diff --git a/src/App.vue b/src/App.vue
index cc38a15707d4e24c892e286d6c5b5fdd7b488aaf..b7d445bf9f1a386a738db3f378c57fc434477f5a 100644
--- a/src/App.vue
+++ b/src/App.vue
@@ -3,11 +3,15 @@ import { ref, onMounted } from 'vue';
 import LinuxTitleBar from '@/components/LinuxTitleBar.vue';
 import '@vue-flow/core/dist/style.css';
 import '@vue-flow/core/dist/theme-default.css';
+import { useUserPreferencesStore } from '@/store/userPreferences';
 
 // 平台检测
 const isLinuxPlatform = ref(false);
 
-onMounted(() => {
+// 用户偏好设置 store
+const userPreferencesStore = useUserPreferencesStore();
+
+onMounted(async () => {
   // 检测平台
   if (window.electronProcess?.platform === 'linux') {
     isLinuxPlatform.value = true;
@@ -15,6 +19,9 @@ onMounted(() => {
   if (window.electronProcess?.platform) {
     document.body.classList.add('electron-env');
   }
+  
+  // 初始化用户偏好设置（同步到 localStorage）
+  await userPreferencesStore.getUserPreferences();
 });
 </script>
 
diff --git a/src/apis/paths/account.ts b/src/apis/paths/account.ts
index 55ef3f65a53ce27638e83162a945b6797a787480..b7d80e6f7dc4a13073862fdbc198e659dc58b821 100644
--- a/src/apis/paths/account.ts
+++ b/src/apis/paths/account.ts
@@ -169,6 +169,16 @@ export const getUserPreferences = (): Promise<
             apiKey?: string;
             name?: string;
           };
+          functionCallModelPreference?: {
+            llmId: string;
+            icon?: string;
+            openaiBaseUrl: string;
+            openaiApiKey: string;
+            modelName: string;
+            maxTokens: number;
+            isEditable?: boolean;
+          };
+          searchMethodPreference?: string;
           chainOfThoughtPreference?: boolean;
           autoExecutePreference?: boolean;
         }>
@@ -188,6 +198,8 @@ export const updateUserPreferences = (preferences: {
   reasoningModelPreference?: any;
   embeddingModelPreference?: any;
   rerankerPreference?: any;
+  functionCallModelPreference?: any;
+  searchMethodPreference?: string;
   chainOfThoughtPreference?: boolean;
   autoExecutePreference?: boolean;
 }): Promise<[any, FcResponse<unknown> | undefined]> => {
diff --git a/src/store/conversation.ts b/src/store/conversation.ts
index c015c6686761dd330a0e83ac49e9d2a6804d9703..3570c8ff664f4b6b3e203d88d46de6b48cd22c41 100644
--- a/src/store/conversation.ts
+++ b/src/store/conversation.ts
@@ -306,6 +306,32 @@ export const useSessionStore = defineStore('conversation', () => {
     conversationItem: RobotConversationItem,
   ) => {
     const rawMsgData = msgData.data as string;
+    
+    // 处理 [RECORD_ID] 事件 - 格式: data: [RECORD_ID]{record_id}
+    if (rawMsgData && rawMsgData.includes('[RECORD_ID]')) {
+      try {
+        // 提取 [RECORD_ID] 后面的内容，格式为 {record_id}
+        const match = rawMsgData.match(/\[RECORD_ID\](.+)/);
+        if (match && match[1]) {
+          const recordIdStr = match[1].trim();
+          // 移除花括号提取 record_id
+          const recordId = recordIdStr.replace(/[{}]/g, '');
+          if (recordId && conversationItem.messageList) {
+            // 更新当前回答的 record_id
+            const items = conversationItem.messageList.getAllItems();
+            if (items && items[conversationItem.currentInd]) {
+              items[conversationItem.currentInd].record_id = recordId;
+            }
+            // 同时更新 recordId 字段
+            conversationItem.recordId = recordId;
+          }
+        }
+      } catch (error) {
+        console.error('Failed to parse [RECORD_ID] event:', error);
+      }
+      return;
+    }
+    
     if (rawMsgData === '[DONE]') {
       dataTransfers.dataDone(conversationItem, !!params.type);
       return;
diff --git a/src/store/userPreferences.ts b/src/store/userPreferences.ts
index 47dd8fabb2f864695c96e1db1fcc60fa15513d5a..8ce3aaaf33fb0d9bf61c55a3d13353fa5048d898 100644
--- a/src/store/userPreferences.ts
+++ b/src/store/userPreferences.ts
@@ -10,6 +10,7 @@
 import { defineStore } from 'pinia';
 import { reactive, ref } from 'vue';
 import { api } from 'src/apis';
+import { saveUserPreferences, type UserPreferences as LocalUserPreferences } from '@/utils/userPreferences';
 
 export interface ReasoningModelPreference {
   llmId: string;
@@ -44,6 +45,8 @@ export interface UserPreferences {
   reasoningModelPreference?: ReasoningModelPreference;
   embeddingModelPreference?: EmbeddingModelPreference;
   rerankerPreference?: RerankerModelPreference;
+  functionCallModelPreference?: ReasoningModelPreference;
+  searchMethodPreference?: string;
   chainOfThoughtPreference?: boolean;
   autoExecutePreference?: boolean;
 }
@@ -54,6 +57,8 @@ export const useUserPreferencesStore = defineStore('userPreferences', () => {
     reasoningModelPreference: undefined,
     embeddingModelPreference: undefined,
     rerankerPreference: undefined,
+    functionCallModelPreference: undefined,
+    searchMethodPreference: undefined,
     chainOfThoughtPreference: undefined,
     autoExecutePreference: undefined,
   });
@@ -70,6 +75,57 @@ export const useUserPreferencesStore = defineStore('userPreferences', () => {
       const [_, res] = await api.getUserPreferences();
       if (!_ && res) {
         Object.assign(preferences, res.result);
+        
+        // 同步到 localStorage，供 iframe 中的应用使用
+        const serverPrefs = res.result;
+        const localPreferences: LocalUserPreferences = {};
+        
+        if (serverPrefs?.reasoningModelPreference) {
+          localPreferences.reasoningModelPreference = {
+            llmId: serverPrefs.reasoningModelPreference.llmId,
+            modelName: serverPrefs.reasoningModelPreference.modelName,
+            icon: serverPrefs.reasoningModelPreference.icon
+          };
+        }
+        
+        if (serverPrefs?.embeddingModelPreference) {
+          localPreferences.embeddingModelPreference = {
+            llmId: serverPrefs.embeddingModelPreference.llmId,
+            modelName: serverPrefs.embeddingModelPreference.modelName,
+            icon: serverPrefs.embeddingModelPreference.icon
+          };
+        }
+        
+        if (serverPrefs?.rerankerPreference) {
+          localPreferences.rerankerPreference = {
+            llmId: serverPrefs.rerankerPreference.llmId,
+            modelName: serverPrefs.rerankerPreference.modelName,
+            icon: serverPrefs.rerankerPreference.icon
+          };
+        }
+        
+        if (serverPrefs?.functionCallModelPreference) {
+          localPreferences.functionCallModelPreference = {
+            llmId: serverPrefs.functionCallModelPreference.llmId,
+            modelName: serverPrefs.functionCallModelPreference.modelName,
+            icon: serverPrefs.functionCallModelPreference.icon
+          };
+        }
+        
+        if (serverPrefs?.searchMethodPreference) {
+          localPreferences.searchMethodPreference = serverPrefs.searchMethodPreference;
+        }
+        
+        if (serverPrefs?.chainOfThoughtPreference !== undefined) {
+          localPreferences.chainOfThoughtPreference = serverPrefs.chainOfThoughtPreference;
+        }
+        
+        if (serverPrefs?.autoExecutePreference !== undefined) {
+          localPreferences.autoExecutePreference = serverPrefs.autoExecutePreference;
+        }
+        
+        saveUserPreferences(localPreferences);
+        
         return true;
       }
       return false;
@@ -102,6 +158,8 @@ export const useUserPreferencesStore = defineStore('userPreferences', () => {
     preferences.reasoningModelPreference = undefined;
     preferences.embeddingModelPreference = undefined;
     preferences.rerankerPreference = undefined;
+    preferences.functionCallModelPreference = undefined;
+    preferences.searchMethodPreference = undefined;
     preferences.chainOfThoughtPreference = undefined;
     preferences.autoExecutePreference = undefined;
   };
diff --git a/src/views/dialogue/components/MessageDetail.vue b/src/views/dialogue/components/MessageDetail.vue
index 3ab758af792e7a9f842bb8771f6a4b86681c3889..891aacc931e25c56977687c0501b7cf52b847811 100644
--- a/src/views/dialogue/components/MessageDetail.vue
+++ b/src/views/dialogue/components/MessageDetail.vue
@@ -293,11 +293,6 @@ const handleMessageUpdate = async () => {
   emit('message-updated');
 };
 
-// 监听tab切换，重新获取对应类型的消息
-watch(activeTab, (newTab) => {
-  fetchMessages(newTab as UserMessageType);
-});
-
 // 监听用户登录状态变化
 watch(isUserLoggedIn, (loggedIn) => {
   if (loggedIn) {
diff --git a/src/views/settings/Model.vue b/src/views/settings/Model.vue
index 180ef822c17fb2ad59cde726d55f592f9d9a21bb..6e74398a0c3db99aea97e6931fc0eaadf9b85ce0 100644
--- a/src/views/settings/Model.vue
+++ b/src/views/settings/Model.vue
@@ -188,45 +188,7 @@ async function queryUserPreferences() {
   if (res) {
     userPreferences.value = res.result || {};
     
-    // 同步到localStorage，确保前端组件能够获取到最新的偏好设置
-    const localPreferences: LocalUserPreferences = {};
-    const serverPrefs = res.result;
-    
-    if (serverPrefs?.reasoningModelPreference) {
-      localPreferences.reasoningModelPreference = {
-        llmId: serverPrefs.reasoningModelPreference.llmId,
-        modelName: serverPrefs.reasoningModelPreference.modelName,
-        icon: serverPrefs.reasoningModelPreference.icon
-      };
-    }
-    
-    if (serverPrefs?.embeddingModelPreference) {
-      localPreferences.embeddingModelPreference = {
-        llmId: serverPrefs.embeddingModelPreference.llmId,
-        modelName: serverPrefs.embeddingModelPreference.modelName,
-        icon: serverPrefs.embeddingModelPreference.icon
-      };
-    }
-    
-    if (serverPrefs?.rerankerPreference) {
-      localPreferences.rerankerPreference = {
-        llmId: serverPrefs.rerankerPreference.llmId,
-        modelName: serverPrefs.rerankerPreference.modelName,
-        icon: serverPrefs.rerankerPreference.icon
-      };
-    }
-    
-    if (serverPrefs?.chainOfThoughtPreference !== undefined) {
-      localPreferences.chainOfThoughtPreference = serverPrefs.chainOfThoughtPreference;
-    }
-    
-    if (serverPrefs?.autoExecutePreference !== undefined) {
-      localPreferences.autoExecutePreference = serverPrefs.autoExecutePreference;
-    }
-    
-    saveUserPreferences(localPreferences);
-    
-    // 同时更新Pinia store，确保其他组件能获取到最新数据
+    // 同时更新Pinia store（会自动同步到 localStorage）
     await userPreferencesStore.getUserPreferences();
   }
 }