refactor: 将上游模型缓存从前端迁移到后端 Redis

- 后端：定时任务刷新时将上游模型写入 Redis 缓存
- 后端：provider_query 优先从缓存读取，支持 force_refresh 参数
- 后端：auto_fetch_models 开启时改为同步获取，确保前端能立即看到数据
- 前端：移除本地缓存，只保留并发请求去重逻辑
- 前端：KeyAllowedModelsEditDialog 添加刷新上游模型按钮

frontend/src/features/providers/components/BatchAssignModelsDialog.vue

@@ -257,7 +257,7 @@ const emit = defineEmits<{
   'changed': []
 }>()
 
-const { fetchModels: fetchCachedModels, clearCache, getCachedModels } = useUpstreamModelsCache()
+const { fetchModels: fetchCachedModels } = useUpstreamModelsCache()
 
 const { error: showError, success } = useToast()
 const { confirmWarning } = useConfirm()
@@ -633,24 +633,8 @@ async function loadData() {
   // 同步全局模型选择状态
   syncGlobalModelSelection()
 
-  // 检查缓存
-  const cachedModels = getCachedModels(props.providerId)
-  if (cachedModels && cachedModels.length > 0) {
-    upstreamModels.value = cachedModels
-    upstreamModelsLoaded.value = true
-    // 同步上游模型选择状态
-    syncUpstreamModelSelection()
-    // 有多个分组时全部折叠
-    const allGroups = new Set(['global'])
-    for (const model of cachedModels) {
-      if (model.api_format) {
-        allGroups.add(model.api_format)
-      }
-    }
-    collapsedGroups.value = allGroups
-  } else {
-    collapsedGroups.value = new Set()
-  }
+  // 初始折叠状态
+  collapsedGroups.value = new Set()
 }
 
 // 加载全局模型列表
@@ -677,13 +661,9 @@ async function loadExistingModels() {
 
 // 从提供商获取模型
 async function fetchUpstreamModels(forceRefresh = false) {
-  if (forceRefresh) {
-    clearCache(props.providerId)
-  }
-
   try {
     fetchingUpstreamModels.value = true
-    const result = await fetchCachedModels(props.providerId, forceRefresh)
+    const result = await fetchCachedModels(props.providerId, undefined, forceRefresh)
     if (result) {
       if (result.error) {
         showError(result.error, '错误')

frontend/src/features/providers/components/KeyAllowedModelsEditDialog.vue

@@ -40,10 +40,23 @@
             >
               已选 {{ selectedModels.length }} 个
             </span>
-            <Loader2
-              v-if="fetchingUpstreamModels"
-              class="w-4 h-4 animate-spin text-muted-foreground shrink-0"
-            />
+            <!-- 刷新上游模型按钮 -->
+            <button
+              type="button"
+              class="h-6 w-6 flex items-center justify-center rounded hover:bg-muted text-muted-foreground hover:text-foreground transition-colors shrink-0"
+              :disabled="fetchingUpstreamModels"
+              title="刷新上游模型"
+              @click="refreshUpstreamModels"
+            >
+              <RefreshCw
+                v-if="!fetchingUpstreamModels"
+                class="w-3.5 h-3.5"
+              />
+              <Loader2
+                v-else
+                class="w-3.5 h-3.5 animate-spin"
+              />
+            </button>
           </div>
 
           <!-- 分组列表 -->
@@ -318,7 +331,8 @@ import {
   Check,
   ChevronDown,
   Lock,
-  LockOpen
+  LockOpen,
+  RefreshCw
 } from 'lucide-vue-next'
 import { Dialog, Button, Input } from '@/components/ui'
 import { useToast } from '@/composables/useToast'
@@ -627,11 +641,11 @@ async function loadGlobalModels() {
 }
 
 // 从提供商获取模型（使用缓存）
-async function fetchUpstreamModels() {
+async function fetchUpstreamModels(forceRefresh = false) {
   if (!props.providerId || !props.apiKey) return
   try {
     fetchingUpstreamModels.value = true
-    const result = await fetchCachedModels(props.providerId, props.apiKey.id)
+    const result = await fetchCachedModels(props.providerId, props.apiKey.id, forceRefresh)
     if (loadingCancelled) return
     if (result.models.length > 0) {
       upstreamModels.value = result.models
@@ -647,6 +661,14 @@ async function fetchUpstreamModels() {
   }
 }
 
+// 手动刷新上游模型（强制跳过缓存）
+async function refreshUpstreamModels() {
+  await fetchUpstreamModels(true)
+  if (upstreamModels.value.length > 0) {
+    success('上游模型已刷新')
+  }
+}
+
 // 解析 allowed_models
 function parseAllowedModels(allowed: AllowedModels): string[] {
   if (allowed === null || allowed === undefined) {