diff --git a/app/api/endpoints/download.py b/app/api/endpoints/download.py
index ca1ed633..e3daf6ea 100644
--- a/app/api/endpoints/download.py
+++ b/app/api/endpoints/download.py
@@ -5,15 +5,13 @@ from fastapi import APIRouter, Depends, Body
 from app import schemas
 from app.chain.download import DownloadChain
 from app.chain.media import MediaChain
-from app.core.config import settings
 from app.core.context import MediaInfo, Context, TorrentInfo
-from app.core.event import eventmanager
 from app.core.metainfo import MetaInfo
 from app.core.security import verify_token
 from app.db.models.user import User
 from app.db.systemconfig_oper import SystemConfigOper
 from app.db.user_oper import get_current_active_user
-from app.schemas.types import ChainEventType, SystemConfigKey
+from app.schemas.types import SystemConfigKey
 
 router = APIRouter()
 
diff --git a/app/api/endpoints/user.py b/app/api/endpoints/user.py
index 56d756fc..39b3b7a2 100644
--- a/app/api/endpoints/user.py
+++ b/app/api/endpoints/user.py
@@ -12,7 +12,6 @@ from app.db.models.user import User
 from app.db.user_oper import get_current_active_superuser_async, \
     get_current_active_user_async, get_current_active_user
 from app.db.userconfig_oper import UserConfigOper
-from app.utils.otp import OtpUtils
 
 router = APIRouter()
 
diff --git a/app/chain/media.py b/app/chain/media.py
index 469e3493..293ecb4e 100644
--- a/app/chain/media.py
+++ b/app/chain/media.py
@@ -253,7 +253,6 @@ class MediaChain(ChainBase, ConfigReloadMixin, metaclass=Singleton):
         """
         流式下载图片并保存到文件
 
-        :param storagechain: StorageChain实例
         :param fileitem: 关联的媒体文件项
         :param path: 图片文件路径
         :param url: 图片下载URL
diff --git a/app/helper/passkey.py b/app/helper/passkey.py
index cbac5d27..e72db869 100644
--- a/app/helper/passkey.py
+++ b/app/helper/passkey.py
@@ -22,7 +22,6 @@ from webauthn.helpers.structs import (
     PublicKeyCredentialDescriptor,
     AuthenticatorTransport,
     UserVerificationRequirement,
-    AuthenticatorAttachment,
     ResidentKeyRequirement,
     AuthenticatorSelectionCriteria
 )
diff --git a/app/modules/emby/emby.py b/app/modules/emby/emby.py
index c7310dcb..cbde1671 100644
--- a/app/modules/emby/emby.py
+++ b/app/modules/emby/emby.py
@@ -714,7 +714,7 @@ class Emby:
             logger.error(f"连接Users/Items出错：" + str(e))
         return None
 
-    def get_webhook_message(self, form: any, args: dict) -> Optional[schemas.WebhookEventInfo]:
+    def get_webhook_message(self, form: Any, args: dict) -> Optional[schemas.WebhookEventInfo]:
         """
         解析Emby Webhook报文
         电影：
diff --git a/app/modules/indexer/parser/bitpt.py b/app/modules/indexer/parser/bitpt.py
index b5d0102c..601f17ee 100644
--- a/app/modules/indexer/parser/bitpt.py
+++ b/app/modules/indexer/parser/bitpt.py
@@ -111,7 +111,7 @@ class BitptSiteUserInfo(SiteParserBase):
     def _parse_message_content(self, html_text) -> Tuple[Optional[str], Optional[str], Optional[str]]:
         pass
 
-    def _parse_user_torrent_seeding_info(self, html_text: str):
+    def _parse_user_torrent_seeding_info(self, html_text: str, **kwargs):
         pass
 
     def parse(self):
diff --git a/app/modules/indexer/parser/zhixing.py b/app/modules/indexer/parser/zhixing.py
index d92a85cc..ce610bf1 100644
--- a/app/modules/indexer/parser/zhixing.py
+++ b/app/modules/indexer/parser/zhixing.py
@@ -117,7 +117,7 @@ class ZhixingSiteUserInfo(SiteParserBase):
     def _parse_message_content(self, html_text) -> Tuple[Optional[str], Optional[str], Optional[str]]:
         pass
 
-    def _parse_user_torrent_seeding_info(self, html_text: str):
+    def _parse_user_torrent_seeding_info(self, html_text: str, multi_page: bool = False):
         """
         占位，避免抽象类报错
         """
diff --git a/app/modules/jellyfin/jellyfin.py b/app/modules/jellyfin/jellyfin.py
index a0982427..ca8db3ab 100644
--- a/app/modules/jellyfin/jellyfin.py
+++ b/app/modules/jellyfin/jellyfin.py
@@ -569,7 +569,7 @@ class Jellyfin:
             logger.error(f"连接Library/Refresh出错：" + str(e))
             return False
 
-    def get_webhook_message(self, body: any) -> Optional[schemas.WebhookEventInfo]:
+    def get_webhook_message(self, body: Any) -> Optional[schemas.WebhookEventInfo]:
         """
         解析Jellyfin报文
         {
diff --git a/app/modules/plex/plex.py b/app/modules/plex/plex.py
index 7ac7d60a..11a870cc 100644
--- a/app/modules/plex/plex.py
+++ b/app/modules/plex/plex.py
@@ -549,7 +549,7 @@ class Plex:
             logger.error(f"获取媒体库列表出错：{str(err)}")
         return None
 
-    def get_webhook_message(self, form: any) -> Optional[schemas.WebhookEventInfo]:
+    def get_webhook_message(self, form: Any) -> Optional[schemas.WebhookEventInfo]:
         """
         解析Plex报文
         eventItem  字段的含义
diff --git a/app/modules/trimemedia/trimemedia.py b/app/modules/trimemedia/trimemedia.py
index b5d6f074..1249958f 100644
--- a/app/modules/trimemedia/trimemedia.py
+++ b/app/modules/trimemedia/trimemedia.py
@@ -409,7 +409,7 @@ class TrimeMedia:
                     return lib
         return None
 
-    def get_webhook_message(self, body: any) -> Optional[schemas.WebhookEventInfo]:
+    def get_webhook_message(self, body: Any) -> Optional[schemas.WebhookEventInfo]:
         pass
 
     def get_iteminfo(self, itemid: str) -> Optional[schemas.MediaServerItem]:
diff --git a/app/utils/mixins.py b/app/utils/mixins.py
index 117a05a1..cd838899 100644
--- a/app/utils/mixins.py
+++ b/app/utils/mixins.py
@@ -17,34 +17,44 @@ class ConfigReloadMixin:
     def __init_subclass__(cls, **kwargs):
         super().__init_subclass__(**kwargs)
 
-        config_watch = getattr(cls, 'CONFIG_WATCH', None)
+        config_watch = getattr(cls, "CONFIG_WATCH", None)
         if not config_watch:
             return
 
         # 检查 on_config_changed 方法是否为异步
         is_async = inspect.iscoroutinefunction(cls.on_config_changed)
 
-        method_name = 'handle_config_changed'
+        method_name = "handle_config_changed"
 
         # 创建事件处理函数
         def create_handler(is_async):
             if is_async:
+
                 async def wrapper(self: ConfigReloadMixin, event: Event):
                     if not event:
                         return
-                    changed_keys = getattr(event.event_data, "key", set()) & config_watch
+                    changed_keys = (
+                        getattr(event.event_data, "key", set()) & config_watch
+                    )
                     if not changed_keys:
                         return
-                    logger.info(f"配置 {', '.join(changed_keys)} 变更，重载 {self.get_reload_name()}...")
-                    await self.on_config_changed()
+                    logger.info(
+                        f"配置 {', '.join(changed_keys)} 变更，重载 {self.get_reload_name()}..."
+                    )
+                    self.on_config_changed()
             else:
+
                 def wrapper(self: ConfigReloadMixin, event: Event):
                     if not event:
                         return
-                    changed_keys = getattr(event.event_data, "key", set()) & config_watch
+                    changed_keys = (
+                        getattr(event.event_data, "key", set()) & config_watch
+                    )
                     if not changed_keys:
                         return
-                    logger.info(f"配置 {', '.join(changed_keys)} 变更，重载 {self.get_reload_name()}...")
+                    logger.info(
+                        f"配置 {', '.join(changed_keys)} 变更，重载 {self.get_reload_name()}..."
+                    )
                     self.on_config_changed()
 
             return wrapper
@@ -52,7 +62,7 @@ class ConfigReloadMixin:
         # 创建并设置处理函数
         handler = create_handler(is_async)
         handler.__module__ = cls.__module__
-        handler.__qualname__ = f'{cls.__name__}.{method_name}'
+        handler.__qualname__ = f"{cls.__name__}.{method_name}"
         setattr(cls, method_name, handler)
         # 添加为事件处理器
         eventmanager.add_event_listener(EventType.ConfigChanged, handler)
diff --git a/app/utils/otp.py b/app/utils/otp.py
index 60121659..6e57832f 100644
--- a/app/utils/otp.py
+++ b/app/utils/otp.py
@@ -1,9 +1,11 @@
+from typing import Tuple
+
 import pyotp
 
 
 class OtpUtils:
     @staticmethod
-    def generate_secret_key(username: str) -> (str, str):
+    def generate_secret_key(username: str) -> Tuple[str, str]:
         try:
             secret = pyotp.random_base32()
             uri = pyotp.totp.TOTP(secret).provisioning_uri(name='MoviePilot',
diff --git a/docker/Dockerfile b/docker/Dockerfile
index 393a5080..92da6d68 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.12.8-slim-bookworm AS base
+FROM python:3.12.13-slim-bookworm AS base
 
 
 # 准备软件包
@@ -68,7 +68,7 @@ WORKDIR /app
 COPY requirements.in requirements.in
 RUN python3 -m venv ${VENV_PATH} \
     && pip install --upgrade "pip<25.0" \
-    && pip install "Cython" "pip-tools<7.5" \
+    && pip install "Cython~=3.1.2" "pip-tools<7.5" \
     && pip-compile requirements.in \
     && pip install -r requirements.txt
 
diff --git a/requirements.in b/requirements.in
index c8c6baa2..b8e99d32 100644
--- a/requirements.in
+++ b/requirements.in
@@ -10,6 +10,7 @@ python-multipart~=0.0.9
 aiofiles~=24.1.0
 aioshutil~=1.5
 alembic~=1.16.2
+anyio~=4.10.0
 bcrypt~=4.0.1
 regex~=2024.11.6
 cn2an~=0.5.19
@@ -22,6 +23,7 @@ urllib3~=2.5.0
 lxml~=6.0.0
 pyquery~=2.0.1
 ruamel.yaml~=0.18.14
+PyYAML~=6.0.2
 APScheduler~=3.11.0
 cryptography~=45.0.4
 pytz~=2025.2
@@ -31,10 +33,8 @@ plexapi~=4.17.0
 transmission-rpc~=4.3.0
 Jinja2~=3.1.6
 pyparsing~=3.2.3
-func_timeout==4.3.5
-bs4~=0.0.2
 beautifulsoup4~=4.13.4
-pillow~=11.2.1
+pillow~=12.1.1
 pillow-avif-plugin~=1.5.2
 pyTelegramBotAPI~=4.27.0
 telegramify-markdown~=0.5.2
@@ -49,24 +49,18 @@ starlette~=0.46.2
 PyVirtualDisplay~=3.0
 psutil~=7.0.0
 python-dotenv~=1.1.1
-python-hosts~=1.1.2
 watchdog~=6.0.0
 watchfiles~=1.1.0
-cacheout~=0.16.0
 click~=8.2.1
-requests-cache~=1.2.1
 parse~=1.20.2
 docker~=7.1.0
 pywin32==310; platform_system == "Windows"
 cachetools~=6.1.0
-fast-bencode~=1.1.7
 pystray~=0.19.5
 pyotp~=2.9.0
 webauthn~=2.7.0
 Pinyin2Hanzi~=0.1.1
 pywebpush~=2.0.3
-aiopathlib~=0.6.0
-asynctempfile~=0.5.0
 aiosqlite~=0.21.0
 psycopg2-binary~=2.9.10
 asyncpg~=0.30.0
@@ -88,8 +82,8 @@ langchain-community~=0.4.1
 langchain-openai~=1.1.11
 langchain-google-genai~=4.2.1
 langchain-deepseek~=1.0.1
-langchain-experimental~=0.4.1
 langgraph~=1.1.3
 openai~=2.29.0
+google-genai~=1.68.0
 ddgs~=9.10.0
 websocket-client~=1.8.0