diff --git a/docs/changelog/update.md b/docs/changelog/update.md
index fc34bf9a..9731edf1 100644
--- a/docs/changelog/update.md
+++ b/docs/changelog/update.md
@@ -9,6 +9,8 @@
 - [x] 将现在的 graphview.vue 文件中 GraphContainer相关的代码分离到一个单独的组件中，然后 actions 和 footer 都是作为 slot top/bottom 提供的
 - [x]  然后应用到 web/src/components/ToolCallingResult/KnowledgeGraphResult.vue 中，替换现有的 GraphContainer。
 - [ ] 知识图谱的上传和可视化，支持属性，标签的展示
+- [ ] 集成智能体评估，首先使用命令行来实现，然后考虑放在 UI 里面展示
+- [ ] 开发与生产环境隔离
 
 🐛**BUGs**
 - [x] LlightRAG 知识库中，点击边，没有显示，但是在全屏的时候却又能够显示出来。
diff --git a/web/src/components/AgentChatComponent.vue b/web/src/components/AgentChatComponent.vue
index 17c825fe..d066dc50 100644
--- a/web/src/components/AgentChatComponent.vue
+++ b/web/src/components/AgentChatComponent.vue
@@ -100,7 +100,6 @@
             :message="message"
             :key="msgIndex"
             :is-processing="isProcessing && conv.status === 'streaming' && msgIndex === conv.messages.length - 1"
-            :debug-mode="state.debug_mode"
             :show-refs="showMsgRefs(message)"
             @retry="retryMessage(message)"
           >
@@ -207,7 +206,6 @@ const threadMessages = ref({});
 
 const uiState = reactive({
   ...props.state,
-  debug_mode: computed(() => props.state.debug_mode ?? false),
   isSidebarOpen: localStorage.getItem('chat_sidebar_open', 'true') === 'true',
   isInitialRender: true,
   showRenameButton: false,
@@ -1004,8 +1002,8 @@ watch(conversations, () => {
 
     .example-chip {
       padding: 6px 12px;
-      background: var(--gray-100);
-      border: 1px solid var(--gray-200);
+      background: var(--gray-25);
+      // border: 1px solid var(--gray-100);
       border-radius: 16px;
       cursor: pointer;
       font-size: 0.8rem;
@@ -1017,11 +1015,10 @@ watch(conversations, () => {
       text-overflow: ellipsis;
 
       &:hover {
-        background: var(--main-50);
+        // background: var(--main-25);
         border-color: var(--main-200);
         color: var(--main-700);
-        transform: translateY(-1px);
-        box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
+        box-shadow: 0 0px 4px rgba(0, 0, 0, 0.03);
       }
 
       &:active {
diff --git a/web/src/components/AgentConfigSidebar.vue b/web/src/components/AgentConfigSidebar.vue
index 41d5abd2..63d1fab3 100644
--- a/web/src/components/AgentConfigSidebar.vue
+++ b/web/src/components/AgentConfigSidebar.vue
@@ -21,11 +21,6 @@
       <div class="agent-info" v-if="selectedAgent">
         <div class="agent-basic-info">
           <p class="agent-description">{{ selectedAgent.description }}</p>
-          <!-- <div class="debug-toggle" v-if="selectedAgent.name">
-            <span class="debug-text">调试信息</span>
-            <a-switch v-model:checked="debugMode" size="small" />
-          </div>
-          <pre v-if="debugMode && selectedAgent.name" class="debug-info">{{ selectedAgent }}</pre> -->
         </div>
 
         <a-divider />
@@ -334,7 +329,6 @@ const {
 // console.log(availableTools.value)
 
 // 本地状态
-const debugMode = ref(false);
 const toolsModalOpen = ref(false);
 const selectedTools = ref([]);
 const toolsSearchText = ref('');
@@ -362,10 +356,6 @@ const closeSidebar = () => {
   emit('close');
 };
 
-const toggleDebugMode = () => {
-  debugMode.value = !debugMode.value;
-};
-
 const getConfigLabel = (key, value) => {
   // console.log(configurableItems)
   if (value.description && value.name !== key) {
@@ -648,30 +638,6 @@ watch(() => props.isOpen, (newVal) => {
           color: var(--gray-700);
           line-height: 1.5;
         }
-
-        .debug-toggle {
-          display: flex;
-          justify-content: space-between;
-          align-items: center;
-          padding: 8px 0;
-          cursor: pointer;
-
-          .debug-text {
-            font-size: 13px;
-            color: var(--gray-600);
-          }
-        }
-
-        .debug-info {
-          margin-top: 12px;
-          padding: 12px;
-          background: var(--gray-50);
-          border-radius: 6px;
-          font-size: 12px;
-          color: var(--gray-700);
-          max-height: 200px;
-          overflow-y: auto;
-        }
       }
     }
 
diff --git a/web/src/components/AgentMessageComponent.vue b/web/src/components/AgentMessageComponent.vue
index 60b67b9e..4446e8a8 100644
--- a/web/src/components/AgentMessageComponent.vue
+++ b/web/src/components/AgentMessageComponent.vue
@@ -71,7 +71,7 @@
       <!-- 错误消息 -->
     </div>
 
-    <div v-if="debugMode" class="status-info">{{ message }}</div>
+    <div v-if="infoStore.debugMode" class="status-info">{{ message }}</div>
 
     <!-- 自定义内容 -->
     <slot></slot>
@@ -85,6 +85,7 @@ import RefsComponent from '@/components/RefsComponent.vue'
 import { Loader, CircleCheckBig } from 'lucide-vue-next';
 import { ToolResultRenderer } from '@/components/ToolCallingResult'
 import { useAgentStore } from '@/stores/agent'
+import { useInfoStore } from '@/stores/info'
 import { storeToRefs } from 'pinia'
 
 
@@ -112,12 +113,13 @@ const props = defineProps({
     type: [Array, Boolean],
     default: () => false
   },
-  debugMode: {
+  // 是否为最新消息
+  isLatestMessage: {
     type: Boolean,
     default: false
   },
-  // 是否为最新消息
-  isLatestMessage: {
+  // 是否显示调试信息 (已废弃，使用 infoStore.debugMode)
+  debugMode: {
     type: Boolean,
     default: false
   }
@@ -133,6 +135,7 @@ const expandedToolCalls = ref(new Set()); // 展开的工具调用集合
 
 // 引入智能体 store
 const agentStore = useAgentStore();
+const infoStore = useInfoStore();
 const { availableTools } = storeToRefs(agentStore);
 
 // 工具相关方法
diff --git a/web/src/components/ChatSidebarComponent.vue b/web/src/components/ChatSidebarComponent.vue
index f166d610..8b01c809 100644
--- a/web/src/components/ChatSidebarComponent.vue
+++ b/web/src/components/ChatSidebarComponent.vue
@@ -244,7 +244,7 @@ const openAgentModal = () => {
     align-items: center;
     justify-content: space-between;
     padding: 0 16px;
-    border-bottom: 1px solid var(--gray-200);
+    border-bottom: 1px solid var(--gray-50);
     flex-shrink: 0;
 
     .header-title {
@@ -261,6 +261,7 @@ const openAgentModal = () => {
       display: flex;
       align-items: center;
       gap: 8px;
+      // color: var(--gray-600);
     }
   }
 
@@ -360,10 +361,10 @@ const openAgentModal = () => {
       }
 
       &:hover {
-        background-color: var(--gray-50);
+        background-color: var(--gray-25);
 
         .actions-mask {
-            background: linear-gradient(to right, transparent, var(--gray-100) 20px);
+            background: linear-gradient(to right, transparent, var(--gray-25) 20px);
         }
 
         .actions-mask, .conversation-actions {
@@ -372,14 +373,14 @@ const openAgentModal = () => {
       }
 
       &.active {
-        background-color: var(--gray-100);
+        background-color: var(--gray-50);
 
         .conversation-title {
           color: var(--main-600);
           font-weight: 500;
         }
         .actions-mask {
-          background: linear-gradient(to right, transparent, var(--gray-100) 20px);
+          background: linear-gradient(to right, transparent, var(--gray-50) 20px);
         }
       }
     }
@@ -415,20 +416,25 @@ const openAgentModal = () => {
   justify-content: center;
   align-items: center;
   border-radius: 8px;
-  color: var(--gray-500);
   // padding: 0.5rem;
   transition: background-color 0.3s;
-  &:hover {
-    color: var(--main-color);
+
+  svg {
+    stroke: var(--gray-600);
+  }
+
+  &:hover svg {
+    stroke: var(--main-color);
   }
 }
 
 // 智能体选择器样式
 .agent-selector {
   cursor: pointer;
-  font-size: 14px;
+  font-size: 15px;
   color: var(--gray-900);
   transition: color 0.2s ease;
+  font-weight: 500;
 
   &:hover {
     color: var(--main-500);
diff --git a/web/src/components/DebugComponent.vue b/web/src/components/DebugComponent.vue
index 05ea33a2..163c8d08 100644
--- a/web/src/components/DebugComponent.vue
+++ b/web/src/components/DebugComponent.vue
@@ -22,6 +22,10 @@
           <template #icon><RobotOutlined /></template>
           智能体配置
         </a-button>
+        <a-button @click="toggleDebugMode" :type="infoStore.debugMode ? 'primary' : 'default'">
+          <template #icon><BugOutlined /></template>
+          Debug 模式: {{ infoStore.debugMode ? '开启' : '关闭' }}
+        </a-button>
         <a-button @click="toggleFullscreen">
           <template #icon>
             <FullscreenOutlined v-if="!state.isFullscreen" />
@@ -99,6 +103,7 @@ import { useConfigStore } from '@/stores/config';
 import { useUserStore } from '@/stores/user';
 import { useDatabaseStore } from '@/stores/database';
 import { useAgentStore } from '@/stores/agent';
+import { useInfoStore } from '@/stores/info';
 import { useThrottleFn } from '@vueuse/core';
 import { message } from 'ant-design-vue';
 import {
@@ -112,7 +117,8 @@ import {
   PlusCircleOutlined,
   UserOutlined,
   DatabaseOutlined,
-  RobotOutlined
+  RobotOutlined,
+  BugOutlined
 } from '@ant-design/icons-vue';
 import dayjs from 'dayjs';
 import { configApi } from '@/apis/system_api';
@@ -122,6 +128,7 @@ const configStore = useConfigStore()
 const userStore = useUserStore();
 const databaseStore = useDatabaseStore();
 const agentStore = useAgentStore();
+const infoStore = useInfoStore();
 const config = configStore.config;
 
 
@@ -366,6 +373,12 @@ const printDatabaseInfo = async () => {
   }
 };
 
+// 切换Debug模式
+const toggleDebugMode = () => {
+  if (!checkAdminPermission()) return;
+  infoStore.toggleDebugMode();
+};
+
 // 打印智能体配置
 const printAgentConfig = async () => {
   if (!checkAdminPermission()) return;
diff --git a/web/src/layouts/AppLayout.vue b/web/src/layouts/AppLayout.vue
index 609b59ce..31ba01c4 100644
--- a/web/src/layouts/AppLayout.vue
+++ b/web/src/layouts/AppLayout.vue
@@ -245,7 +245,7 @@ div.header, #app-router-view {
   background-color: var(--main-10);
   height: 100%;
   width: var(--header-width);
-  border-right: 1px solid var(--gray-300);
+  border-right: 1px solid var(--gray-100);
 
   .nav {
     display: flex;
diff --git a/web/src/stores/info.js b/web/src/stores/info.js
index 536e99a7..844b3a7d 100644
--- a/web/src/stores/info.js
+++ b/web/src/stores/info.js
@@ -7,6 +7,7 @@ export const useInfoStore = defineStore('info', () => {
   const infoConfig = ref({})
   const isLoading = ref(false)
   const isLoaded = ref(false)
+  const debugMode = ref(false)
 
   // 计算属性 - 组织信息
   const organization = computed(() => infoConfig.value.organization || {
@@ -41,6 +42,14 @@ export const useInfoStore = defineStore('info', () => {
     isLoaded.value = true
   }
 
+  function setDebugMode(enabled) {
+    debugMode.value = enabled
+  }
+
+  function toggleDebugMode() {
+    debugMode.value = !debugMode.value
+  }
+
   async function loadInfoConfig(force = false) {
     // 如果已经加载过且不强制刷新，则不重新加载
     if (isLoaded.value && !force) {
@@ -93,6 +102,7 @@ export const useInfoStore = defineStore('info', () => {
     infoConfig,
     isLoading,
     isLoaded,
+    debugMode,
 
     // 计算属性
     organization,
@@ -102,6 +112,8 @@ export const useInfoStore = defineStore('info', () => {
 
     // 方法
     setInfoConfig,
+    setDebugMode,
+    toggleDebugMode,
     loadInfoConfig,
     reloadInfoConfig
   }
diff --git a/web/src/views/AgentView.vue b/web/src/views/AgentView.vue
index dfb6450b..67e633fd 100644
--- a/web/src/views/AgentView.vue
+++ b/web/src/views/AgentView.vue
@@ -2,19 +2,19 @@
   <div class="agent-view">
     <div class="agent-view-header">
       <div class="header-left">
-      <div class="header-item">
-        <span class="brandname">{{ infoStore.branding?.title }}</span>
-      </div>
         <div class="header-item">
-          <a-button class="header-button" @click="openAgentModal">
-            <Bot size="18" stroke-width="1.75" />
-            选择：{{ selectedAgent?.name || '选择智能体' }}
-          </a-button>
+          <span class="brandname">{{ infoStore.branding?.title }}</span>
         </div>
       </div>
       <div class="header-center">
       </div>
       <div class="header-right">
+        <div class="header-item">
+          <a-button class="header-button" @click="openAgentModal">
+            <Bot size="18" stroke-width="1.75" />
+            切换智能体
+          </a-button>
+        </div>
         <div class="header-item">
           <a-button class="header-button" @click="toggleConf" :icon="h(SettingOutlined)"> 配置 </a-button>
         </div>
@@ -118,7 +118,6 @@ const {
   configurableItems,
 } = storeToRefs(agentStore);
 const state = reactive({
-  debug_mode: false,
   agentModalOpen: false,
   isConfigSidebarOpen: false,
   isEmptyConfig: computed(() =>
@@ -217,11 +216,6 @@ const goToAgentPage = () => {
   }
 };
 
-const toggleDebugMode = () => {
-  state.debug_mode = !state.debug_mode;
-  console.log("debug_mode", state.debug_mode);
-};
-
 const toggleConf = () => {
   state.isConfigSidebarOpen = !state.isConfigSidebarOpen
 }
@@ -240,7 +234,7 @@ const toggleConf = () => {
 .agent-view-header {
   height: var(--agent-view-header-height);
   background-color: var(--bg-sider);
-  border-bottom: 1px solid var(--gray-200);
+  border-bottom: 1px solid var(--gray-100);
   display: flex;
   justify-content: space-between;
   align-items: center;
@@ -260,7 +254,7 @@ const toggleConf = () => {
     gap: 10px;
 
     span.brandname {
-      font-size: 17px;
+      font-size: 18px;
       font-weight: 600;
       color: var(--text-primary);
       margin-right: 16px;
@@ -271,6 +265,7 @@ const toggleConf = () => {
       display: flex;
       align-items: center;
       gap: 6px;
+      border-color: var(--gray-100);
     }
   }
 }