diff --git a/cache/__init__.py b/cache/__init__.py
index 2e88155..e69de29 100644
--- a/cache/__init__.py
+++ b/cache/__init__.py
@@ -1,5 +0,0 @@
-# -*- coding: utf-8 -*-
-# @Author  : relakkes@gmail.com
-# @Name    : 程序员阿江-Relakkes
-# @Time    : 2024/6/2 11:05
-# @Desc    :
diff --git a/cache/abs_cache.py b/cache/abs_cache.py
index 5558d82..5c592ee 100644
--- a/cache/abs_cache.py
+++ b/cache/abs_cache.py
@@ -5,10 +5,10 @@
 # @Desc    : 抽象类
 
 from abc import ABC, abstractmethod
-from typing import Any, Optional
+from typing import Any, List, Optional
 
 
-class Cache(ABC):
+class AbstractCache(ABC):
 
     @abstractmethod
     def get(self, key: str) -> Optional[Any]:
@@ -31,3 +31,12 @@ class Cache(ABC):
         :return:
         """
         raise NotImplementedError
+
+    @abstractmethod
+    def keys(self, pattern: str) -> List[str]:
+        """
+        获取所有符合pattern的key
+        :param pattern: 匹配模式
+        :return:
+        """
+        raise NotImplementedError
diff --git a/cache/cache_factory.py b/cache/cache_factory.py
new file mode 100644
index 0000000..bb1ec4d
--- /dev/null
+++ b/cache/cache_factory.py
@@ -0,0 +1,29 @@
+# -*- coding: utf-8 -*-
+# @Author  : relakkes@gmail.com
+# @Name    : 程序员阿江-Relakkes
+# @Time    : 2024/6/2 11:23
+# @Desc    :
+
+
+class CacheFactory:
+    """
+    缓存工厂类
+    """
+
+    @staticmethod
+    def create_cache(cache_type: str, *args, **kwargs):
+        """
+        创建缓存对象
+        :param cache_type: 缓存类型
+        :param args: 参数
+        :param kwargs: 关键字参数
+        :return:
+        """
+        if cache_type == 'memory':
+            from .local_cache import ExpiringLocalCache
+            return ExpiringLocalCache(*args, **kwargs)
+        elif cache_type == 'redis':
+            from .redis_cache import RedisCache
+            return RedisCache()
+        else:
+            raise ValueError(f'Unknown cache type: {cache_type}')
diff --git a/cache/local_cache.py b/cache/local_cache.py
index aebf56e..d56be50 100644
--- a/cache/local_cache.py
+++ b/cache/local_cache.py
@@ -6,12 +6,12 @@
 
 import asyncio
 import time
-from typing import Any, Dict, Optional, Tuple
+from typing import Any, Dict, List, Optional, Tuple
 
-from abs_cache import Cache
+from cache.abs_cache import AbstractCache
 
 
-class ExpiringLocalCache(Cache):
+class ExpiringLocalCache(AbstractCache):
 
     def __init__(self, cron_interval: int = 10):
         """
@@ -60,6 +60,21 @@ class ExpiringLocalCache(Cache):
         """
         self._cache_container[key] = (value, time.time() + expire_time)
 
+    def keys(self, pattern: str) -> List[str]:
+        """
+        获取所有符合pattern的key
+        :param pattern: 匹配模式
+        :return:
+        """
+        if pattern == '*':
+            return list(self._cache_container.keys())
+
+        # 本地缓存通配符暂时将*替换为空
+        if '*' in pattern:
+            pattern = pattern.replace('*', '')
+
+        return [key for key in self._cache_container.keys() if pattern in key]
+
     def _schedule_clear(self):
         """
         开启定时清理任务,
@@ -93,13 +108,13 @@ class ExpiringLocalCache(Cache):
             await asyncio.sleep(self._cron_interval)
 
 
-
 if __name__ == '__main__':
     cache = ExpiringLocalCache(cron_interval=2)
     cache.set('name', '程序员阿江-Relakkes', 3)
     print(cache.get('key'))
+    print(cache.keys("*"))
     time.sleep(4)
     print(cache.get('key'))
     del cache
     time.sleep(1)
-    print("done")
\ No newline at end of file
+    print("done")
diff --git a/cache/redis_cache.py b/cache/redis_cache.py
index 3fcbc40..4c9df0b 100644
--- a/cache/redis_cache.py
+++ b/cache/redis_cache.py
@@ -3,18 +3,18 @@
 # @Name    : 程序员阿江-Relakkes
 # @Time    : 2024/5/29 22:57
 # @Desc    : RedisCache实现
-import os
 import pickle
 import time
-from typing import Any
+from typing import Any, List
 
-from abs_cache import Cache
 from redis import Redis
 
+from cache.abs_cache import AbstractCache
 from config import db_config
 
 
-class RedisCache(Cache):
+class RedisCache(AbstractCache):
+
     def __init__(self) -> None:
         # 连接redis, 返回redis客户端
         self._redis_client = self._connet_redis()
@@ -53,12 +53,19 @@ class RedisCache(Cache):
         """
         self._redis_client.set(key, pickle.dumps(value), ex=expire_time)
 
+    def keys(self, pattern: str) -> List[str]:
+        """
+        获取所有符合pattern的key
+        """
+        return [key.decode() for key in self._redis_client.keys(pattern)]
+
 
 if __name__ == '__main__':
     redis_cache = RedisCache()
     # basic usage
     redis_cache.set("name", "程序员阿江-Relakkes", 1)
     print(redis_cache.get("name"))  # Relakkes
+    print(redis_cache.keys("*"))  # ['name']
     time.sleep(2)
     print(redis_cache.get("name"))  # None
 
diff --git a/config/db_config.py b/config/db_config.py
index 1ee1996..399220e 100644
--- a/config/db_config.py
+++ b/config/db_config.py
@@ -14,3 +14,7 @@ REDIS_DB_HOST = "127.0.0.1"  # your redis host
 REDIS_DB_PWD = os.getenv("REDIS_DB_PWD", "123456")  # your redis password
 REDIS_DB_PORT = os.getenv("REDIS_DB_PORT", 6379)  # your redis port
 REDIS_DB_NUM = os.getenv("REDIS_DB_NUM", 0)  # your redis db num
+
+# cache type
+CACHE_TYPE_REDIS = "redis"
+CACHE_TYPE_MEMORY = "memory"
\ No newline at end of file
diff --git a/media_platform/douyin/login.py b/media_platform/douyin/login.py
index 0c72907..f0b3c23 100644
--- a/media_platform/douyin/login.py
+++ b/media_platform/douyin/login.py
@@ -3,7 +3,6 @@ import functools
 import sys
 from typing import Optional
 
-import redis
 from playwright.async_api import BrowserContext, Page
 from playwright.async_api import TimeoutError as PlaywrightTimeoutError
 from tenacity import (RetryError, retry, retry_if_result, stop_after_attempt,
@@ -11,6 +10,7 @@ from tenacity import (RetryError, retry, retry_if_result, stop_after_attempt,
 
 import config
 from base.base_crawler import AbstractLogin
+from cache.cache_factory import CacheFactory
 from tools import utils
 
 
@@ -129,13 +129,13 @@ class DouYinLogin(AbstractLogin):
 
         # 检查是否有滑动验证码
         await self.check_page_display_slider(move_step=10, slider_level="easy")
-        redis_obj = redis.Redis(host=config.REDIS_DB_HOST, password=config.REDIS_DB_PWD)
+        cache_client = CacheFactory.create_cache(config.CACHE_TYPE_MEMORY)
         max_get_sms_code_time = 60 * 2  # 最长获取验证码的时间为2分钟
         while max_get_sms_code_time > 0:
             utils.logger.info(f"[DouYinLogin.login_by_mobile] get douyin sms code from redis remaining time {max_get_sms_code_time}s ...")
             await asyncio.sleep(1)
             sms_code_key = f"dy_{self.login_phone}"
-            sms_code_value = redis_obj.get(sms_code_key)
+            sms_code_value = cache_client.get(sms_code_key)
             if not sms_code_value:
                 max_get_sms_code_time -= 1
                 continue
diff --git a/media_platform/kuaishou/login.py b/media_platform/kuaishou/login.py
index 7833139..54a9e38 100644
--- a/media_platform/kuaishou/login.py
+++ b/media_platform/kuaishou/login.py
@@ -3,12 +3,10 @@ import functools
 import sys
 from typing import Optional
 
-import redis
 from playwright.async_api import BrowserContext, Page
 from tenacity import (RetryError, retry, retry_if_result, stop_after_attempt,
                       wait_fixed)
 
-import config
 from base.base_crawler import AbstractLogin
 from tools import utils
 
diff --git a/media_platform/xhs/login.py b/media_platform/xhs/login.py
index 0cff85f..07c0ba2 100644
--- a/media_platform/xhs/login.py
+++ b/media_platform/xhs/login.py
@@ -3,13 +3,13 @@ import functools
 import sys
 from typing import Optional
 
-import redis
 from playwright.async_api import BrowserContext, Page
 from tenacity import (RetryError, retry, retry_if_result, stop_after_attempt,
                       wait_fixed)
 
 import config
 from base.base_crawler import AbstractLogin
+from cache.cache_factory import CacheFactory
 from tools import utils
 
 
@@ -89,14 +89,14 @@ class XiaoHongShuLogin(AbstractLogin):
         await send_btn_ele.click()  # 点击发送验证码
         sms_code_input_ele = await login_container_ele.query_selector("label.auth-code > input")
         submit_btn_ele = await login_container_ele.query_selector("div.input-container > button")
-        redis_obj = redis.Redis(host=config.REDIS_DB_HOST, password=config.REDIS_DB_PWD)
+        cache_client = CacheFactory.create_cache(config.CACHE_TYPE_MEMORY)
         max_get_sms_code_time = 60 * 2  # 最长获取验证码的时间为2分钟
         no_logged_in_session = ""
         while max_get_sms_code_time > 0:
             utils.logger.info(f"[XiaoHongShuLogin.login_by_mobile] get sms code from redis remaining time {max_get_sms_code_time}s ...")
             await asyncio.sleep(1)
             sms_code_key = f"xhs_{self.login_phone}"
-            sms_code_value = redis_obj.get(sms_code_key)
+            sms_code_value = cache_client.get(sms_code_key)
             if not sms_code_value:
                 max_get_sms_code_time -= 1
                 continue
diff --git a/proxy/base_proxy.py b/proxy/base_proxy.py
index 40ed75f..9294008 100644
--- a/proxy/base_proxy.py
+++ b/proxy/base_proxy.py
@@ -2,14 +2,14 @@
 # @Author  : relakkes@gmail.com
 # @Time    : 2023/12/2 11:18
 # @Desc    : 爬虫 IP 获取实现
-# @Url     : 现在实现了极速HTTP的接口，官网地址：https://www.jisuhttp.com/?pl=mAKphQ&plan=ZY&kd=Yang
+# @Url     : 快代理HTTP实现，官方文档：https://www.kuaidaili.com/?ref=ldwkjqipvz6c
 import json
 from abc import ABC, abstractmethod
-from typing import Dict, List
-
-import redis
+from typing import List
 
 import config
+from cache.abs_cache import AbstractCache
+from cache.cache_factory import CacheFactory
 from tools import utils
 
 from .types import IpInfoModel
@@ -30,9 +30,9 @@ class ProxyProvider(ABC):
         pass
 
 
-class RedisDbIpCache:
+class IpCache:
     def __init__(self):
-        self.redis_client = redis.Redis(host=config.REDIS_DB_HOST, password=config.REDIS_DB_PWD)
+        self.cache_client: AbstractCache = CacheFactory.create_cache(cache_type=config.CACHE_TYPE_MEMORY)
 
     def set_ip(self, ip_key: str, ip_value_info: str, ex: int):
         """
@@ -42,7 +42,7 @@ class RedisDbIpCache:
         :param ex:
         :return:
         """
-        self.redis_client.set(name=ip_key, value=ip_value_info, ex=ex)
+        self.cache_client.set(key=ip_key, value=ip_value_info, expire_time=ex)
 
     def load_all_ip(self, proxy_brand_name: str) -> List[IpInfoModel]:
         """
@@ -51,13 +51,13 @@ class RedisDbIpCache:
         :return:
         """
         all_ip_list: List[IpInfoModel] = []
-        all_ip_keys: List[bytes] = self.redis_client.keys(pattern=f"{proxy_brand_name}_*")
+        all_ip_keys: List[str] = self.cache_client.keys(pattern=f"{proxy_brand_name}_*")
         try:
             for ip_key in all_ip_keys:
-                ip_value = self.redis_client.get(ip_key)
+                ip_value = self.cache_client.get(ip_key)
                 if not ip_value:
                     continue
                 all_ip_list.append(IpInfoModel(**json.loads(ip_value)))
         except Exception as e:
-            utils.logger.error("[RedisDbIpCache.load_all_ip] get ip err from redis db", e)
+            utils.logger.error("[IpCache.load_all_ip] get ip err from redis db", e)
         return all_ip_list
diff --git a/proxy/providers/jishu_http_proxy.py b/proxy/providers/jishu_http_proxy.py
index fd5b3b3..b4787ab 100644
--- a/proxy/providers/jishu_http_proxy.py
+++ b/proxy/providers/jishu_http_proxy.py
@@ -1,14 +1,14 @@
 # -*- coding: utf-8 -*-
 # @Author  : relakkes@gmail.com
 # @Time    : 2024/4/5 09:32
-# @Desc    : 极速HTTP代理提供类实现,官网地址：https://www.jisuhttp.com?pl=zG3Jna
+# @Desc    : 已废弃！！！！！倒闭了！！！极速HTTP 代理IP实现
 import os
 from typing import Dict, List
 from urllib.parse import urlencode
 
 import httpx
 
-from proxy import IpGetError, ProxyProvider, RedisDbIpCache
+from proxy import IpCache, IpGetError, ProxyProvider
 from proxy.types import IpInfoModel
 from tools import utils
 
@@ -31,7 +31,7 @@ class JiSuHttpProxy(ProxyProvider):
             "pw": "1",  # 是否使用账密验证， 1：是，0：否，否表示白名单验证；默认为0
             "se": "1",  # 返回JSON格式时是否显示IP过期时间， 1：显示，0：不显示；默认为0
         }
-        self.ip_cache = RedisDbIpCache()
+        self.ip_cache = IpCache()
 
     async def get_proxies(self, num: int) -> List[IpInfoModel]:
         """
diff --git a/proxy/providers/kuaidl_proxy.py b/proxy/providers/kuaidl_proxy.py
index c5f46c7..1b39d43 100644
--- a/proxy/providers/kuaidl_proxy.py
+++ b/proxy/providers/kuaidl_proxy.py
@@ -9,7 +9,7 @@ from typing import Dict, List
 import httpx
 from pydantic import BaseModel, Field
 
-from proxy import IpGetError, IpInfoModel, ProxyProvider, RedisDbIpCache
+from proxy import IpCache, IpInfoModel, ProxyProvider
 from proxy.types import ProviderNameEnum
 from tools import utils
 
@@ -58,7 +58,7 @@ class KuaiDaiLiProxy(ProxyProvider):
         self.api_base = "https://dps.kdlapi.com/"
         self.secret_id = kdl_secret_id
         self.signature = kdl_signature
-        self.ip_cache = RedisDbIpCache()
+        self.ip_cache = IpCache()
         self.proxy_brand_name = ProviderNameEnum.KUAI_DAILI_PROVIDER.value
         self.params = {
             "secret_id": self.secret_id,
diff --git a/recv_sms.py b/recv_sms.py
index 300db92..fbe5eb8 100644
--- a/recv_sms.py
+++ b/recv_sms.py
@@ -1,17 +1,18 @@
 import re
 from typing import List
 
-import redis
 import uvicorn
 from fastapi import FastAPI, HTTPException, status
 from pydantic import BaseModel
 
 import config
+from cache.abs_cache import AbstractCache
+from cache.cache_factory import CacheFactory
 from tools import utils
 
 app = FastAPI()
 
-redis_client = redis.Redis(host=config.REDIS_DB_HOST, password=config.REDIS_DB_PWD)
+cache_client : AbstractCache = CacheFactory.create_cache(cache_type=config.CACHE_TYPE_MEMORY)
 
 
 class SmsNotification(BaseModel):
@@ -53,7 +54,7 @@ def receive_sms_notification(sms: SmsNotification):
     if sms_code:
         # Save the verification code in Redis and set the expiration time to 3 minutes.
         key = f"{sms.platform}_{sms.current_number}"
-        redis_client.set(key, sms_code, ex=60 * 3)
+        cache_client.set(key, sms_code, expire_time=60 * 3)
 
     return {"status": "ok"}
 
diff --git a/test/test_expiring_local_cache.py b/test/test_expiring_local_cache.py
new file mode 100644
index 0000000..4bb17f3
--- /dev/null
+++ b/test/test_expiring_local_cache.py
@@ -0,0 +1,39 @@
+# -*- coding: utf-8 -*-
+# @Author  : relakkes@gmail.com
+# @Name    : 程序员阿江-Relakkes
+# @Time    : 2024/6/2 10:35
+# @Desc    :
+
+import time
+import unittest
+
+from cache.local_cache import ExpiringLocalCache
+
+
+class TestExpiringLocalCache(unittest.TestCase):
+
+    def setUp(self):
+        self.cache = ExpiringLocalCache(cron_interval=10)
+
+    def test_set_and_get(self):
+        self.cache.set('key', 'value', 10)
+        self.assertEqual(self.cache.get('key'), 'value')
+
+    def test_expired_key(self):
+        self.cache.set('key', 'value', 1)
+        time.sleep(2)  # wait for the key to expire
+        self.assertIsNone(self.cache.get('key'))
+
+    def test_clear(self):
+        # 设置两个键值对，过期时间为11秒
+        self.cache.set('key', 'value', 11)
+        # 睡眠12秒，让cache类的定时任务执行一次
+        time.sleep(12)
+        self.assertIsNone(self.cache.get('key'))
+
+    def tearDown(self):
+        del self.cache
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/test/test_redis_cache.py b/test/test_redis_cache.py
new file mode 100644
index 0000000..29b5f37
--- /dev/null
+++ b/test/test_redis_cache.py
@@ -0,0 +1,40 @@
+# -*- coding: utf-8 -*-
+# @Author  : relakkes@gmail.com
+# @Name    : 程序员阿江-Relakkes
+# @Time    : 2024/6/2 19:54
+# @Desc    :
+
+import time
+import unittest
+
+from cache.redis_cache import RedisCache
+
+
+class TestRedisCache(unittest.TestCase):
+
+    def setUp(self):
+        self.redis_cache = RedisCache()
+
+    def test_set_and_get(self):
+        self.redis_cache.set('key', 'value', 10)
+        self.assertEqual(self.redis_cache.get('key'), 'value')
+
+    def test_expired_key(self):
+        self.redis_cache.set('key', 'value', 1)
+        time.sleep(2)  # wait for the key to expire
+        self.assertIsNone(self.redis_cache.get('key'))
+
+    def test_keys(self):
+        self.redis_cache.set('key1', 'value1', 10)
+        self.redis_cache.set('key2', 'value2', 10)
+        keys = self.redis_cache.keys('*')
+        self.assertIn('key1', keys)
+        self.assertIn('key2', keys)
+
+    def tearDown(self):
+        # self.redis_cache._redis_client.flushdb()  # 清空redis数据库
+        pass
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/tools/slider_util.py b/tools/slider_util.py
index 93bc9d2..f3a123e 100644
--- a/tools/slider_util.py
+++ b/tools/slider_util.py
@@ -39,7 +39,7 @@ class Slide:
                           "q=0.8,application/signed-exchange;v=b3;q=0.9",
                 "Accept-Encoding": "gzip, deflate, br",
                 "Accept-Language": "zh-CN,zh;q=0.9,en-GB;q=0.8,en;q=0.7,ja;q=0.6",
-                "Cache-Control": "max-age=0",
+                "AbstractCache-Control": "max-age=0",
                 "Connection": "keep-alive",
                 "Host": urlparse(img).hostname,
                 "Upgrade-Insecure-Requests": "1",