diff --git a/zhenxun/builtin_plugins/init/__init_cache.py b/zhenxun/builtin_plugins/init/__init_cache.py
index e6ac5bf6..6cba00d4 100644
--- a/zhenxun/builtin_plugins/init/__init_cache.py
+++ b/zhenxun/builtin_plugins/init/__init_cache.py
@@ -1,5 +1,3 @@
-from typing import Any
-
 from zhenxun.models.ban_console import BanConsole
 from zhenxun.models.bot_console import BotConsole
 from zhenxun.models.group_console import GroupConsole
@@ -19,34 +17,26 @@ async def _():
     return {p.module: p for p in data_list}
 
 
-@CacheRoot.updater(CacheType.PLUGINS)
-async def _(data: dict[str, PluginInfo], key: str, value: Any):
-    """更新插件缓存"""
-    if value:
-        data[key] = value
-    elif plugin := await PluginInfo.get_plugin(module=key):
-        data[key] = plugin
-
-
 @CacheRoot.getter(CacheType.PLUGINS, result_model=PluginInfo)
 async def _(cache_data: CacheData, module: str):
     """获取插件缓存"""
-    data = await cache_data.get_data() or {}
-    if module not in data:
+    data = await cache_data.get_key(module)
+    if not data:
         if plugin := await PluginInfo.get_plugin(module=module):
-            data[module] = plugin
-            await cache_data.set_data(data)
+            await cache_data.set_key(module, plugin)
             logger.debug(f"插件 {module} 数据已设置到缓存")
-    return data.get(module)
+            return plugin
+    return data
 
 
 @CacheRoot.with_refresh(CacheType.PLUGINS)
-async def _(data: dict[str, PluginInfo] | None):
+async def _(cache_data: CacheData, data: dict[str, PluginInfo] | None):
     """刷新插件缓存"""
     if not data:
         return
     plugins = await PluginInfo.filter(module__in=data.keys(), load_status=True).all()
-    data.update({p.module: p for p in plugins})
+    for plugin in plugins:
+        await cache_data.set_key(plugin.module, plugin)
 
 
 @CacheRoot.new(CacheType.GROUPS)
@@ -56,35 +46,27 @@ async def _():
     return {p.group_id: p for p in data_list if not p.channel_id}
 
 
-@CacheRoot.updater(CacheType.GROUPS)
-async def _(data: dict[str, GroupConsole], key: str, value: Any):
-    """更新群组缓存"""
-    if value:
-        data[key] = value
-    elif group := await GroupConsole.get_group(group_id=key):
-        data[key] = group
-
-
 @CacheRoot.getter(CacheType.GROUPS, result_model=GroupConsole)
 async def _(cache_data: CacheData, group_id: str):
     """获取群组缓存"""
-    data = await cache_data.get_data() or {}
-    if group_id not in data:
+    data = await cache_data.get_key(group_id)
+    if not data:
         if group := await GroupConsole.get_group(group_id=group_id):
-            data[group_id] = group
-            await cache_data.set_data(data)
-    return data.get(group_id)
+            await cache_data.set_key(group_id, group)
+            return group
+    return data
 
 
 @CacheRoot.with_refresh(CacheType.GROUPS)
-async def _(data: dict[str, GroupConsole] | None):
+async def _(cache_data: CacheData, data: dict[str, GroupConsole] | None):
     """刷新群组缓存"""
     if not data:
         return
     groups = await GroupConsole.filter(
         group_id__in=data.keys(), channel_id__isnull=True
     ).all()
-    data.update({g.group_id: g for g in groups})
+    for group in groups:
+        await cache_data.set_key(group.group_id, group)
 
 
 @CacheRoot.new(CacheType.BOT)
@@ -94,33 +76,25 @@ async def _():
     return {p.bot_id: p for p in data_list}
 
 
-@CacheRoot.updater(CacheType.BOT)
-async def _(data: dict[str, BotConsole], key: str, value: Any):
-    """更新机器人缓存"""
-    if value:
-        data[key] = value
-    elif bot := await BotConsole.get_or_none(bot_id=key):
-        data[key] = bot
-
-
 @CacheRoot.getter(CacheType.BOT, result_model=BotConsole)
 async def _(cache_data: CacheData, bot_id: str):
     """获取机器人缓存"""
-    data = await cache_data.get_data() or {}
-    if bot_id not in data:
+    data = await cache_data.get_key(bot_id)
+    if not data:
         if bot := await BotConsole.get_or_none(bot_id=bot_id):
-            data[bot_id] = bot
-            await cache_data.set_data(data)
-    return data.get(bot_id)
+            await cache_data.set_key(bot_id, bot)
+            return bot
+    return data
 
 
 @CacheRoot.with_refresh(CacheType.BOT)
-async def _(data: dict[str, BotConsole] | None):
+async def _(cache_data: CacheData, data: dict[str, BotConsole] | None):
     """刷新机器人缓存"""
     if not data:
         return
     bots = await BotConsole.filter(bot_id__in=data.keys()).all()
-    data.update({b.bot_id: b for b in bots})
+    for bot in bots:
+        await cache_data.set_key(bot.bot_id, bot)
 
 
 @CacheRoot.new(CacheType.USERS)
@@ -130,111 +104,100 @@ async def _():
     return {p.user_id: p for p in data_list}
 
 
-@CacheRoot.updater(CacheType.USERS)
-async def _(data: dict[str, UserConsole], key: str, value: Any):
-    """更新用户缓存"""
-    if value:
-        data[key] = value
-    elif user := await UserConsole.get_user(user_id=key):
-        data[key] = user
-
-
 @CacheRoot.getter(CacheType.USERS, result_model=UserConsole)
 async def _(cache_data: CacheData, user_id: str):
     """获取用户缓存"""
-    data = await cache_data.get_data() or {}
-    if user_id not in data:
+    data = await cache_data.get_key(user_id)
+    if not data:
         if user := await UserConsole.get_user(user_id=user_id):
-            data[user_id] = user
-            await cache_data.set_data(data)
-    return data.get(user_id)
+            await cache_data.set_key(user_id, user)
+            return user
+    return data
 
 
 @CacheRoot.with_refresh(CacheType.USERS)
-async def _(data: dict[str, UserConsole] | None):
+async def _(cache_data: CacheData, data: dict[str, UserConsole] | None):
     """刷新用户缓存"""
     if not data:
         return
     users = await UserConsole.filter(user_id__in=data.keys()).all()
-    data.update({u.user_id: u for u in users})
+    for user in users:
+        await cache_data.set_key(user.user_id, user)
 
 
 @CacheRoot.new(CacheType.LEVEL, False)
 async def _():
     """初始化等级缓存"""
-    return await LevelUser().all()
+    data_list = await LevelUser().all()
+    return {f"{d.user_id}:{d.group_id or ''}": d for d in data_list}
 
 
 @CacheRoot.getter(CacheType.LEVEL, result_model=list[LevelUser])
 async def _(cache_data: CacheData, user_id: str, group_id: str | None = None):
     """获取等级缓存"""
-    data = await cache_data.get_data() or []
-    if not group_id:
-        return [d for d in data if d.user_id == user_id and not d.group_id]
-    return [d for d in data if d.user_id == user_id and d.group_id == group_id]
+    key = f"{user_id}:{group_id or ''}"
+    data = await cache_data.get_key(key)
+    if not data:
+        if group_id:
+            data = await LevelUser.filter(user_id=user_id, group_id=group_id).all()
+        else:
+            data = await LevelUser.filter(user_id=user_id, group_id__isnull=True).all()
+        if data:
+            await cache_data.set_key(key, data)
+            return data
+    return data or []
 
 
 @CacheRoot.new(CacheType.BAN, False)
 async def _():
     """初始化封禁缓存"""
-    return await BanConsole.all()
+    data_list = await BanConsole.all()
+    return {f"{d.user_id or ''}:{d.group_id or ''}": d for d in data_list}
 
 
 @CacheRoot.getter(CacheType.BAN, result_model=list[BanConsole])
 async def _(cache_data: CacheData, user_id: str | None, group_id: str | None = None):
     """获取封禁缓存"""
-    data = await cache_data.get_data() or []
-    if user_id:
-        if group_id:
-            return [d for d in data if d.user_id == user_id and d.group_id == group_id]
-        return [d for d in data if d.user_id == user_id and not d.group_id]
-    if group_id:
-        return [d for d in data if not d.user_id and d.group_id == group_id]
-    return None
+    key = f"{user_id or ''}:{group_id or ''}"
+    data = await cache_data.get_key(key)
+    if not data:
+        if user_id and group_id:
+            data = await BanConsole.filter(user_id=user_id, group_id=group_id).all()
+        elif user_id:
+            data = await BanConsole.filter(user_id=user_id, group_id__isnull=True).all()
+        elif group_id:
+            data = await BanConsole.filter(
+                user_id__isnull=True, group_id=group_id
+            ).all()
+        if data:
+            await cache_data.set_key(key, data)
+            return data
+    return data or []
 
 
 @CacheRoot.new(CacheType.LIMIT)
 async def _():
     """初始化限制缓存"""
     data_list = await PluginLimit.filter(status=True).all()
-    result_data = {}
-    for data in data_list:
-        if not result_data.get(data.module):
-            result_data[data.module] = []
-        result_data[data.module].append(data)
-    return result_data
-
-
-@CacheRoot.updater(CacheType.LIMIT)
-async def _(data: dict[str, list[PluginLimit]], key: str, value: Any):
-    """更新限制缓存"""
-    if value:
-        data[key] = value
-    elif limits := await PluginLimit.filter(module=key, status=True):
-        data[key] = limits
+    return {data.module: data for data in data_list}
 
 
 @CacheRoot.getter(CacheType.LIMIT, result_model=list[PluginLimit])
 async def _(cache_data: CacheData, module: str):
     """获取限制缓存"""
-    data = await cache_data.get_data() or {}
-    if module not in data:
+    data = await cache_data.get_key(module)
+    if not data:
         if limits := await PluginLimit.filter(module=module, status=True):
-            data[module] = limits
-            await cache_data.set_data(data)
-    return data.get(module)
+            await cache_data.set_key(module, limits)
+            return limits
+    return data or []
 
 
 @CacheRoot.with_refresh(CacheType.LIMIT)
-async def _(data: dict[str, list[PluginLimit]] | None):
+async def _(cache_data: CacheData, data: dict[str, list[PluginLimit]] | None):
     """刷新限制缓存"""
     if not data:
         return
     limits = await PluginLimit.filter(module__in=data.keys(), load_status=True).all()
-    new_data = {}
     for limit in limits:
-        if not new_data.get(limit.module):
-            new_data[limit.module] = []
-        new_data[limit.module].append(limit)
-    data.clear()
-    data.update(new_data)
+        await cache_data.set_key(limit.module, limit)
diff --git a/zhenxun/services/cache.py b/zhenxun/services/cache.py
index f7d8ab55..7c3378bf 100644
--- a/zhenxun/services/cache.py
+++ b/zhenxun/services/cache.py
@@ -10,6 +10,7 @@ from aiocache.serializers import JsonSerializer
 from nonebot.compat import model_dump
 from nonebot.utils import is_coroutine_callable
 from pydantic import BaseModel
+from tortoise.fields.base import Field
 
 from zhenxun.services.log import logger
 
@@ -44,15 +45,47 @@ class CacheGetter(BaseModel, Generic[T]):
     """缓存数据获取器"""
 
     get_func: Callable[..., Any] | None = None
+    get_all_func: Callable[..., Any] | None = None
 
-    async def get(self, cache_data: "CacheData", *args, **kwargs) -> T:
-        """获取处理后的缓存数据"""
+    async def get(self, cache_data: "CacheData", key: str, *args, **kwargs) -> T:
+        """获取单个缓存数据"""
         if not self.get_func:
-            return await cache_data.get_data()
+            data = await cache_data.get_key(key)
+            if cache_data.result_model:
+                return cache_data._deserialize_value(data, cache_data.result_model)
+            return data
 
         if is_coroutine_callable(self.get_func):
-            return await self.get_func(cache_data, *args, **kwargs)
-        return self.get_func(cache_data, *args, **kwargs)
+            data = await self.get_func(cache_data, key, *args, **kwargs)
+        else:
+            data = self.get_func(cache_data, key, *args, **kwargs)
+
+        if cache_data.result_model:
+            return cache_data._deserialize_value(data, cache_data.result_model)
+        return data
+
+    async def get_all(self, cache_data: "CacheData", *args, **kwargs) -> dict[str, T]:
+        """获取所有缓存数据"""
+        if not self.get_all_func:
+            data = await cache_data.get_all_data()
+            if cache_data.result_model:
+                return {
+                    k: cache_data._deserialize_value(v, cache_data.result_model)
+                    for k, v in data.items()
+                }
+            return data
+
+        if is_coroutine_callable(self.get_all_func):
+            data = await self.get_all_func(cache_data, *args, **kwargs)
+        else:
+            data = self.get_all_func(cache_data, *args, **kwargs)
+
+        if cache_data.result_model:
+            return {
+                k: cache_data._deserialize_value(v, cache_data.result_model)
+                for k, v in data.items()
+            }
+        return data
 
 
 class CacheData(BaseModel):
@@ -66,20 +99,117 @@ class CacheData(BaseModel):
     expire: int = 600  # 默认10分钟过期
     reload_count: int = 0
     incremental_update: bool = True
+    _cache_instance: BaseCache | None = None
+    result_model: type | None = None
+    _keys: set[str] = set()  # 存储所有缓存键
 
     class Config:
         arbitrary_types_allowed = True
+        underscore_attrs_are_private = True
 
     @property
     def _cache(self) -> BaseCache:
         """获取aiocache实例"""
-        return AioCache(
-            AioCache.MEMORY,
-            serializer=JsonSerializer(),
-            namespace="zhenxun_cache",
-            timeout=30,  # 操作超时时间
-            ttl=self.expire,  # 设置默认过期时间
-        )
+        if self._cache_instance is None:
+            self._cache_instance = AioCache(
+                AioCache.MEMORY,
+                serializer=JsonSerializer(),
+                namespace="zhenxun_cache",
+                timeout=30,  # 操作超时时间
+                ttl=self.expire,  # 设置默认过期时间
+            )
+        return self._cache_instance
+
+    def _deserialize_value(self, value: Any, target_type: type | None = None) -> Any:
+        """反序列化值，将JSON数据转换回原始类型
+
+        Args:
+            value: 需要反序列化的值
+            target_type: 目标类型，用于指导反序列化
+
+        Returns:
+            反序列化后的值
+        """
+        if value is None:
+            return None
+
+        # 如果是字典且指定了目标类型
+        if isinstance(value, dict) and target_type:
+            # 处理Tortoise-ORM Model
+            if hasattr(target_type, "_meta"):
+                # 处理字段值
+                processed_value = {}
+                for field_name, field_value in value.items():
+                    field: Field = target_type._meta.fields_map.get(field_name)
+                    if field:
+                        # 跳过反向关系字段
+                        if hasattr(field, "_related_name"):
+                            continue
+                        # 处理 CharEnumField
+                        if hasattr(field, "enum_class"):
+                            try:
+                                processed_value[field_name] = field.enum_class(
+                                    field_value
+                                )
+                            except ValueError:
+                                processed_value[field_name] = None
+                        else:
+                            processed_value[field_name] = field_value
+
+                logger.debug(f"处理后的值: {processed_value}")
+
+                # 创建模型实例
+                instance = target_type()
+                # 设置字段值
+                for field_name, field_value in processed_value.items():
+                    if field_name in target_type._meta.fields_map:
+                        field = target_type._meta.fields_map[field_name]
+                        # 设置字段值
+                        try:
+                            if hasattr(field, "to_python_value"):
+                                if not field.field_type:
+                                    logger.warning(f"字段 {field_name} 类型为空")
+                                    continue
+                                field_value = field.to_python_value(field_value)
+                            setattr(instance, field_name, field_value)
+                        except Exception as e:
+                            logger.warning(f"设置字段 {field_name} 失败: {e}")
+
+                # 设置 _saved_in_db 标志
+                instance._saved_in_db = True
+                return instance
+            # 处理Pydantic模型
+            elif hasattr(target_type, "model_validate"):
+                return target_type.model_validate(value)
+            elif hasattr(target_type, "from_dict"):
+                return target_type.from_dict(value)
+            elif hasattr(target_type, "parse_obj"):
+                return target_type.parse_obj(value)
+            else:
+                return target_type(**value)
+
+        # 处理列表类型
+        if isinstance(value, list):
+            if not value:
+                return value
+            if (
+                target_type
+                and hasattr(target_type, "__origin__")
+                and target_type.__origin__ is list
+            ):
+                item_type = target_type.__args__[0]
+                return [self._deserialize_value(item, item_type) for item in value]
+            return [self._deserialize_value(item) for item in value]
+
+        # 处理字典类型
+        if isinstance(value, dict):
+            return {k: self._deserialize_value(v) for k, v in value.items()}
+
+        # 处理基本类型
+        if isinstance(value, int | float | str | bool):
+            return value
+
+        return value
 
     async def get_data(self) -> Any:
         """从缓存获取数据"""
@@ -88,29 +218,33 @@ class CacheData(BaseModel):
             logger.debug(f"获取缓存 {self.name} 数据: {data}")
 
             # 如果数据为空，尝试重新加载
-            if data is None:
-                logger.debug(f"缓存 {self.name} 数据为空，尝试重新加载")
-                try:
-                    if self.has_args():
-                        new_data = (
-                            await self.func()
-                            if is_coroutine_callable(self.func)
-                            else self.func()
-                        )
-                    else:
-                        new_data = (
-                            await self.func()
-                            if is_coroutine_callable(self.func)
-                            else self.func()
-                        )
+            # if data is None:
+            #     logger.debug(f"缓存 {self.name} 数据为空，尝试重新加载")
+            #     try:
+            #         if self.has_args():
+            #             new_data = (
+            #                 await self.func()
+            #                 if is_coroutine_callable(self.func)
+            #                 else self.func()
+            #             )
+            #         else:
+            #             new_data = (
+            #                 await self.func()
+            #                 if is_coroutine_callable(self.func)
+            #                 else self.func()
+            #             )
 
-                    await self.set_data(new_data)
-                    self.reload_count += 1
-                    logger.info(f"重新加载缓存 {self.name} 完成")
-                    return new_data
-                except Exception as e:
-                    logger.error(f"重新加载缓存 {self.name} 失败: {e}")
-                    return None
+            #         await self.set_data(new_data)
+            #         self.reload_count += 1
+            #         logger.info(f"重新加载缓存 {self.name} 完成")
+            # return new_data
+            # except Exception as e:
+            #     logger.error(f"重新加载缓存 {self.name} 失败: {e}")
+            #     return None
+
+            # 使用 result_model 进行反序列化
+            if self.result_model:
+                return self._deserialize_value(data, self.result_model)
 
             return data
         except Exception as e:
@@ -144,10 +278,16 @@ class CacheData(BaseModel):
                         field_value, "_related_name"
                     ):
                         continue
+                    # 跳过外键关系字段
+                    if hasattr(field_value, "_meta"):
+                        field_value = getattr(
+                            field_value, value._meta.fields[field].related_name or "id"
+                        )
                     result[field] = self._serialize_value(field_value)
                 except AttributeError:
                     continue
             return result
+
         # 处理Pydantic模型
         elif isinstance(value, BaseModel):
             return model_dump(value)
@@ -160,9 +300,6 @@ class CacheData(BaseModel):
         elif isinstance(value, int | float | str | bool):
             # 基本类型直接返回
             return value
-        elif hasattr(value, "__dict__"):
-            # 处理普通类对象
-            return self._serialize_value(value.__dict__)
         else:
             # 其他类型转换为字符串
             return str(value)
@@ -183,19 +320,6 @@ class CacheData(BaseModel):
             await self._cache.set(self.name, serialized_value, ttl=self.expire)
             logger.debug(f"设置缓存 {self.name} 新数据完成")
 
-            # 4. 立即验证
-            cached_data = await self._cache.get(self.name)
-            if cached_data is None:
-                logger.error(f"缓存 {self.name} 设置失败：数据验证失败")
-                # 5. 如果验证失败，尝试重新设置
-                await self._cache.set(self.name, serialized_value, ttl=self.expire)
-                cached_data = await self._cache.get(self.name)
-                if cached_data is None:
-                    logger.error(f"缓存 {self.name} 重试设置失败")
-                else:
-                    logger.debug(f"缓存 {self.name} 重试设置成功: {cached_data}")
-            else:
-                logger.debug(f"缓存 {self.name} 数据验证成功: {cached_data}")
         except Exception as e:
             logger.error(f"设置缓存 {self.name} 失败: {e}")
             raise  # 重新抛出异常，让上层处理
@@ -207,15 +331,25 @@ class CacheData(BaseModel):
         except Exception as e:
             logger.error(f"删除缓存 {self.name}", e=e)
 
-    async def get(self, *args, **kwargs) -> Any:
+    async def get(self, key: str, *args, **kwargs) -> Any:
         """获取缓存"""
         if not self.reload_count and not self.incremental_update:
             await self.reload(*args, **kwargs)
 
         if not self.getter:
-            return await self.get_data()
+            return await self.get_key(key)
 
-        return await self.getter.get(self, *args, **kwargs)
+        return await self.getter.get(self, key, *args, **kwargs)
+
+    async def get_all(self, *args, **kwargs) -> dict[str, Any]:
+        """获取所有缓存数据"""
+        if not self.reload_count and not self.incremental_update:
+            await self.reload(*args, **kwargs)
+
+        if not self.getter:
+            return await self.get_all_data()
+
+        return await self.getter.get_all(self, *args, **kwargs)
 
     async def update(self, key: str, value: Any = None, *args, **kwargs):
         """更新单个缓存项"""
@@ -223,13 +357,13 @@ class CacheData(BaseModel):
             logger.warning(f"缓存 {self.name} 未配置更新方法")
             return
 
-        current_data = await self.get_data() or {}
+        current_data = await self.get_key(key) or {}
         if is_coroutine_callable(self.updater):
             await self.updater(current_data, key, value, *args, **kwargs)
         else:
             self.updater(current_data, key, value, *args, **kwargs)
 
-        await self.set_data(current_data)
+        await self.set_key(key, current_data)
         logger.debug(f"更新缓存 {self.name}.{key}")
 
     async def refresh(self, *args, **kwargs):
@@ -262,7 +396,14 @@ class CacheData(BaseModel):
                     else self.func()
                 )
 
-            await self.set_data(new_data)
+            # 如果是字典，则分别存储每个键值对
+            if isinstance(new_data, dict):
+                for key, value in new_data.items():
+                    await self.set_key(key, value)
+            else:
+                # 如果不是字典，则存储为单个键值对
+                await self.set_key("default", new_data)
+
             self.reload_count += 1
             logger.info(f"重新加载缓存 {self.name} 完成")
         except Exception as e:
@@ -291,11 +432,16 @@ class CacheData(BaseModel):
         Returns:
             键对应的值，如果不存在返回None
         """
+        cache_key = self._get_cache_key(key)
         try:
-            data = await self.get_data()
-            return data.get(key) if isinstance(data, dict) else None
+            data = await self._cache.get(cache_key)
+            logger.debug(f"获取缓存 {cache_key} 数据: {data}")
+
+            if self.result_model:
+                return self._deserialize_value(data, self.result_model)
+            return data
         except Exception as e:
-            logger.error(f"获取缓存 {self.name}.{key} 失败: {e}")
+            logger.error(f"获取缓存 {cache_key} 失败: {e}")
             return None
 
     async def get_keys(self, keys: list[str]) -> dict[str, Any]:
@@ -316,6 +462,61 @@ class CacheData(BaseModel):
             logger.error(f"获取缓存 {self.name} 的多个键失败: {e}")
             return dict.fromkeys(keys)
 
+    def _get_cache_key(self, key: str) -> str:
+        """获取缓存键名"""
+        return f"{self.name}:{key}"
+
+    async def get_all_data(self) -> dict[str, Any]:
+        """获取所有缓存数据"""
+        try:
+            result = {}
+            for key in self._keys:
+                # 提取原始键名（去掉前缀）
+                original_key = key.split(":", 1)[1]
+                data = await self._cache.get(key)
+                if self.result_model:
+                    result[original_key] = self._deserialize_value(
+                        data, self.result_model
+                    )
+                else:
+                    result[original_key] = data
+            return result
+        except Exception as e:
+            logger.error(f"获取所有缓存数据失败: {e}")
+            return {}
+
+    async def set_key(self, key: str, value: Any):
+        """设置指定键的缓存数据"""
+        cache_key = self._get_cache_key(key)
+        try:
+            serialized_value = self._serialize_value(value)
+            await self._cache.set(cache_key, serialized_value, ttl=self.expire)
+            self._keys.add(cache_key)  # 添加到键列表
+            logger.debug(f"设置缓存 {cache_key} 数据完成")
+        except Exception as e:
+            logger.error(f"设置缓存 {cache_key} 失败: {e}")
+            raise
+
+    async def delete_key(self, key: str):
+        """删除指定键的缓存数据"""
+        cache_key = self._get_cache_key(key)
+        try:
+            await self._cache.delete(cache_key)
+            self._keys.discard(cache_key)  # 从键列表中移除
+            logger.debug(f"删除缓存 {cache_key} 完成")
+        except Exception as e:
+            logger.error(f"删除缓存 {cache_key} 失败: {e}")
+
+    async def clear(self):
+        """清除所有缓存数据"""
+        try:
+            for key in list(self._keys):  # 使用列表复制避免在迭代时修改
+                await self._cache.delete(key)
+            self._keys.clear()
+            logger.debug(f"清除缓存 {self.name} 完成")
+        except Exception as e:
+            logger.error(f"清除缓存 {self.name} 失败: {e}")
+
 
 class CacheManager:
     """全局缓存管理器"""
@@ -378,6 +579,7 @@ class CacheManager:
 
         def wrapper(func: Callable):
             self._data[name].getter = CacheGetter[result_model](get_func=func)
+            self._data[name].result_model = result_model
             return func
 
         return wrapper