diff --git a/README.md b/README.md
index 92ca795..2203c1c 100644
--- a/README.md
+++ b/README.md
@@ -143,6 +143,7 @@ async def websocket_endpoint(websocket: WebSocket):
 
 The lua script used.
 
+### fixed window
 ```lua
 local key = KEYS[1]
 local limit = tonumber(ARGV[1])
@@ -162,6 +163,27 @@ else
 end
 ```
 
+### sliding window
+```lua
+local key = KEYS[1]
+local limit = tonumber(ARGV[1])
+local expire_time = tonumber(ARGV[2])
+local current_time = redis.call('TIME')[1]
+local start_time = current_time - expire_time / 1000
+
+redis.call('ZREMRANGEBYSCORE', key, 0, start_time)
+
+local current = redis.call('ZCARD', key)
+
+if current >= limit then
+    return redis.call("PTTL",key)
+else
+    redis.call("ZADD", key, current_time, current_time)
+    redis.call('PEXPIRE', key, expire_time)
+    return 0
+end
+```
+
 ## License
 
 This project is licensed under the
diff --git a/examples/main.py b/examples/main.py
index 3e0a2b0..9eea407 100644
--- a/examples/main.py
+++ b/examples/main.py
@@ -6,7 +6,7 @@
 
 from fastapi_limiter import FastAPILimiter
 from fastapi_limiter.depends import RateLimiter, WebSocketRateLimiter
-
+from fastapi_limiter.utils import RateLimitType
 
 @asynccontextmanager
 async def lifespan(_: FastAPI):
@@ -52,6 +52,15 @@ async def websocket_endpoint(websocket: WebSocket):
         except HTTPException:
             await websocket.send_text("Hello again")
 
+@app.get(
+    "/test_sliding_window", 
+    dependencies=[
+        Depends(RateLimiter(times=2, seconds=5, rate_limit_type=RateLimitType.SLIDING_WINDOW))
+    ],
+)
+async def test_sliding_window():
+    return {"msg": "Hello World"}
+
 
 if __name__ == "__main__":
     uvicorn.run("main:app", debug=True, reload=True)
diff --git a/fastapi_limiter/__init__.py b/fastapi_limiter/__init__.py
index 5b48091..9505f11 100644
--- a/fastapi_limiter/__init__.py
+++ b/fastapi_limiter/__init__.py
@@ -6,6 +6,7 @@
 from starlette.responses import Response
 from starlette.status import HTTP_429_TOO_MANY_REQUESTS
 from starlette.websockets import WebSocket
+from fastapi_limiter.utils import LuaScript
 
 
 async def default_identifier(request: Union[Request, WebSocket]):
@@ -51,22 +52,8 @@ class FastAPILimiter:
     identifier: Optional[Callable] = None
     http_callback: Optional[Callable] = None
     ws_callback: Optional[Callable] = None
-    lua_script = """local key = KEYS[1]
-local limit = tonumber(ARGV[1])
-local expire_time = ARGV[2]
-
-local current = tonumber(redis.call('get', key) or "0")
-if current > 0 then
- if current + 1 > limit then
- return redis.call("PTTL",key)
- else
-        redis.call("INCR", key)
- return 0
- end
-else
-    redis.call("SET", key, 1,"px",expire_time)
- return 0
-end"""
+    lua_sha_fix_window: Optional[str] = None
+    lua_sha_sliding_window: Optional[str] = None
 
     @classmethod
     async def init(
@@ -82,7 +69,8 @@ async def init(
         cls.identifier = identifier
         cls.http_callback = http_callback
         cls.ws_callback = ws_callback
-        cls.lua_sha = await redis.script_load(cls.lua_script)
+        cls.lua_sha_fix_window = await redis.script_load(LuaScript.FIXED_WINDOW_LIMIT_SCRIPT.value)
+        cls.lua_sha_sliding_window = await redis.script_load(LuaScript.SLIDING_WINDOW_LIMIT_SCRIPT.value)
 
     @classmethod
     async def close(cls) -> None:
diff --git a/fastapi_limiter/depends.py b/fastapi_limiter/depends.py
index 295df94..5f39143 100644
--- a/fastapi_limiter/depends.py
+++ b/fastapi_limiter/depends.py
@@ -7,6 +7,7 @@
 from starlette.websockets import WebSocket
 
 from fastapi_limiter import FastAPILimiter
+from fastapi_limiter.utils import RateLimitType
 
 
 class RateLimiter:
@@ -19,16 +20,30 @@ def __init__(
         hours: Annotated[int, Field(ge=-1)] = 0,
         identifier: Optional[Callable] = None,
         callback: Optional[Callable] = None,
+        rate_limit_type: RateLimitType = RateLimitType.FIXED_WINDOW
     ):
         self.times = times
         self.milliseconds = milliseconds + 1000 * seconds + 60000 * minutes + 3600000 * hours
         self.identifier = identifier
         self.callback = callback
+        self.rate_limit_type = rate_limit_type
 
-    async def _check(self, key):
+    def _get_lua_sha(self, specific_lua_sha=None):
+        if specific_lua_sha:
+            return specific_lua_sha
+        elif self.rate_limit_type is RateLimitType.SLIDING_WINDOW:
+            return FastAPILimiter.lua_sha_sliding_window
+        return FastAPILimiter.lua_sha_fix_window
+
+
+    async def _check(self, key, specific_lua_sha=None):
         redis = FastAPILimiter.redis
         pexpire = await redis.evalsha(
-            FastAPILimiter.lua_sha, 1, key, str(self.times), str(self.milliseconds)
+            self._get_lua_sha(specific_lua_sha), 
+            1, 
+            key, 
+            str(self.times), 
+            str(self.milliseconds)
         )
         return pexpire
 
@@ -53,10 +68,7 @@ async def __call__(self, request: Request, response: Response):
         try:
             pexpire = await self._check(key)
         except pyredis.exceptions.NoScriptError:
-            FastAPILimiter.lua_sha = await FastAPILimiter.redis.script_load(
-                FastAPILimiter.lua_script
-            )
-            pexpire = await self._check(key)
+            pexpire = await self._check(key, specific_lua_sha=FastAPILimiter.lua_sha_fix_window)
         if pexpire != 0:
             return await callback(request, response, pexpire)
 
diff --git a/fastapi_limiter/utils.py b/fastapi_limiter/utils.py
new file mode 100644
index 0000000..dcebc7a
--- /dev/null
+++ b/fastapi_limiter/utils.py
@@ -0,0 +1,47 @@
+from enum import Enum
+
+
+class RateLimitType(Enum):
+    FIXED_WINDOW = "fixed_window"
+    SLIDING_WINDOW = "sliding_window"
+
+
+class LuaScript(Enum):
+    FIXED_WINDOW_LIMIT_SCRIPT = """
+        local key = KEYS[1]
+        local limit = tonumber(ARGV[1])
+        local expire_time = ARGV[2]
+
+        local current = tonumber(redis.call('get', key) or "0")
+
+        if current > 0 then
+            if current + 1 > limit then
+                return redis.call("PTTL",key)
+            else
+                redis.call("INCR", key)
+                return 0
+            end
+        else
+            redis.call("SET", key, 1, "px", expire_time)
+        return 0
+        end
+    """
+    SLIDING_WINDOW_LIMIT_SCRIPT = """
+        local key = KEYS[1]
+        local limit = tonumber(ARGV[1])
+        local expire_time = tonumber(ARGV[2])
+        local current_time = redis.call('TIME')[1]
+        local start_time = current_time - expire_time / 1000
+
+        redis.call('ZREMRANGEBYSCORE', key, 0, start_time)
+
+        local current = redis.call('ZCARD', key)
+        
+        if current >= limit then
+            return redis.call("PTTL",key)
+        else
+            redis.call("ZADD", key, current_time, current_time)
+            redis.call('PEXPIRE', key, expire_time)
+            return 0
+        end
+    """
diff --git a/pyproject.toml b/pyproject.toml
index 574e7dc..609a6a7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,7 @@ packages = [
 ]
 readme = "README.md"
 repository = "https://github.com/long2ice/fastapi-limiter.git"
-version = "0.1.6"
+version = "0.1.7"
 
 [tool.poetry.dependencies]
 redis = ">=4.2.0rc1"
diff --git a/tests/test_depends.py b/tests/test_depends.py
index 3979784..5c154f3 100644
--- a/tests/test_depends.py
+++ b/tests/test_depends.py
@@ -65,3 +65,20 @@ def test_limiter_websockets():
             data = ws.receive_text()
             assert data == "Hello, world"
             ws.close()
+
+
+def test_limiter_sliding_window():
+    with TestClient(app) as client:
+        def req(sleep_times, assert_code):
+            nonlocal client
+            response = client.get("/test_sliding_window")
+            assert response.status_code == assert_code
+            sleep(sleep_times)
+        
+        req(4, 200) # 0s
+        req(1, 200) # 4s
+        req(1, 200) # 5s
+        req(1, 429) # 6s
+        req(1, 429) # 7s
+        req(1, 429) # 8s
+        req(1, 200) # 9s
\ No newline at end of file