diff --git a/.env.example b/.env.example
index d701482..d09593c 100644
--- a/.env.example
+++ b/.env.example
@@ -11,6 +11,7 @@ VITE_FRONTEND_PORT=3015
 ENV=production
 STATIC=/static
 OUT_DIR=./static/screenshots
+NOTE_OUTPUT_DIR=note_results
 IMAGE_BASE_URL=/static/screenshots
 DATA_DIR=data
 # FFMPEG 配置
diff --git a/BillNote_frontend/src/components/Form/DownloaderForm/Form.tsx b/BillNote_frontend/src/components/Form/DownloaderForm/Form.tsx
index 66fcdc7..dd1bb08 100644
--- a/BillNote_frontend/src/components/Form/DownloaderForm/Form.tsx
+++ b/BillNote_frontend/src/components/Form/DownloaderForm/Form.tsx
@@ -36,7 +36,7 @@ const DownloaderForm = () => {
       setLoading(true) // 🔁 切换平台时显示 loading
       try {
         const res = await getDownloaderCookie(id)
-        const cookie = res?.data?.data?.cookie || ''
+        const cookie = res?.cookie || ''
         form.reset({ cookie }) // ✅ 正确重置表单值
       } catch (e) {
         toast.error('加载 Cookie 失败: ' + e)
diff --git a/BillNote_frontend/src/components/Form/modelForm/Form.tsx b/BillNote_frontend/src/components/Form/modelForm/Form.tsx
index 4c1b7e6..2a17193 100644
--- a/BillNote_frontend/src/components/Form/modelForm/Form.tsx
+++ b/BillNote_frontend/src/components/Form/modelForm/Form.tsx
@@ -129,11 +129,10 @@ const ProviderForm = ({ isCreate = false }: { isCreate?: boolean }) => {
 
     try {
       const res = await deleteModelById(modelId)
-      if (res.data.code === 0) {
-        toast.success('删除成功')
-      } else {
-        toast.error(res.data.msg || '删除失败')
-      }
+      console.log('🔧 删除结果:', res)
+
+      toast.success('删除成功')
+
     } catch (e) {
       toast.error('删除异常')
     }
@@ -151,16 +150,16 @@ const ProviderForm = ({ isCreate = false }: { isCreate?: boolean }) => {
         return
       }
       setTesting(true)
-      const data = await testConnection({
-         id
-      })
-      if (data.data.code === 0) {
+     await testConnection({
+             id
+          })
+
         toast.success('测试连通性成功 🎉')
-      } else {
-        toast.error(`连接失败: ${data.data.msg || '未知错误'}`)
-      }
+
     } catch (error) {
-      toast.error('测试连通性异常')
+
+      toast.error(`连接失败: ${data.data.msg || '未知错误'}`)
+      // toast.error('测试连通性异常')
     } finally {
       setTesting(false)
     }
diff --git a/BillNote_frontend/src/hooks/useTaskPolling.ts b/BillNote_frontend/src/hooks/useTaskPolling.ts
index 412c6af..8bdd976 100644
--- a/BillNote_frontend/src/hooks/useTaskPolling.ts
+++ b/BillNote_frontend/src/hooks/useTaskPolling.ts
@@ -26,11 +26,11 @@ export const useTaskPolling = (interval = 3000) => {
         try {
           console.log('🔄 正在轮询任务：', task.id)
           const res = await get_task_status(task.id)
-          const { status } = res.data
+          const { status } = res
 
           if (status && status !== task.status) {
             if (status === 'SUCCESS') {
-              const { markdown, transcript, audio_meta } = res.data.result
+              const { markdown, transcript, audio_meta } = res.result
               toast.success('笔记生成成功')
               updateTaskContent(task.id, {
                 status,
@@ -47,7 +47,7 @@ export const useTaskPolling = (interval = 3000) => {
           }
         } catch (e) {
           console.error('❌ 任务轮询失败：', e)
-          toast.error(`生成失败 ${e.message || e}`)
+          // toast.error(`生成失败 ${e.message || e}`)
           updateTaskContent(task.id, { status: 'FAILED' })
           // removeTask(task.id)
         }
diff --git a/BillNote_frontend/src/pages/HomePage/components/MarkdownViewer.tsx b/BillNote_frontend/src/pages/HomePage/components/MarkdownViewer.tsx
index fbcf2bc..b287736 100644
--- a/BillNote_frontend/src/pages/HomePage/components/MarkdownViewer.tsx
+++ b/BillNote_frontend/src/pages/HomePage/components/MarkdownViewer.tsx
@@ -173,6 +173,7 @@ const MarkdownViewer: FC<MarkdownViewerProps> = ({ status }) => {
         <div className="text-center">
           <p className="text-lg font-bold text-red-500">笔记生成失败</p>
           <p className="mt-2 mb-2 text-xs text-red-400">请检查后台或稍后再试</p>
+
           <Button onClick={() => retryTask(currentTask.id)} size="lg">
             重试
           </Button>
diff --git a/BillNote_frontend/src/pages/HomePage/components/NoteForm.tsx b/BillNote_frontend/src/pages/HomePage/components/NoteForm.tsx
index 65a1aaa..d9f21b3 100644
--- a/BillNote_frontend/src/pages/HomePage/components/NoteForm.tsx
+++ b/BillNote_frontend/src/pages/HomePage/components/NoteForm.tsx
@@ -37,6 +37,7 @@ import {
 import { Input } from '@/components/ui/input.tsx'
 import { Textarea } from '@/components/ui/textarea.tsx'
 import { noteStyles, noteFormats, videoPlatforms } from '@/constant/note.ts'
+import { fetchModels } from '@/services/model.ts'
 
 /* -------------------- 校验 Schema -------------------- */
 const formSchema = z
@@ -206,7 +207,7 @@ const NoteForm = () => {
     }
 
     message.success('已提交任务')
-    const { data } = await generateNote(payload)
+    const  data  = await generateNote(payload)
     addPendingTask(data.task_id, values.platform, payload)
   }
   const onInvalid = (errors: FieldErrors<NoteFormValues>) => {
@@ -355,6 +356,9 @@ const NoteForm = () => {
                 <FormItem>
                   <SectionHeader title="模型选择" tip="不同模型效果不同，建议自行测试" />
                   <Select
+                    onOpenChange={()=>{
+                      loadEnabledModels()
+                    }}
                     value={field.value}
                     onValueChange={field.onChange}
                     defaultValue={field.value}
diff --git a/BillNote_frontend/src/pages/SettingPage/about.tsx b/BillNote_frontend/src/pages/SettingPage/about.tsx
index 46cf7c8..14fcfc0 100644
--- a/BillNote_frontend/src/pages/SettingPage/about.tsx
+++ b/BillNote_frontend/src/pages/SettingPage/about.tsx
@@ -26,7 +26,7 @@ export default function AboutPage() {
               height={50}
               className="rounded-lg"
             />
-            <h1 className="text-4xl font-bold">BiliNote v1.7.3</h1>
+            <h1 className="text-4xl font-bold">BiliNote v1.7.4</h1>
           </div>
           <p className="text-muted-foreground mb-6 text-xl italic">
             AI 视频笔记生成工具 让 AI 为你的视频做笔记
diff --git a/BillNote_frontend/src/services/note.ts b/BillNote_frontend/src/services/note.ts
index b93aa44..66e38d8 100644
--- a/BillNote_frontend/src/services/note.ts
+++ b/BillNote_frontend/src/services/note.ts
@@ -1,7 +1,6 @@
 import request from '@/utils/request'
 import toast from 'react-hot-toast'
-import { useTaskStore } from '@/store/taskStore'
-import request from '@/utils/request'
+
 export const generateNote = async (data: {
   video_url: string
   platform: string
@@ -14,12 +13,13 @@ export const generateNote = async (data: {
   extras?: string
   video_understand?: boolean
   video_interval?: number
-  grid_size:Array<number>
+  grid_size: Array<number>
 }) => {
   try {
+    console.log('generateNote', data)
     const response = await request.post('/generate_note', data)
 
-    if (response.data.code != 0) {
+    if (!response) {
       if (response.data.msg) {
         toast.error(response.data.msg)
       }
@@ -30,12 +30,12 @@ export const generateNote = async (data: {
     console.log('res', response)
     // 成功提示
 
-    return response.data
+    return response
   } catch (e: any) {
     console.error('❌ 请求出错', e)
 
     // 错误提示
-    toast.error('笔记生成失败，请稍后重试')
+    // toast.error('笔记生成失败，请稍后重试')
 
     throw e // 抛出错误以便调用方处理
   }
@@ -65,15 +65,9 @@ export const delete_task = async ({ video_id, platform }) => {
 
 export const get_task_status = async (task_id: string) => {
   try {
-    const response = await request.get('/task_status/' + task_id)
-
-    if (response.data.code == 0 && response.data.status == 'SUCCESS') {
-      // toast.success("笔记生成成功")
-    }
-    console.log('res', response)
     // 成功提示
 
-    return response.data
+    return await request.get('/task_status/' + task_id)
   } catch (e) {
     console.error('❌ 请求出错', e)
 
diff --git a/BillNote_frontend/src/store/modelStore/index.ts b/BillNote_frontend/src/store/modelStore/index.ts
index b747757..3136771 100644
--- a/BillNote_frontend/src/store/modelStore/index.ts
+++ b/BillNote_frontend/src/store/modelStore/index.ts
@@ -1,6 +1,12 @@
 import { create } from 'zustand'
 import { devtools } from 'zustand/middleware'
-import { fetchModels, addModel, fetchEnableModels, fetchEnableModelById, deleteModelById } from '@/services/model.ts'
+import {
+  fetchModels,
+  addModel,
+  fetchEnableModels,
+  fetchEnableModelById,
+  deleteModelById
+} from '@/services/model'
 
 interface IModel {
   id: string
@@ -11,81 +17,93 @@ interface IModel {
   root: string
 }
 
+interface IModelListItem {
+  id: string
+  provider_id: string
+  model_name: string
+  created_at?: string
+}
+
 interface ModelStore {
   models: IModel[]
-  modelList: []
+  modelList: IModelListItem[]
   loading: boolean
   selectedModel: string
+
   loadModels: (providerId: string) => Promise<void>
+  loadModelsById: (providerId: string) => Promise<IModelListItem[]>
   loadEnabledModels: () => Promise<void>
-  loadModelsById : (providerId: string) => Promise<void>
   addNewModel: (providerId: string, modelId: string) => Promise<void>
-  setSelectedModel: (modelId: string) => void
   deleteModel: (modelId: number) => Promise<void>
+  setSelectedModel: (modelId: string) => void
   clearModels: () => void
 }
 
 export const useModelStore = create<ModelStore>()(
-  devtools(set => ({
+  devtools((set) => ({
     models: [],
+    modelList: [],
     loading: false,
     selectedModel: '',
-    modelList: [],
 
+    //  获取所有可用模型 (全局可用模型列表)
     loadEnabledModels: async () => {
       try {
         set({ loading: true })
-        const res = await fetchEnableModels()
-        if (res.data.code === 0 && res.data.data.length > 0) {
-          set({ modelList: res.data.data })
-        } else {
-          set({ modelList: [] })
-          console.error('模型列表加载失败')
-        }
+        const list = await fetchEnableModels()
+        set({ modelList: list })
       } catch (error) {
         set({ modelList: [] })
-        console.error('加载模型出错', error)
-      }
-    },
-
-    deleteModel: async  (modelId: number) => {
-      await deleteModelById( modelId)
-    },
-    // 加载模型列表
-    loadModels: async (providerId: string) => {
-      try {
-        set({ loading: true })
-        const res = await fetchModels(providerId)
-        if (res.data.code === 0 && res.data.data.models.data.length > 0) {
-          set({ models: res.data.data.models.data })
-        } else if (res.data.code === 0 && res.data.data.models.length > 0) {
-          set({ models: res.data.data.models.data })
-        } else {
-          set({ models: [] })
-          console.error('模型列表加载失败')
-        }
-      } catch (error) {
-        set({ models: [] })
-        console.error('加载模型出错', error)
+        console.error('加载可用模型失败', error)
       } finally {
         set({ loading: false })
       }
     },
-    loadModelsById: async (providerId: string)=>{
-      const models  = await fetchEnableModelById(providerId)
-      if (models.data.code === 0) {
-        console.log('模型列表加载成功:', models.data)
-        return models.data.data
+
+    //  通过 provider 获取该供应商的模型列表
+    loadModels: async (providerId: string) => {
+      try {
+        set({ loading: true })
+        const res = await fetchModels(providerId)
+
+        let models: IModel[] = []
+
+        // 兼容 SyncPage 分页对象与普通数组两种格式
+        if (Array.isArray(res.models)) {
+          models = res.models
+        } else if (res.models?.data && Array.isArray(res.models.data)) {
+          models = res.models.data
+        }
+
+        set({ models })
+      } catch (error) {
+        set({ models: [] })
+        console.error('加载模型列表失败', error)
+      } finally {
+        set({ loading: false })
       }
-  },
-    // 新增模型
+    },
+
+    //  单独获取某个供应商下已启用模型
+    loadModelsById: async (providerId: string) => {
+      try {
+        const models = await fetchEnableModelById(providerId)
+        console.log('获取供应商模型成功:', models)
+        return models
+      } catch (error) {
+        console.error('加载供应商模型失败', error)
+        return []
+      }
+    },
+
+    //  新增模型逻辑
     addNewModel: async (providerId: string, modelId: string) => {
       try {
         const res = await addModel({ provider_id: providerId, model_name: modelId })
+
         if (res.code === 0) {
           console.log('新增模型成功:', modelId)
-          // ✅ 新增成功以后，前端直接追加一条到 models 列表
-          set(state => ({
+          set((state) => ({
             models: [
               ...state.models,
               {
@@ -99,17 +117,30 @@ export const useModelStore = create<ModelStore>()(
             ],
           }))
         } else {
-          console.error('新增模型失败')
+          console.error('新增模型失败', res.msg)
         }
       } catch (error) {
         console.error('添加模型出错', error)
       }
     },
 
-    // 设置选中的模型
-    setSelectedModel: modelId => set({ selectedModel: modelId }),
+    //  删除模型
+    deleteModel: async (modelId: number) => {
+      try {
+        await deleteModelById(modelId)
+        //  删除后更新本地状态（可选）
+        set((state) => ({
+          models: state.models.filter((model) => model.id !== modelId.toString())
+        }))
+      } catch (error) {
+        console.error('删除模型失败', error)
+      }
+    },
 
-    // 清空
-    clearModels: () => set({ models: [], selectedModel: '' }),
+    //  切换选中模型
+    setSelectedModel: (modelId: string) => set({ selectedModel: modelId }),
+
+    //  清空
+    clearModels: () => set({ models: [], selectedModel: '', modelList: [] }),
   }))
-)
+)
\ No newline at end of file
diff --git a/BillNote_frontend/src/store/providerStore/index.ts b/BillNote_frontend/src/store/providerStore/index.ts
index f61465d..14044c7 100644
--- a/BillNote_frontend/src/store/providerStore/index.ts
+++ b/BillNote_frontend/src/store/providerStore/index.ts
@@ -1,5 +1,5 @@
 import { create } from 'zustand'
-import { IProvider } from '@/types'
+import { IProvider, IResponse } from '@/types'
 import {
   addProvider,
   getProviderById,
@@ -38,10 +38,9 @@ export const useProviderStore = create<ProviderStore>((set, get) => ({
   // 设置整个 provider 列表
   setAllProviders: providers => set({ provider: providers }),
   loadProviderById: async (id: string) => {
-    const res = await getProviderById(id)
-    if (res.data.code === 0) {
-      const item = res.data.data
-      console.log('Provider ', item)
+    const res:IResponse<IProvider> = await getProviderById(id)
+
+      const item = res
       return {
         id: item.id,
         name: item.name,
@@ -51,9 +50,7 @@ export const useProviderStore = create<ProviderStore>((set, get) => ({
         type: item.type,
         enabled: item.enabled,
       }
-    } else {
-      console.log('Provider not found')
-    }
+
   },
   addNewProvider: async (provider: IProvider) => {
     const payload = {
@@ -96,16 +93,18 @@ export const useProviderStore = create<ProviderStore>((set, get) => ({
   getProviderList: () => get().provider,
   fetchProviderList: async () => {
     try {
-      const res = await getProviderList()
-      if (res.data.code === 0) {
+      const res  = await getProviderList()
+
         set({
-          provider: res.data.data.map(
+          provider: res.map(
             (item: {
               id: string
               name: string
               logo: string
               api_key: string
               base_url: string
+              type: string
+              enabled: number
             }) => {
               return {
                 id: item.id,
@@ -119,7 +118,6 @@ export const useProviderStore = create<ProviderStore>((set, get) => ({
             }
           ),
         })
-      }
     } catch (error) {
       console.error('Error fetching provider list:', error)
     }
diff --git a/BillNote_frontend/src/store/taskStore/index.ts b/BillNote_frontend/src/store/taskStore/index.ts
index 45fca45..f273093 100644
--- a/BillNote_frontend/src/store/taskStore/index.ts
+++ b/BillNote_frontend/src/store/taskStore/index.ts
@@ -2,6 +2,7 @@ import { create } from 'zustand'
 import { persist } from 'zustand/middleware'
 import { delete_task, generateNote } from '@/services/note.ts'
 import { v4 as uuidv4 } from 'uuid'
+import toast from 'react-hot-toast'
 
 
 export type TaskStatus = 'PENDING' | 'RUNNING' | 'SUCCESS' | 'FAILD'
@@ -157,14 +158,19 @@ export const useTaskStore = create<TaskStore>()(
         return get().tasks.find(task => task.id === currentTaskId) || null
       },
       retryTask: async (id: string, payload?: any) => {
+
+        if (!id){
+          toast.error('任务不存在')
+          return
+        }
         const task = get().tasks.find(task => task.id === id)
+        console.log('retry',task)
         if (!task) return
 
         const newFormData = payload || task.formData
-
         await generateNote({
-          task_id: id,
           ...newFormData,
+          task_id: id,
         })
 
         set(state => ({
diff --git a/BillNote_frontend/src/types/index.d.ts b/BillNote_frontend/src/types/index.d.ts
index 0f56809..4cb256f 100644
--- a/BillNote_frontend/src/types/index.d.ts
+++ b/BillNote_frontend/src/types/index.d.ts
@@ -7,3 +7,8 @@ export interface IProvider {
   baseUrl: string
   enabled: number
 }
+export interface IResponse<T> {
+  code: number
+  data:T
+  msg: string
+}
\ No newline at end of file
diff --git a/BillNote_frontend/src/utils/request.ts b/BillNote_frontend/src/utils/request.ts
index 5d62dce..5f035bd 100644
--- a/BillNote_frontend/src/utils/request.ts
+++ b/BillNote_frontend/src/utils/request.ts
@@ -1,27 +1,58 @@
-import axios from 'axios'
-const request = axios.create({
-  baseURL: '/api',
-  timeout: 10000,
-})
-function handleErrorResponse(response: any) {
-  if (!response) return '请求失败，请检查网络连接'
-  if (typeof response.code !== 'number') return '系统异常'
+import axios, { AxiosInstance, AxiosResponse } from 'axios';
+import toast from 'react-hot-toast'
 
-  // 错误码判断
-  switch (response.code) {
-    case 1001:
-      return response.msg || '下载失败，请检查视频链接'
-    case 1002:
-      return response.msg || '转写失败，请稍后重试'
-    case 1003:
-      return response.msg || '总结失败，可能是模型服务异常'
-    case 2001:
-    case 2002:
-      return Array.isArray(response.data)
-        ? response.data.map(e => `${e.field}: ${e.error}`).join('\n')
-        : response.msg || '参数错误'
-    default:
-      return response.msg || '系统异常'
-  }
+// 统一响应类型
+export interface IResponse<T = any> {
+  code: number;
+  msg: string;
+  data: T;
 }
+
+// 模拟一个消息提示函数 (实际项目中会使用UI库的组件，如 Ant Design 的 message 或 Element UI 的 ElMessage)
+// This function simulates a message display (in real projects, you'd use a UI library's component)
+
+
+// 创建实例
+ const request: AxiosInstance = axios.create({
+  baseURL: '/api', // 请确保你的开发服务器代理设置正确
+  timeout: 10000,
+});
+
+// 响应拦截器
+request.interceptors.response.use(
+  (response: AxiosResponse<IResponse>) => {
+    const res = response.data;
+    if (res.code === 0) {
+      // 业务成功，可以根据需要显示成功消息，或者不显示（如果操作本身就是可见的）
+      // showMessage('success', res.msg || '操作成功'); // 如果需要显示成功消息
+      return res.data; // 返回data部分，简化后续业务代码
+    } else {
+      // 业务错误，统一显示后端返回的错误消息
+      // Business error, uniformly display the error message returned from the backend
+      toast.error(res.msg || '操作失败，请稍后再试');
+      return Promise.reject(res); // 拒绝Promise，让业务代码可以捕获并处理
+    }
+  },
+  (error) => {
+    // 网络/服务器错误
+    const res = error?.response?.data as IResponse | undefined;
+    if (res) {
+      // 如果后端有返回错误信息，则显示后端信息
+      // If the backend returns an error message, display it
+
+      toast.error(res.msg || '服务器错误，请稍后再试');
+      return Promise.reject(res);
+    } else {
+      // 没有响应数据（如网络中断），显示通用网络错误
+      // No response data (e.g., network disconnected), display generic network error
+      toast.error( '请求失败，请检查网络连接或稍后再试')
+      return Promise.reject({
+        code: -1,
+        msg: '请求失败，请检查网络连接',
+        data: null
+      } as IResponse);
+    }
+  }
+);
+
 export default request
diff --git a/README.md b/README.md
index 06c57c2..201964c 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
     <p align="center">
   <img src="./doc/icon.svg" alt="BiliNote Banner" width="50" height="50"  />
 </p>
-<h1 align="center" > BiliNote v1.7.3</h1>
+<h1 align="center" > BiliNote v1.7.4</h1>
 </div>
 
 <p align="center"><i>AI 视频笔记生成工具 让 AI 为你的视频做笔记</i></p>
diff --git a/backend/app/__init__.py b/backend/app/__init__.py
index 1a72c17..2bfb900 100644
--- a/backend/app/__init__.py
+++ b/backend/app/__init__.py
@@ -1,11 +1,14 @@
 from fastapi import FastAPI
+
 from .routers import note, provider, model, config
 
 
+
 def create_app() -> FastAPI:
     app = FastAPI(title="BiliNote")
     app.include_router(note.router, prefix="/api")
     app.include_router(provider.router, prefix="/api")
     app.include_router(model.router,prefix="/api")
     app.include_router(config.router,  prefix="/api")
+
     return app
diff --git a/backend/app/core/exception_handlers.py b/backend/app/core/exception_handlers.py
deleted file mode 100644
index c626d6a..0000000
--- a/backend/app/core/exception_handlers.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# app/core/exception_handlers.py
-from fastapi import Request, HTTPException
-from fastapi.exceptions import RequestValidationError
-from fastapi.responses import JSONResponse
-
-from app.utils.logger import get_logger
-from app.utils.response import ResponseWrapper
-from app.utils.status_code import StatusCode
-logger = get_logger(__name__)
-
-def register_exception_handlers(app):
-    @app.exception_handler(RequestValidationError)
-    async def validation_exception_handler(request: Request, exc: RequestValidationError):
-        errors = []
-        for err in exc.errors():
-            loc = err.get("loc", [])
-            field = loc[-1] if loc else "body"
-            msg = err.get("msg", "参数不合法")
-            errors.append({"field": field, "error": msg})
-        return JSONResponse(
-            status_code=400,
-            content=ResponseWrapper.error(msg="参数验证失败", code=StatusCode.PARAM_ERROR, data=errors)
-        )
-
-    @app.exception_handler(HTTPException)
-    async def http_exception_handler(request: Request, exc: HTTPException):
-        return JSONResponse(
-            status_code=exc.status_code,
-            content=ResponseWrapper.error(msg=str(exc.detail), code=StatusCode.FAIL)
-        )
-
-    @app.exception_handler(Exception)
-    async def global_exception_handler(request: Request, exc: Exception):
-        logger.exception(f"服务器内部错误: {exc}")
-        return JSONResponse(
-            status_code=500,
-            content=ResponseWrapper.error(msg="服务器内部错误", code=StatusCode.FAIL, data=str(exc))
-        )
diff --git a/backend/app/db/provider_dao.py b/backend/app/db/provider_dao.py
index 1680797..01cf6b2 100644
--- a/backend/app/db/provider_dao.py
+++ b/backend/app/db/provider_dao.py
@@ -136,7 +136,8 @@ def get_provider_by_name(name: str):
         if row is None:
             logger.info(f"Provider not found: {name}")
             return None
-        logger.info(f"Provider found: {row}")
+        logger.info(f"Provider found: {row[0]}")
+
         return row
     except Exception as e:
         logger.error(f"Failed to get provider by name: {e}")
@@ -155,7 +156,7 @@ def get_provider_by_id(id: int):
         if row is None:
             logger.info(f"Provider not found: {id}")
             return None
-        logger.info(f"Provider found: {row}")
+        logger.info(f"Provider found: {row[0]}")
         return row
     except Exception as e:
         logger.error(f"Failed to get provider by id: {e}")
@@ -173,7 +174,7 @@ def get_all_providers():
         if rows is None:
             logger.info("No providers found")
             return None
-        logger.info(f"Providers found: {rows}")
+        logger.info(f"Providers found total  {len(rows) }")
         return rows
     except Exception as e:
         logger.error(f"Failed to get all providers: {e}")
diff --git a/backend/app/downloaders/douyin_downloader.py b/backend/app/downloaders/douyin_downloader.py
index 890cbfe..d0bc9d2 100644
--- a/backend/app/downloaders/douyin_downloader.py
+++ b/backend/app/downloaders/douyin_downloader.py
@@ -145,53 +145,59 @@ class DouyinDownloader(Downloader):
         return ""
 
     def gen_real_msToken(self) -> str:
-        payload = json.dumps(
-            {
-                "magic": self.ms_token_config["magic"],
-                "version": self.ms_token_config["version"],
-                "dataType": self.ms_token_config["dataType"],
-                "strData": self.ms_token_config["strData"],
-                "tspFromClient": get_timestamp(),
+        try:
+            payload = json.dumps(
+                {
+                    "magic": self.ms_token_config["magic"],
+                    "version": self.ms_token_config["version"],
+                    "dataType": self.ms_token_config["dataType"],
+                    "strData": self.ms_token_config["strData"],
+                    "tspFromClient": get_timestamp(),
+                }
+            )
+            headers = {
+                "User-Agent": self.headers_config["User-Agent"],
+                "Content-Type": "application/json",
             }
-        )
-        headers = {
-            "User-Agent": self.headers_config["User-Agent"],
-            "Content-Type": "application/json",
-        }
-        transport = httpx.HTTPTransport(retries=5)
-        with httpx.Client(transport=transport) as client:
-            try:
-                response = client.post(
-                    self.ms_token_config["url"], content=payload, headers=headers
-                )
-                response.raise_for_status()
+            transport = httpx.HTTPTransport(retries=5)
+            with httpx.Client(transport=transport) as client:
+                try:
+                    response = client.post(
+                        self.ms_token_config["url"], content=payload, headers=headers
+                    )
+                    response.raise_for_status()
 
-                msToken = str(httpx.Cookies(response.cookies).get("msToken"))
-                if len(msToken) not in [120, 128]:
-                    raise ValueError("响应内容：{0}， Douyin msToken API 的响应内容不符合要求。".format(msToken))
+                    msToken = str(httpx.Cookies(response.cookies).get("msToken"))
+                    if len(msToken) not in [120, 128]:
+                        raise ValueError("响应内容：{0}， Douyin msToken API 的响应内容不符合要求。".format(msToken))
 
-                return msToken
-            except Exception as e:
-                raise ValueError("Douyin msToken API 请求失败：{0}".format(e))
+                    return msToken
+                except Exception as e:
+                    raise ValueError("Douyin msToken API 请求失败：{0}".format(e))
+        except Exception as e:
+            raise ValueError("Douyin msToken API{0}".format(e))
 
     def fetch_video_info(self, video_url: str) -> json:
-        aweme_id = self.extract_video_id(video_url)
-        kwargs = self.headers_config
-        print("kwargs:", kwargs)
-        base_params = BaseRequestModel().model_dump()
-        base_params["msToken"] = self.gen_real_msToken()
-        base_params["aweme_id"] = aweme_id
-        bogus = ABogus()
-        ab_value = bogus.get_value(base_params)
-        a_bogus = quote(ab_value, safe='')
-        print(base_params)
-        query_str = urlencode(base_params)
-        full_url = f"{DOUYIN_DOMAIN}/aweme/v1/web/aweme/detail/?{query_str}&a_bogus={a_bogus}"
-
-        print("Request URL:", full_url)
-
         try:
 
+            aweme_id = self.extract_video_id(video_url)
+            kwargs = self.headers_config
+            print("@kwargs:", kwargs)
+            base_params = BaseRequestModel().model_dump()
+            base_params["msToken"] = self.gen_real_msToken()
+
+            base_params["aweme_id"] = aweme_id
+            bogus = ABogus()
+            ab_value = bogus.get_value(base_params)
+            a_bogus = quote(ab_value, safe='')
+            print("@a_bogus:", a_bogus)
+            print(base_params)
+            query_str = urlencode(base_params)
+            full_url = f"{DOUYIN_DOMAIN}/aweme/v1/web/aweme/detail/?{query_str}&a_bogus={a_bogus}"
+
+            print("Request URL:", full_url)
+
+
             response = requests.get(full_url, headers=kwargs)
 
             print("Response JSON:", response.content)
@@ -208,46 +214,49 @@ class DouyinDownloader(Downloader):
             quality: DownloadQuality = "fast",
             need_video: Optional[bool] = False
     ) -> AudioDownloadResult:
-        print(
-            f"正在下载视频: {video_url}，保存路径: {output_dir}，质量: {quality}"
-        )
-        if output_dir is None:
-            output_dir = get_data_dir()
-        if not output_dir:
-            output_dir = self.cache_data
-        os.makedirs(output_dir, exist_ok=True)
+        try:
+            print(
+                f"正在下载视频: {video_url}，保存路径: {output_dir}，质量: {quality}"
+            )
+            if output_dir is None:
+                output_dir = get_data_dir()
+            if not output_dir:
+                output_dir = self.cache_data
+            os.makedirs(output_dir, exist_ok=True)
 
-        output_path = os.path.join(output_dir, "%(id)s.%(ext)s")
+            output_path = os.path.join(output_dir, "%(id)s.%(ext)s")
 
-        video_data = self.fetch_video_info(video_url)
-        output_path = output_path % {
-            "id": video_data['aweme_detail']['aweme_id'],
-            "ext": "mp3",
-        }
-        url = video_data['aweme_detail']['music']['play_url']['uri']
-        # 下载音频
-        audio_data = requests.get(url)
-        with open(output_path, 'wb') as f:
-            f.write(audio_data.content)
-        print(url)
-        tags = []
-        for tag in video_data['aweme_detail']['video_tag']:
-            if tag['tag_name']:
-                tags.append(tag['tag_name'])
+            video_data = self.fetch_video_info(video_url)
+            output_path = output_path % {
+                "id": video_data['aweme_detail']['aweme_id'],
+                "ext": "mp3",
+            }
+            url = video_data['aweme_detail']['music']['play_url']['uri']
+            # 下载音频
+            audio_data = requests.get(url)
+            with open(output_path, 'wb') as f:
+                f.write(audio_data.content)
+            print(url)
+            tags = []
+            for tag in video_data['aweme_detail']['video_tag']:
+                if tag['tag_name']:
+                    tags.append(tag['tag_name'])
 
-        return AudioDownloadResult(
-            file_path=output_path,
-            title=video_data['aweme_detail']['item_title'],
-            duration=video_data['aweme_detail']['video']['duration'],
-            cover_url=video_data['aweme_detail']['video']['cover_original_scale']['url_list'][0] if
-            video_data['aweme_detail']['video']['cover'] else video_data['video']['big_thumbs']['img_url'],
-            platform="douyin",
-            video_id=video_data['aweme_detail']['aweme_id'],
-            raw_info={
-                'tags': video_data['aweme_detail']['caption'] + ''.join(tags),
-            },
-            video_path=None  # ❗音频下载不包含视频路径
-        )
+            return AudioDownloadResult(
+                file_path=output_path,
+                title=video_data['aweme_detail']['item_title'],
+                duration=video_data['aweme_detail']['video']['duration'],
+                cover_url=video_data['aweme_detail']['video']['cover_original_scale']['url_list'][0] if
+                video_data['aweme_detail']['video']['cover'] else video_data['video']['big_thumbs']['img_url'],
+                platform="douyin",
+                video_id=video_data['aweme_detail']['aweme_id'],
+                raw_info={
+                    'tags': video_data['aweme_detail']['caption'] + ''.join(tags),
+                },
+                video_path=None  # ❗音频下载不包含视频路径
+            )
+        except Exception as e:
+            raise e
 
     def download_video(self, video_url: str, output_dir: Union[str, None] = None) -> str:
 
diff --git a/backend/app/enmus/exception.py b/backend/app/enmus/exception.py
new file mode 100644
index 0000000..f4de841
--- /dev/null
+++ b/backend/app/enmus/exception.py
@@ -0,0 +1,21 @@
+import enum
+
+
+class ProviderErrorEnum(enum.Enum):
+    CONNECTION_TEST_FAILED = (200101, "供应商连接测试失败")
+    SAVE_FAILED = (200102, "供应商保存失败")
+    CREATE_FAILED = (200103, "供应商创建失败")
+    NOT_FOUND = (200104, "供应商不存在/未保存")
+    WRONG_PARAMETER = (200105, "API / API 地址不正确")
+    UNKNOW_ERROR = (200106, "未知错误")
+
+    def __init__(self, code, message):
+        self.code = code
+        self.message = message
+
+class NoteErrorEnum(enum.Enum):
+    PLATFORM_NOT_SUPPORTED = (300101 ,"选择的平台不受支持")
+
+    def __init__(self, code, message):
+        self.code = code
+        self.message = message
\ No newline at end of file
diff --git a/backend/app/exceptions/__init__.py b/backend/app/exceptions/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/backend/app/exceptions/biz_exception.py b/backend/app/exceptions/biz_exception.py
new file mode 100644
index 0000000..d7cc1b5
--- /dev/null
+++ b/backend/app/exceptions/biz_exception.py
@@ -0,0 +1,6 @@
+# exceptions/biz_exception.py
+
+class BizException(Exception):
+    def __init__(self, code: int, message: str = "业务异常"):
+        self.code = code
+        self.message = message
\ No newline at end of file
diff --git a/backend/app/exceptions/exception_handlers.py b/backend/app/exceptions/exception_handlers.py
new file mode 100644
index 0000000..6bd1053
--- /dev/null
+++ b/backend/app/exceptions/exception_handlers.py
@@ -0,0 +1,33 @@
+# middlewares/exception_handler.py
+
+from fastapi import Request
+from fastapi import FastAPI
+
+from app.enmus.exception import NoteErrorEnum
+from app.exceptions.biz_exception import BizException
+from app.exceptions.note import NoteError
+from app.exceptions.provider import ProviderError
+from app.utils.logger import get_logger
+from app.utils.response import ResponseWrapper as R
+import traceback
+
+logger = get_logger(__name__)
+
+def register_exception_handlers(app: FastAPI):
+    @app.exception_handler(BizException)
+    async def biz_exception_handler(request: Request, exc: BizException):
+        logger.error(f"BizException: {exc.code} - {exc.message}")
+        return R.error(code=exc.code, msg=str(exc.message))
+    @app.exception_handler(NoteError)
+    async def note_exception_handler(request: Request, exc: NoteError):
+        logger.error(f"NoteError: {exc.code} - {exc.message}")
+        return R.error(code=exc.code, msg=str(exc.message))
+    @app.exception_handler(ProviderError)
+    async def provider_exception_handler(request: Request, exc: ProviderError):
+        logger.error(f"供应商模块错误: {exc.code} - {exc.message}")
+        return R.error(code=exc.code, msg=str(exc.message))
+
+    @app.exception_handler(Exception)
+    async def general_exception_handler(request: Request, exc: Exception):
+        logger.error(f"系统异常: {str(exc)}\n{traceback.format_exc()}")
+        return R.error(code=500000, msg="系统异常")
\ No newline at end of file
diff --git a/backend/app/exceptions/note.py b/backend/app/exceptions/note.py
new file mode 100644
index 0000000..ce29ab7
--- /dev/null
+++ b/backend/app/exceptions/note.py
@@ -0,0 +1,9 @@
+# exceptions.py
+from app.enmus.exception import ProviderErrorEnum
+
+
+class NoteError(Exception):
+    def __init__(self, message: str,code: ProviderErrorEnum) -> None:
+        super().__init__(message)
+        self.code=code
+        self.message = message
\ No newline at end of file
diff --git a/backend/app/exceptions/provider.py b/backend/app/exceptions/provider.py
index a03296e..53a511e 100644
--- a/backend/app/exceptions/provider.py
+++ b/backend/app/exceptions/provider.py
@@ -1,5 +1,12 @@
 # exceptions.py
-class ConnectionTestError(Exception):
-    def __init__(self, message: str):
+from app.enmus.exception import ProviderErrorEnum
+
+
+class ProviderError(Exception):
+    def __init__(self, message: str,code: ProviderErrorEnum) -> None:
         super().__init__(message)
-        self.message = message
\ No newline at end of file
+        self.code=code
+        self.message = message
+        
+        
+
diff --git a/backend/app/gpt/provider/OpenAI_compatible_provider.py b/backend/app/gpt/provider/OpenAI_compatible_provider.py
index 6719456..a3af2d1 100644
--- a/backend/app/gpt/provider/OpenAI_compatible_provider.py
+++ b/backend/app/gpt/provider/OpenAI_compatible_provider.py
@@ -2,6 +2,9 @@ from typing import Optional, Union
 
 from openai import OpenAI
 
+from app.utils.logger import get_logger
+
+logging= get_logger(__name__)
 class OpenAICompatibleProvider:
     def __init__(self, api_key: str, base_url: str, model: Union[str, None]=None):
         self.client = OpenAI(api_key=api_key, base_url=base_url)
@@ -13,11 +16,16 @@ class OpenAICompatibleProvider:
 
     @staticmethod
     def test_connection(api_key: str, base_url: str) -> bool:
-        print(api_key)
         try:
             client = OpenAI(api_key=api_key, base_url=base_url)
-            client.models.list()
+            model = client.models.list()
+            # for segment in model:
+            #     print(segment)
+            # print(model)
+            logging.info("连通性测试成功")
             return True
         except Exception as e:
-            print(f"Error connecting to OpenAI API: {e}")
+            logging.info(f"连通性测试失败：{e}")
+
+            # print(f"Error connecting to OpenAI API: {e}")
             return False
\ No newline at end of file
diff --git a/backend/app/routers/config.py b/backend/app/routers/config.py
index b03b146..f60eaec 100644
--- a/backend/app/routers/config.py
+++ b/backend/app/routers/config.py
@@ -27,4 +27,6 @@ def get_cookie(platform: str):
 @router.post("/update_downloader_cookie")
 def update_cookie(data: CookieUpdateRequest):
     cookie_manager.set(data.platform, data.cookie)
-    return {"message": "Cookie updated successfully"}
+    return R.success(
+
+    )
diff --git a/backend/app/routers/model.py b/backend/app/routers/model.py
index 70c6d05..a0630a8 100644
--- a/backend/app/routers/model.py
+++ b/backend/app/routers/model.py
@@ -31,10 +31,9 @@ def delete_model(model_id: int):
         return R.error(f"删除模型失败: {e}")
 @router.get("/model_list/{provider_id}")
 def model_list(provider_id):
-    try:
-        return R.success(modelService.get_all_models_by_id(provider_id))
-    except Exception as e:
-        return R.error(e)
+
+    return R.success(modelService.get_all_models_by_id(provider_id))
+
 
 @router.post("/models")
 def create_model(data: CreateModelRequest):
diff --git a/backend/app/routers/note.py b/backend/app/routers/note.py
index 04abb7a..7c865ab 100644
--- a/backend/app/routers/note.py
+++ b/backend/app/routers/note.py
@@ -2,6 +2,7 @@
 import json
 import os
 import uuid
+from pathlib import Path
 from typing import Optional
 from urllib.parse import urlparse
 
@@ -10,7 +11,9 @@ from pydantic import BaseModel, validator, field_validator
 from dataclasses import asdict
 
 from app.db.video_task_dao import get_task_by_video
+from app.enmus.exception import NoteErrorEnum
 from app.enmus.note_enums import DownloadQuality
+from app.exceptions.note import NoteError
 from app.services.note import NoteGenerator, logger
 from app.utils.response import ResponseWrapper as R
 from app.utils.url_parser import extract_video_id
@@ -54,12 +57,13 @@ class VideoRequest(BaseModel):
         if parsed.scheme in ("http", "https"):
             # 是网络链接，继续用原有平台校验
             if not is_supported_video_url(url):
-                raise ValueError("暂不支持该视频平台或链接格式无效")
+                raise NoteError(code=NoteErrorEnum.PLATFORM_NOT_SUPPORTED.code,
+                                message=NoteErrorEnum.PLATFORM_NOT_SUPPORTED.message)
 
         return v
 
 
-NOTE_OUTPUT_DIR = "note_results"
+NOTE_OUTPUT_DIR = os.getenv("NOTE_OUTPUT_DIR", "note_results")
 UPLOAD_DIR = "uploads"
 
 
@@ -74,30 +78,32 @@ def run_note_task(task_id: str, video_url: str, platform: str, quality: Download
                   _format: list = None, style: str = None, extras: str = None, video_understanding: bool = False,
                   video_interval=0, grid_size=[]
                   ):
-    try:
-        if not model_name or not provider_id:
-            raise HTTPException(status_code=400, detail="请选择模型和提供者")
 
-        note = NoteGenerator().generate(
-            video_url=video_url,
-            platform=platform,
-            quality=quality,
-            task_id=task_id,
-            model_name=model_name,
-            provider_id=provider_id,
-            link=link,
-            _format=_format,
-            style=style,
-            extras=extras,
-            screenshot=screenshot
-            , video_understanding=video_understanding,
-            video_interval=video_interval,
-            grid_size=grid_size
-        )
-        logger.info(f"Note generated: {task_id}")
-        save_note_to_file(task_id, note)
-    except Exception as e:
-        save_note_to_file(task_id, {"error": str(e)})
+    if not model_name or not provider_id:
+        raise HTTPException(status_code=400, detail="请选择模型和提供者")
+
+    note = NoteGenerator().generate(
+        video_url=video_url,
+        platform=platform,
+        quality=quality,
+        task_id=task_id,
+        model_name=model_name,
+        provider_id=provider_id,
+        link=link,
+        _format=_format,
+        style=style,
+        extras=extras,
+        screenshot=screenshot
+        , video_understanding=video_understanding,
+        video_interval=video_interval,
+        grid_size=grid_size
+    )
+    logger.info(f"Note generated: {task_id}")
+    if not note or not note.markdown:
+        logger.warning(f"任务 {task_id} 执行失败，跳过保存")
+        return
+    save_note_to_file(task_id, note)
+
 
 
 @router.post('/delete_task')
@@ -135,7 +141,6 @@ def generate_note(data: VideoRequest, background_tasks: BackgroundTasks):
         #         msg='笔记已生成，请勿重复发起',
         #
         #     )
-
         if data.task_id:
             # 如果传了task_id，说明是重试！
             task_id = data.task_id
diff --git a/backend/app/routers/provider.py b/backend/app/routers/provider.py
index 9710082..5ded464 100644
--- a/backend/app/routers/provider.py
+++ b/backend/app/routers/provider.py
@@ -2,7 +2,7 @@ from typing import Optional
 from fastapi import APIRouter
 from pydantic import BaseModel
 
-from app.exceptions.provider import ConnectionTestError
+from app.exceptions.provider import ProviderError
 from app.models.model_config import ModelConfig
 from app.services.model import ModelService
 from app.utils.response import ResponseWrapper as R
@@ -88,9 +88,5 @@ def update_provider(data: ProviderUpdateRequest):
 
 @router.post('/connect_test')
 def gpt_connect_test(data: TestRequest):
-    try:
-        ModelService().connect_test(data.id)
-        return R.success(msg='连接成功')
-    except Exception as e:
-        print("捕获到异常类型:", type(e))
-        return R.error(msg=str(e))
\ No newline at end of file
+    ModelService().connect_test(data.id)
+    return R.success(msg='连接成功')
diff --git a/backend/app/services/model.py b/backend/app/services/model.py
index 0c60d10..8bc73a3 100644
--- a/backend/app/services/model.py
+++ b/backend/app/services/model.py
@@ -1,12 +1,16 @@
+
+
 from app.db.model_dao import insert_model, get_all_models, get_model_by_provider_and_name, delete_model
 from app.db.provider_dao import get_enabled_providers
-from app.exceptions.provider import ConnectionTestError
+from app.enmus.exception import ProviderErrorEnum
+from app.exceptions.provider import ProviderError
 from app.gpt.gpt_factory import GPTFactory
 from app.gpt.provider.OpenAI_compatible_provider import OpenAICompatibleProvider
 from app.models.model_config import ModelConfig
 from app.services.provider import ProviderService
+from app.utils.logger import get_logger
 
-
+logger=get_logger(__name__)
 class ModelService:
 
     @staticmethod
@@ -83,37 +87,38 @@ class ModelService:
             provider = ProviderService.get_provider_by_id(provider_id)
 
             models = ModelService.get_model_list(provider["id"], verbose=verbose)
-
-            model_list={
-
-                "models": models
+            print(type(models))
+            serializable_models = [m.dict() for m in models.data]
+            model_list = {
+                "models": serializable_models
             }
 
+            logger.info(f"[{provider['name']}] 获取模型成功")
             return model_list
         except Exception as e:
-            print(f"[{provider_id}] 获取模型失败: {e}")
+            # print(f"[{provider_id}] 获取模型失败: {e}")
+            logger.error(f"[{provider_id}] 获取模型失败: {e}")
             return []
     @staticmethod
     def connect_test(id: str) -> bool:
-        try:
-            provider = ProviderService.get_provider_by_id(id)
 
-            if provider:
-                if not provider.get('api_key'):
-                    raise ConnectionTestError(f"供应商信息未找到，请先保存重试")
-                result =  OpenAICompatibleProvider.test_connection(
-                    api_key=provider.get('api_key'),
-                    base_url=provider.get('base_url')
-                )
-                if result:
-                    return True
-                else:
-                    raise ConnectionTestError("请检查API Key 和 API 地址是否正确")
+        provider = ProviderService.get_provider_by_id(id)
+
+        if provider:
+            if not provider.get('api_key'):
+                raise ProviderError(code=ProviderErrorEnum.NOT_FOUND.code, message=ProviderErrorEnum.NOT_FOUND.message)
+            result =  OpenAICompatibleProvider.test_connection(
+                api_key=provider.get('api_key'),
+                base_url=provider.get('base_url')
+            )
+            if result:
+                return True
+            else:
+                raise ProviderError(code=ProviderErrorEnum.WRONG_PARAMETER.code,message=ProviderErrorEnum.WRONG_PARAMETER.message)
+
+        raise ProviderError(code=ProviderErrorEnum.NOT_FOUND.code, message=ProviderErrorEnum.NOT_FOUND.message)
+
 
-            raise ConnectionTestError("供应商信息未找到，请先保存重试")
-        except Exception as e:
-            # 抛出业务异常，交由 Controller 处理
-            raise ConnectionTestError(f"{str(e)}") from e
 
     @staticmethod
     def delete_model_by_id( model_id: int) -> bool:
diff --git a/backend/app/services/note.py b/backend/app/services/note.py
index a8955f2..b317dd6 100644
--- a/backend/app/services/note.py
+++ b/backend/app/services/note.py
@@ -1,75 +1,63 @@
 import json
-from dataclasses import asdict
-
-from fastapi import HTTPException
-
-from app.downloaders.local_downloader import LocalDownloader
-from app.enmus.task_status_enums import TaskStatus
+import logging
 import os
-from typing import Union, Optional
+import re
+from dataclasses import asdict
+from pathlib import Path
+from typing import List, Optional, Tuple, Union, Any
 
 from pydantic import HttpUrl
+from dotenv import load_dotenv
 
-from app.db.video_task_dao import insert_video_task, delete_task_by_video
 from app.downloaders.base import Downloader
-from app.downloaders.bilibili_downloader import BilibiliDownloader
-from app.downloaders.douyin_downloader import DouyinDownloader
-from app.downloaders.youtube_downloader import YoutubeDownloader
+from app.services.constant import SUPPORT_PLATFORM_MAP
+from app.enmus.task_status_enums import TaskStatus
+from app.enmus.exception import NoteErrorEnum, ProviderErrorEnum
+from app.exceptions.note import NoteError
+from app.exceptions.provider import ProviderError
+from app.db.video_task_dao import delete_task_by_video, insert_video_task
 from app.gpt.base import GPT
-from app.gpt.deepseek_gpt import DeepSeekGPT
 from app.gpt.gpt_factory import GPTFactory
-from app.gpt.openai_gpt import OpenaiGPT
-from app.gpt.qwen_gpt import QwenGPT
+from app.models.audio_model import AudioDownloadResult
 from app.models.gpt_model import GPTSource
 from app.models.model_config import ModelConfig
 from app.models.notes_model import NoteResult
-from app.models.notes_model import AudioDownloadResult
-from app.enmus.note_enums import DownloadQuality
 from app.models.transcriber_model import TranscriptResult, TranscriptSegment
-from app.services.constant import SUPPORT_PLATFORM_MAP
-
 from app.services.provider import ProviderService
 from app.transcriber.base import Transcriber
 from app.transcriber.transcriber_provider import get_transcriber, _transcribers
-from app.transcriber.whisper import WhisperTranscriber
-import re
-
-from app.utils.note_helper import replace_content_markers
-from app.utils.status_code import StatusCode
-from app.utils.video_helper import generate_screenshot
-
-# from app.services.whisperer import transcribe_audio
-# from app.services.gpt import summarize_text
-from dotenv import load_dotenv
-from app.utils.logger import get_logger
 from app.utils.video_reader import VideoReader
-from events import transcription_finished
+from app.utils.video_helper import generate_screenshot
+from app.utils.note_helper import replace_content_markers
+from app.enmus.note_enums import DownloadQuality
 
-logger = get_logger(__name__)
+# 环境变量
 load_dotenv()
-api_path = os.getenv("API_BASE_URL", "http://localhost")
-BACKEND_PORT = os.getenv("BACKEND_PORT", 8000)
+NOTE_OUTPUT_DIR = Path(os.getenv("NOTE_OUTPUT_DIR", "note_results"))
+NOTE_OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
+IMAGE_BASE_URL = os.getenv("IMAGE_BASE_URL", "/static/screenshots")
+IMAGE_OUTPUT_DIR = os.getenv("OUT_DIR", "images")
 
-BACKEND_BASE_URL = f"{api_path}:{BACKEND_PORT}"
-output_dir = os.getenv('OUT_DIR')
-image_base_url = os.getenv('IMAGE_BASE_URL')
-logger.info("starting up")
-
-NOTE_OUTPUT_DIR = "note_results"
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.INFO)
 
 
 class NoteGenerator:
+
+    class States:
+        INIT = 'INIT'
+        PARSING = 'PARSING'
+        DOWNLOADING = 'DOWNLOADING'
+        TRANSCRIBING = 'TRANSCRIBING'
+        SUMMARIZING = 'SUMMARIZING'
+        SAVING = 'SAVING'
+        SUCCESS = 'SUCCESS'
+        FAILED = 'FAILED'
+
     def __init__(self):
-        self.model_size: str = 'base'
-        self.device: Union[str, None] = None
-        self.transcriber_type = os.getenv('TRANSCRIBER_TYPE', 'fast-whisper')
-        self.transcriber = self.get_transcriber()
-        self.video_path = None
-        logger.info("初始化NoteGenerator")
-
-    import logging
-
-    logger = logging.getLogger(__name__)
+        self.transcriber_type = os.getenv("TRANSCRIBER_TYPE", "fast-whisper")
+        self.transcriber: Transcriber = self._init_transcriber()
+        self.video_img_urls = []
 
     @staticmethod
     def update_task_status(task_id: str, status: Union[str, TaskStatus], message: Optional[str] = None):
@@ -81,310 +69,179 @@ class NoteGenerator:
         with open(path, "w", encoding="utf-8") as f:
             json.dump(content, f, ensure_ascii=False, indent=2)
 
-    def get_gpt(self, model_name: str = None, provider_id: str = None) -> GPT:
+    def generate(
+        self,
+        video_url: Union[str, HttpUrl],
+        platform: str,
+        quality: DownloadQuality = DownloadQuality.medium,
+        task_id: Optional[str] = None,
+        model_name: Optional[str] = None,
+        provider_id: Optional[str] = None,
+        link: bool = False,
+        screenshot: bool = False,
+        _format: Optional[List[str]] = None,
+        style: Optional[str] = None,
+        extras: Optional[str] = None,
+        output_path: Optional[str] = None,
+        video_understanding: bool = False,
+        video_interval: int = 0,
+        grid_size: Optional[List[int]] = None,
+    ) -> NoteResult | None:
+
+        self.task_id = task_id
+        self._change_state(self.States.INIT)
+
+        try:
+            self._change_state(self.States.PARSING)
+
+            downloader = self._get_downloader(platform)
+            gpt = self._get_gpt(model_name, provider_id)
+
+            self.audio_cache_file = NOTE_OUTPUT_DIR / f"{task_id}_audio.json"
+            self.transcript_cache_file = NOTE_OUTPUT_DIR / f"{task_id}_transcript.json"
+            self.markdown_cache_file = NOTE_OUTPUT_DIR / f"{task_id}_markdown.md"
+
+            self.audio_meta = self._download_audio_video(
+                downloader, video_url, quality, output_path,
+                screenshot, video_understanding, video_interval, grid_size or []
+            )
+
+            self.transcript = self._transcribe_audio()
+
+            self.markdown = self._summarize_text(
+                gpt, link, screenshot, _format or [], style, extras
+            )
+
+            self.markdown = self._post_process_markdown(
+                self.markdown, self.video_path, _format or [], self.audio_meta, platform
+            )
+
+            self._change_state(self.States.SAVING)
+            self._save_metadata(self.audio_meta.video_id, platform, task_id)
+
+            self._change_state(self.States.SUCCESS)
+            return NoteResult(markdown=self.markdown, transcript=self.transcript, audio_meta=self.audio_meta)
+
+        except Exception as e:
+            logger.exception(f"任务 {self.task_id} 失败: {e}")
+            self._change_state(self.States.FAILED, str(e))
+            return None
+
+    def _change_state(self, state: str, message: Optional[str] = None):
+        if not self.task_id:
+            return
+        NOTE_OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
+        status_file = NOTE_OUTPUT_DIR / f"{self.task_id}.status.json"
+        data = {"status": state}
+        if message:
+            data["message"] = message
+        temp_file = status_file.with_suffix('.tmp')
+        with temp_file.open('w', encoding='utf-8') as f:
+            json.dump(data, f, ensure_ascii=False, indent=2)
+        temp_file.replace(status_file)
+
+    def _init_transcriber(self) -> Transcriber:
+        if self.transcriber_type not in _transcribers:
+            raise Exception(f"不支持的转写器：{self.transcriber_type}")
+        return get_transcriber(self.transcriber_type)
+
+    def _get_gpt(self, model_name: Optional[str], provider_id: Optional[str]) -> GPT:
         provider = ProviderService.get_provider_by_id(provider_id)
         if not provider:
-            logger.error(f"[get_gpt] 未找到对应的模型供应商: provider_id={provider_id}")
-            raise ValueError(f"未找到对应的模型供应商: provider_id={provider_id}")
-
-        gpt = GPTFactory().from_config(
-            ModelConfig(
-                api_key=provider.get('api_key'),
-                base_url=provider.get('base_url'),
-                model_name=model_name,
-                provider=provider.get('type'),
-                name=provider.get('name')
-            )
+            raise ProviderError(code=ProviderErrorEnum.NOT_FOUND, message=ProviderErrorEnum.NOT_FOUND.message)
+        config = ModelConfig(
+            api_key=provider["api_key"], base_url=provider["base_url"],
+            model_name=model_name, provider=provider["type"], name=provider["name"]
         )
-        return gpt
+        return GPTFactory().from_config(config)
 
-    def get_downloader(self, platform: str) -> Downloader:
-        downloader = SUPPORT_PLATFORM_MAP[platform]
-        if downloader:
-            logger.info(f"使用{downloader}下载器")
-            return downloader
-        else:
-            logger.warning("不支持的平台")
-            raise ValueError(f"不支持的平台：{platform}")
+    def _get_downloader(self, platform: str) -> Downloader:
+        downloader_cls = SUPPORT_PLATFORM_MAP.get(platform)
+        if not downloader_cls:
+            raise NoteError(code=NoteErrorEnum.PLATFORM_NOT_SUPPORTED.code,
+                            message=NoteErrorEnum.PLATFORM_NOT_SUPPORTED.message)
+        return downloader_cls
 
-    def get_transcriber(self) -> Transcriber:
-        '''
+    def _download_audio_video(self, downloader, video_url, quality, output_path,
+                               screenshot, video_understanding, video_interval, grid_size):
+        self._change_state(self.States.DOWNLOADING)
 
-        :param transcriber: 选择的转义器
-        :return:
-        '''
-        if self.transcriber_type in _transcribers.keys():
-            logger.info(f"使用{self.transcriber_type}转义器")
-            return get_transcriber(transcriber_type=self.transcriber_type)
-        else:
-            logger.warning("不支持的转义器")
-            raise ValueError(f"不支持的转义器：{self.transcriber}")
+        need_video = screenshot or video_understanding
+        if need_video:
+            self.video_path = Path(downloader.download_video(video_url, output_path))
+            if grid_size:
+                self.video_img_urls = VideoReader(
+                    video_path=str(self.video_path),
+                    grid_size=tuple(grid_size),
+                    frame_interval=video_interval,
+                    unit_width=1280, unit_height=720,
+                    save_quality=90,
+                ).run()
 
-    def save_meta(self, video_id, platform, task_id):
-        logger.info(f"记录已经生成的数据信息")
-        insert_video_task(video_id=video_id, platform=platform, task_id=task_id)
+        if self.audio_cache_file.exists():
+            with open(self.audio_cache_file, "r", encoding="utf-8") as f:
+                data = json.load(f)
+            return AudioDownloadResult(**data)
 
-    def insert_screenshots_into_markdown(self, markdown: str, video_path: str, image_base_url: str,
-                                         output_dir: str, _format: list) -> str:
-        """
-        扫描 markdown 中的 *Screenshot-xx:xx，生成截图并插入 markdown 图片
-        :param markdown:
-        :param image_base_url: 最终返回给前端的路径前缀（如 /static/screenshots）
-        """
-        matches = self.extract_screenshot_timestamps(markdown)
-        new_markdown = markdown
+        audio = downloader.download(
+            video_url=video_url, quality=quality, output_dir=output_path, need_video=need_video
+        )
+        with open(self.audio_cache_file, "w", encoding="utf-8") as f:
+            json.dump(asdict(audio), f, ensure_ascii=False, indent=2)
+        return audio
 
-        logger.info(f"开始为笔记生成截图")
-        try:
-            for idx, (marker, ts) in enumerate(matches):
-                image_path = generate_screenshot(video_path, output_dir, ts, idx)
-                image_relative_path = os.path.join(image_base_url, os.path.basename(image_path)).replace("\\", "/")
-                image_url = f"/static/screenshots/{os.path.basename(image_path)}"
-                replacement = f"![]({image_url})"
-                new_markdown = new_markdown.replace(marker, replacement, 1)
+    def _transcribe_audio(self):
+        self._change_state(self.States.TRANSCRIBING)
+        if self.transcript_cache_file.exists():
+            with open(self.transcript_cache_file, "r", encoding="utf-8") as f:
+                data = json.load(f)
+            segments = [TranscriptSegment(**seg) for seg in data.get("segments", [])]
+            return TranscriptResult(language=data["language"], full_text=data["full_text"], segments=segments)
 
-            return new_markdown
-        except Exception as e:
-            logger.error(f"截图生成失败：{e}")
-            raise HTTPException(
-                status_code=500,
-                detail={
-                    "code": StatusCode.DOWNLOAD_ERROR,
-                    "msg": f"截图生成失败",
-                    "error": str(e)
-                }
-            )
+        transcript = self.transcriber.transcript(self.audio_meta.file_path)
+        with open(self.transcript_cache_file, "w", encoding="utf-8") as f:
+            json.dump(asdict(transcript), f, ensure_ascii=False, indent=2)
+        return transcript
 
+    def _summarize_text(self, gpt, link, screenshot, formats, style, extras):
+        self._change_state(self.States.SUMMARIZING)
+        source = GPTSource(
+            title=self.audio_meta.title,
+            segment=self.transcript.segments,
+            tags=self.audio_meta.raw_info.get("tags", []),
+            screenshot=screenshot,
+            video_img_urls=self.video_img_urls,
+            link=link, _format=formats, style=style, extras=extras
+        )
+        markdown = gpt.summarize(source)
+        with open(self.markdown_cache_file, "w", encoding="utf-8") as f:
+            f.write(markdown)
+        return markdown
 
-    @staticmethod
-    def delete_note(video_id: str, platform: str):
-        logger.info(f"删除生成的笔记记录")
-        return delete_task_by_video(video_id, platform)
+    def _post_process_markdown(self, markdown, video_path, formats, audio_meta, platform):
+        if "screenshot" in formats and video_path:
+            markdown = self._insert_screenshots(markdown, video_path)
+        if "link" in formats:
+            markdown = replace_content_markers(markdown, video_id=audio_meta.video_id, platform=platform)
+        return markdown
 
-    import re
-
-    def extract_screenshot_timestamps(self, markdown: str) -> list[tuple[str, int]]:
-        """
-        从 Markdown 中提取 Screenshot 时间标记（如 *Screenshot-03:39 或 Screenshot-[03:39]），
-        并返回匹配文本和对应时间戳（秒）
-        """
-        logger.info(f"开始提取截图时间标记")
+    def _insert_screenshots(self, markdown, video_path):
         pattern = r"(?:\*Screenshot-(\d{2}):(\d{2})|Screenshot-\[(\d{2}):(\d{2})\])"
-        matches = list(re.finditer(pattern, markdown))
-        results = []
-        for match in matches:
+        matches = []
+        for match in re.finditer(pattern, markdown):
             mm = match.group(1) or match.group(3)
             ss = match.group(2) or match.group(4)
-            total_seconds = int(mm) * 60 + int(ss)
-            results.append((match.group(0), total_seconds))
-        return results
+            matches.append((match.group(0), int(mm)*60+int(ss)))
+        for idx, (marker, ts) in enumerate(matches):
+            img_path = generate_screenshot(str(video_path), str(IMAGE_OUTPUT_DIR), ts, idx)
+            filename = Path(img_path).name
+            img_url = f"{IMAGE_BASE_URL.rstrip('/')}/{filename}"
+            markdown = markdown.replace(marker, f"![]({img_url})", 1)
+        return markdown
 
-    def generate(
-            self,
-            video_url: Union[str, HttpUrl],
-            platform: str,
-            quality: DownloadQuality = DownloadQuality.medium,
-            task_id: Union[str, None] = None,
-            model_name: str = None,
-            provider_id: str = None,
-            link: bool = False,
-            screenshot: bool = False,
-            _format: list = None,
-            style: str = None,
-            extras: str = None,
-            path: Union[str, None] = None,
-            video_understanding: bool = False,
-            video_interval=0,
-            grid_size=[]
-    ) -> NoteResult:
+    def _save_metadata(self, video_id: str, platform: str, task_id: str):
+        insert_video_task(video_id=video_id, platform=platform, task_id=task_id)
 
-        try:
-            logger.info(f"🎯 开始解析并生成笔记，task_id={task_id}")
-            self.update_task_status(task_id, TaskStatus.PARSING)
-            downloader = self.get_downloader(platform)
-            gpt = self.get_gpt(model_name=model_name, provider_id=provider_id)
-            video_img_urls = []
-            audio_cache_path = os.path.join(NOTE_OUTPUT_DIR, f"{task_id}_audio.json")
-            transcript_cache_path = os.path.join(NOTE_OUTPUT_DIR, f"{task_id}_transcript.json")
-            markdown_cache_path = os.path.join(NOTE_OUTPUT_DIR, f"{task_id}_markdown.md")
-
-            # -------- 1. 下载音频 --------
-            try:
-                self.update_task_status(task_id, TaskStatus.DOWNLOADING)
-
-                # 加载音频缓存（如果存在）
-                audio = None
-                if os.path.exists(audio_cache_path):
-                    logger.info(f"检测到已有音频缓存，直接读取，task_id={task_id}")
-                    with open(audio_cache_path, "r", encoding="utf-8") as f:
-                        audio_data = json.load(f)
-                    audio = AudioDownloadResult(**audio_data)
-
-                # 需要视频的情况（截图 or 视频理解）
-                need_video = 'screenshot' in _format or video_understanding
-                if need_video:
-                    try:
-                        video_path = downloader.download_video(video_url)
-                        self.video_path = video_path
-                        logger.info(f"成功下载视频文件: {video_path}")
-
-                        video_img_urls = VideoReader(
-                            video_path=video_path,
-                            grid_size=tuple(grid_size),
-                            frame_interval=video_interval,
-                            unit_width=1280,
-                            unit_height=720,
-                            save_quality=90,
-                        ).run()
-                    except Exception as e:
-                        logger.error(f"Error 下载视频失败，task_id={task_id}，错误信息：{e}")
-                        self.update_task_status(task_id, TaskStatus.FAILED, message=f"下载音频失败：{e}")
-                        raise HTTPException(
-                            status_code=500,
-                            detail={
-                                "code": StatusCode.DOWNLOAD_ERROR,
-                                "msg": f"下载视频失败，task_id={task_id}",
-                                "error": str(e)
-                            }
-                        )
-
-                # 没有音频缓存就下载音频（可能同时也带上视频）
-                if audio is None:
-                    audio = downloader.download(
-                        video_url=video_url,
-                        quality=quality,
-                        output_dir=path,
-                        need_video='screenshot' in _format,  # 注意这里只为了截图需要
-                    )
-                    with open(audio_cache_path, "w", encoding="utf-8") as f:
-                        json.dump(asdict(audio), f, ensure_ascii=False, indent=2)
-                    logger.info(f"音频下载并缓存成功，task_id={task_id}")
-            except Exception as e:
-                logger.error(f"Error 下载音频失败，task_id={task_id}，错误信息：{e}")
-                self.update_task_status(task_id, TaskStatus.FAILED, message=f"下载音频失败：{e}")
-
-                raise HTTPException(
-                    status_code=500,
-                    detail={
-                        "code": StatusCode.DOWNLOAD_ERROR,
-                        "msg": f"下载音频失败，task_id={task_id}",
-                        "error": str(e)
-                    }
-                )
-
-            # -------- 2. 转写文字 --------
-            try:
-                self.update_task_status(task_id, TaskStatus.TRANSCRIBING)
-                if os.path.exists(transcript_cache_path):
-                    logger.info(f"检测到已有转写缓存，直接读取，task_id={task_id}")
-                    try:
-                        with open(transcript_cache_path, "r", encoding="utf-8") as f:
-                            transcript_data = json.load(f)
-                        transcript = TranscriptResult(
-                            language=transcript_data["language"],
-                            full_text=transcript_data["full_text"],
-                            segments=[TranscriptSegment(**seg) for seg in transcript_data["segments"]]
-                        )
-                    except (json.JSONDecodeError, KeyError) as e:
-                        logger.warning(f"Warning 读取转录缓存失败，重新转录，task_id={task_id}，错误信息：{e}")
-                        transcript: TranscriptResult = self.transcriber.transcript(file_path=audio.file_path)
-                        with open(transcript_cache_path, "w", encoding="utf-8") as f:
-                            json.dump(asdict(transcript), f, ensure_ascii=False, indent=2)
-                else:
-                    transcript: TranscriptResult = self.transcriber.transcript(file_path=audio.file_path)
-                    with open(transcript_cache_path, "w", encoding="utf-8") as f:
-                        json.dump(asdict(transcript), f, ensure_ascii=False, indent=2)
-                    logger.info(f"文字转写并缓存成功，task_id={task_id}")
-            except Exception as e:
-                logger.error(f"Error 转写文字失败，task_id={task_id}，错误信息：{e}")
-                self.update_task_status(task_id, TaskStatus.FAILED, message=f"转写文字失败：{e}")
-                raise HTTPException(
-                    status_code=500,
-                    detail={
-                        "code": StatusCode.GENERATE_ERROR,  # =1003
-                        "msg": f"转写文字失败，task_id={task_id}",
-                        "error": str(e)
-                    }
-                )
-
-            # -------- 3. 总结内容 --------
-            try:
-                self.update_task_status(task_id, TaskStatus.SUMMARIZING)
-                # if os.path.exists(markdown_cache_path):
-                #     logger.info(f"检测到已有总结缓存，直接读取，task_id={task_id}")
-                #     with open(markdown_cache_path, "r", encoding="utf-8") as f:
-                #         markdown = f.read()
-                # else:
-                source = GPTSource(
-                    title=audio.title,
-                    segment=transcript.segments,
-                    tags=audio.raw_info.get('tags'),
-                    screenshot=screenshot,
-                    video_img_urls=video_img_urls,
-                    link=link,
-                    _format=_format,
-                    style=style,
-                    extras=extras
-                )
-
-                markdown: str = gpt.summarize(source)
-                with open(markdown_cache_path, "w", encoding="utf-8") as f:
-                    f.write(markdown)
-                logger.info(f"GPT总结并缓存成功，task_id={task_id}")
-            except Exception as e:
-                logger.error(f"Error 总结内容失败，task_id={task_id}，错误信息：{e}")
-                self.update_task_status(task_id, TaskStatus.FAILED, message=f"总结内容失败：{e}")
-                raise HTTPException(
-                    status_code=500,
-                    detail={
-                        "code": StatusCode.GENERATE_ERROR,  # =1003
-                        "msg": f"总结内容失败，task_id={task_id}",
-                        "error": str(e)
-                    }
-                )
-
-            # -------- 4. 插入截图 --------
-            if _format and 'screenshot' in _format:
-                try:
-                    markdown = self.insert_screenshots_into_markdown(markdown, self.video_path, image_base_url,
-                                                                     output_dir, _format)
-                except Exception as e:
-                    logger.warning(f"Warning 插入截图失败，跳过处理，task_id={task_id}，错误信息：{e}")
-            if _format and 'link' in _format:
-                try:
-                    markdown = replace_content_markers(markdown, video_id=audio.video_id, platform=platform)
-                except Exception as e:
-                    logger.warning(f"Warning 插入链接失败，跳过处理，task_id={task_id}，错误信息：{e}")
-                # 注意：截图失败不终止整体流程
-
-            # -------- 5. 保存数据库记录 --------
-            self.update_task_status(task_id, TaskStatus.SAVING)
-            self.save_meta(video_id=audio.video_id, platform=platform, task_id=task_id)
-
-            # -------- 6. 完成 --------
-            self.update_task_status(task_id, TaskStatus.SUCCESS)
-            logger.info(f"succeed 笔记生成成功，task_id={task_id}")
-            # TODO :改为前端一键清除缓存
-            # if platform != 'local':
-            #     transcription_finished.send({
-            #         "file_path": audio.file_path,
-            #     })
-            return NoteResult(
-                markdown=markdown,
-                transcript=transcript,
-                audio_meta=audio
-            )
-
-        except Exception as e:
-            logger.error(f"Error 笔记生成流程异常终止，task_id={task_id}，错误信息：{e}")
-            self.update_task_status(task_id, TaskStatus.FAILED, message=str(e))
-
-            # 返回结构化错误信息给前端（可以用于日志 + 显示 + 错误定位）
-            raise HTTPException(
-                status_code=500,
-                detail={
-                    "code": StatusCode.FAIL,
-                    "msg": f"笔记生成流程异常终止，task_id={task_id}",
-                    "error": str(e)
-                }
-            )
+    @staticmethod
+    def delete_note(video_id: str, platform: str) -> int:
+        return delete_task_by_video(video_id, platform)
\ No newline at end of file
diff --git a/backend/app/utils/response.py b/backend/app/utils/response.py
index 15b529c..0d61ec9 100644
--- a/backend/app/utils/response.py
+++ b/backend/app/utils/response.py
@@ -1,18 +1,24 @@
+from fastapi.responses import JSONResponse
 from app.utils.status_code import StatusCode
+from pydantic import BaseModel
+from typing import Optional, Any
+
+
+from fastapi.responses import JSONResponse
 
 class ResponseWrapper:
     @staticmethod
-    def success(data=None, msg="success", code=StatusCode.SUCCESS):
-        return {
-            "code": int(code),
+    def success(data=None, msg="success", code=0):
+        return JSONResponse(content={
+            "code": code,
             "msg": msg,
             "data": data
-        }
+        })
 
     @staticmethod
-    def error(msg="error", code=StatusCode.FAIL, data=None):
-        return {
-            "code": int(code),
+    def error(msg="error", code=500, data=None):
+        return JSONResponse(content={
+            "code": code,
             "msg": msg,
             "data": data
-        }
\ No newline at end of file
+        })
\ No newline at end of file
diff --git a/backend/main.py b/backend/main.py
index cccdac8..74c1c5d 100644
--- a/backend/main.py
+++ b/backend/main.py
@@ -4,7 +4,7 @@ import uvicorn
 from starlette.staticfiles import StaticFiles
 from dotenv import load_dotenv
 
-from app.core.exception_handlers import register_exception_handlers
+from app.exceptions.exception_handlers import register_exception_handlers
 from app.db.model_dao import init_model_table
 from app.db.provider_dao import init_provider_table
 from app.utils.logger import get_logger
@@ -33,11 +33,14 @@ if not os.path.exists(out_dir):
     os.makedirs(out_dir)
 
 app = create_app()
+register_exception_handlers(app)
 app.mount(static_path, StaticFiles(directory=static_dir), name="static")
 app.mount("/uploads", StaticFiles(directory=uploads_dir), name="uploads")
 @app.on_event("startup")
 async def startup_event():
-    register_exception_handlers(app)
+
+
+
     register_handler()
     ensure_ffmpeg_or_raise()
     register_handler()
@@ -46,8 +49,9 @@ async def startup_event():
     init_provider_table()
     init_model_table()
 
+
 if __name__ == "__main__":
     port = int(os.getenv("BACKEND_PORT", 8000))
     host = os.getenv("BACKEND_HOST", "0.0.0.0")
     logger.info(f"Starting server on {host}:{port}")
-    uvicorn.run("main:app", host=host, port=port, reload=False)
\ No newline at end of file
+    uvicorn.run(app, host=host, port=port, reload=False)
\ No newline at end of file
diff --git a/nginx/default.conf b/nginx/default.conf
index 72df7ea..318afa6 100644
--- a/nginx/default.conf
+++ b/nginx/default.conf
@@ -1,6 +1,6 @@
 server {
   listen 80;
-
+  client_max_body_size 10G;
   # 所有非 /api 请求全部代理给 frontend 容器
   location / {
     proxy_pass http://frontend:80;
@@ -11,8 +11,6 @@ server {
     proxy_pass http://backend:8000;
     proxy_set_header Host $host;
     proxy_set_header X-Real-IP $remote_addr;
-    client_max_body_size 10G;
-    client_body_buffer_size 128k;
   }
     
    location /static/ {