check_queue(self):
+        with self.lock:
+            if self.current_tasks < self.max_concurrent_tasks and not self.is_queue_empty():
+                task_info = self.dequeue()
+                func = task_info['func']
+                args = task_info.get('args', ())
+                kwargs = task_info.get('kwargs', {})
+                self.execute_task(func, *args, **kwargs)
+
+    def task_done(self):
+        with self.lock:
+            self.current_tasks -= 1
+        self.check_queue()
+
+    def enqueue(self, task: Dict):
+        raise NotImplementedError()
+
+    def dequeue(self):
+        raise NotImplementedError()
+
+    def is_queue_empty(self):
+        raise NotImplementedError()
diff --git a/app/controllers/manager/memory_manager.py b/app/controllers/manager/memory_manager.py
new file mode 100644
index 0000000..cf7321f
--- /dev/null
+++ b/app/controllers/manager/memory_manager.py
@@ -0,0 +1,18 @@
+from queue import Queue
+from typing import Dict
+
+from app.controllers.manager.base_manager import TaskManager
+
+
+class InMemoryTaskManager(TaskManager):
+    def create_queue(self):
+        return Queue()
+
+    def enqueue(self, task: Dict):
+        self.queue.put(task)
+
+    def dequeue(self):
+        return self.queue.get()
+
+    def is_queue_empty(self):
+        return self.queue.empty()
diff --git a/app/controllers/manager/redis_manager.py b/app/controllers/manager/redis_manager.py
new file mode 100644
index 0000000..a37c26c
--- /dev/null
+++ b/app/controllers/manager/redis_manager.py
@@ -0,0 +1,48 @@
+import json
+from typing import Dict
+
+import redis
+
+from app.controllers.manager.base_manager import TaskManager
+from app.models.schema import VideoParams
+from app.services import task as tm
+
+FUNC_MAP = {
+    'start': tm.start,
+    # 'start_test': tm.start_test
+}
+
+
+class RedisTaskManager(TaskManager):
+    def __init__(self, max_concurrent_tasks: int, redis_url: str):
+        self.redis_client = redis.Redis.from_url(redis_url)
+        super().__init__(max_concurrent_tasks)
+
+    def create_queue(self):
+        return "task_queue"
+
+    def enqueue(self, task: Dict):
+        task_with_serializable_params = task.copy()
+
+        if 'params' in task['kwargs'] and isinstance(task['kwargs']['params'], VideoParams):
+            task_with_serializable_params['kwargs']['params'] = task['kwargs']['params'].dict()
+
+        # 将函数对象转换为其名称
+        task_with_serializable_params['func'] = task['func'].__name__
+        self.redis_client.rpush(self.queue, json.dumps(task_with_serializable_params))
+
+    def dequeue(self):
+        task_json = self.redis_client.lpop(self.queue)
+        if task_json:
+            task_info = json.loads(task_json)
+            # 将函数名称转换回函数对象
+            task_info['func'] = FUNC_MAP[task_info['func']]
+
+            if 'params' in task_info['kwargs'] and isinstance(task_info['kwargs']['params'], dict):
+                task_info['kwargs']['params'] = VideoParams(**task_info['kwargs']['params'])
+
+            return task_info
+        return None
+
+    def is_queue_empty(self):
+        return self.redis_client.llen(self.queue) == 0
diff --git a/app/controllers/v1/video.py b/app/controllers/v1/video.py
index ab1a3a0..cc3ca3b 100644
--- a/app/controllers/v1/video.py
+++ b/app/controllers/v1/video.py
@@ -10,6 +10,8 @@ from loguru import logger
 
 from app.config import config
 from app.controllers import base
+from app.controllers.manager.memory_manager import InMemoryTaskManager
+from app.controllers.manager.redis_manager import RedisTaskManager
 from app.controllers.v1.base import new_router
 from app.models.exception import HttpException
 from app.models.schema import TaskVideoRequest, TaskQueryResponse, TaskResponse, TaskQueryRequest, \
@@ -22,6 +24,35 @@ from app.utils import utils
 # router = new_router(dependencies=[Depends(base.verify_token)])
 router = new_router()
 
+_enable_redis = config.app.get("enable_redis", False)
+_redis_host = config.app.get("redis_host", "localhost")
+_redis_port = config.app.get("redis_port", 6379)
+_redis_db = config.app.get("redis_db", 0)
+_redis_password = config.app.get("redis_password", None)
+_max_concurrent_tasks = config.app.get("max_concurrent_tasks", 5)
+
+redis_url = f"redis://:{_redis_password}@{_redis_host}:{_redis_port}/{_redis_db}"
+# 根据配置选择合适的任务管理器
+if _enable_redis:
+    task_manager = RedisTaskManager(max_concurrent_tasks=_max_concurrent_tasks, redis_url=redis_url)
+else:
+    task_manager = InMemoryTaskManager(max_concurrent_tasks=_max_concurrent_tasks)
+
+# @router.post("/videos-test", response_model=TaskResponse, summary="Generate a short video")
+# async def create_video_test(request: Request, body: TaskVideoRequest):
+#     task_id = utils.get_uuid()
+#     request_id = base.get_task_id(request)
+#     try:
+#         task = {
+#             "task_id": task_id,
+#             "request_id": request_id,
+#             "params": body.dict(),
+#         }
+#         task_manager.add_task(tm.start_test, task_id=task_id, params=body)
+#         return utils.get_response(200, task)
+#     except ValueError as e:
+#         raise HttpException(task_id=task_id, status_code=400, message=f"{request_id}: {str(e)}")
+
 
 @router.post("/videos", response_model=TaskResponse, summary="Generate a short video")
 def create_video(background_tasks: BackgroundTasks, request: Request, body: TaskVideoRequest):
@@ -34,7 +65,8 @@ def create_video(background_tasks: BackgroundTasks, request: Request, body: Task
             "params": body.dict(),
         }
         sm.state.update_task(task_id)
-        background_tasks.add_task(tm.start, task_id=task_id, params=body)
+        # background_tasks.add_task(tm.start, task_id=task_id, params=body)
+        task_manager.add_task(tm.start, task_id=task_id, params=body)
         logger.success(f"video created: {utils.to_json(task)}")
         return utils.get_response(200, task)
     except ValueError as e:
diff --git a/app/models/schema.py b/app/models/schema.py
index 29cf732..50ee918 100644
--- a/app/models/schema.py
+++ b/app/models/schema.py
@@ -73,7 +73,7 @@ class MaterialInfo:
 # ]
 
 
-class VideoParams:
+class VideoParams(BaseModel):
     """
     {
       "video_subject": "",
diff --git a/app/services/task.py b/app/services/task.py
index 595ddc0..05fbc12 100644
--- a/app/services/task.py
+++ b/app/services/task.py
@@ -173,3 +173,9 @@ def start(task_id, params: VideoParams):
     }
     sm.state.update_task(task_id, state=const.TASK_STATE_COMPLETE, progress=100, **kwargs)
     return kwargs
+
+
+# def start_test(task_id, params: VideoParams):
+#     print(f"start task {task_id} \n")
+#     time.sleep(5)
+#     print(f"task {task_id} finished \n")
diff --git a/config.example.toml b/config.example.toml
index c19ac57..0348782 100644
--- a/config.example.toml
+++ b/config.example.toml
@@ -1,3 +1,6 @@
+listen_host = "127.0.0.1"
+listen_port = 8502
+
 [app]
     # Pexels API Key
     # Register at https://www.pexels.com/api/ to get your API key.
@@ -134,6 +137,10 @@
     redis_host = "localhost"
     redis_port = 6379
     redis_db = 0
+    redis_password = ""
+
+    # 文生视频时的最大并发任务数
+    max_concurrent_tasks = 5
 
 [whisper]
     # Only effective when subtitle_provider is "whisper"