diff --git a/web/src/i18n/en.ts b/web/src/i18n/en.ts
index 6b104bac..1f4871d0 100644
--- a/web/src/i18n/en.ts
+++ b/web/src/i18n/en.ts
@@ -2246,6 +2246,7 @@ Memory Bear: After the rebellion, regional warlordism intensified for several re
       context_details: 'Preference Details',
       supporting_evidence: 'Preference Source',
       specific_examples: 'Source',
+      wordEmpty: 'Click on a node in the left chart to view preference details'
     },
     shortTermDetail: {
       title: 'Short-term memory is the "workbench" of the AI system, connecting instant conversations with long-term knowledge bases. Through real-time capture, deep retrieval, intelligent extraction and filtering transformation, temporary unstructured information is converted into valuable long-term knowledge.',
diff --git a/web/src/i18n/zh.ts b/web/src/i18n/zh.ts
index 77fade44..32188ede 100644
--- a/web/src/i18n/zh.ts
+++ b/web/src/i18n/zh.ts
@@ -2345,6 +2345,7 @@ export const zh = {
       context_details: '偏好详情',
       supporting_evidence: '偏好来源',
       specific_examples: '来源',
+      wordEmpty: '点击左侧图表中的节点查看偏好详情'
     },
     shortTermDetail: {
       title: '短期记忆是AI系统的"工作台"，连接即时对话与长期知识库。通过实时捕获、深度检索、智能提取和筛选转化，将临时的非结构化信息转化为有价值的长期知识。',
diff --git a/web/src/utils/event.md b/web/src/utils/event.md
new file mode 100644
index 00000000..6c6b24d5
--- /dev/null
+++ b/web/src/utils/event.md
@@ -0,0 +1,198 @@
+event: workflow_start
+data: {"execution_id": "exec_ee8aa953bc1945fd", "workspace_id": "d17cd62d-a725-4fc0-813b-1093f2dfdee4", "timestamp": "2026-01-12T17:27:44.493693"}
+
+event: node_start
+data: {"node_id": "start_1767619616140_r7icy36oq", "conversation_id": "52ccf281-35a1-4ce1-b691-15d09d81d2ce", "execution_id": "exec_ee8aa953bc1945fd", "timestamp": "2026-01-12T09:27:44.500650+00:00"}
+
+event: node_end
+data: {"node_id": "start_1767619616140_r7icy36oq", "conversation_id": null, "execution_id": null, "timestamp": "2026-01-12T09:27:44.501772+00:00"}
+
+event: node_start
+data: {"node_id": "tool_1767667989240_zimikmfgm", "conversation_id": "52ccf281-35a1-4ce1-b691-15d09d81d2ce", "execution_id": "exec_ee8aa953bc1945fd", "timestamp": "2026-01-12T09:27:44.502310+00:00"}
+
+event: node_end
+data: {"node_id": "tool_1767667989240_zimikmfgm", "conversation_id": null, "execution_id": null, "timestamp": "2026-01-12T09:27:45.011357+00:00"}
+
+event: node_start
+data: {"node_id": "llm_1767620955373_9kda2cnuy", "conversation_id": "52ccf281-35a1-4ce1-b691-15d09d81d2ce", "execution_id": "exec_ee8aa953bc1945fd", "timestamp": "2026-01-12T09:27:45.011953+00:00"}
+
+event: message
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+
+event: message
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+
+event: message
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+
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+
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+
+event: message
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+
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+
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+
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+
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+
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+
+event: message
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+
+event: message
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+
+event: message
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+
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+
+event: message
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2026-01-10 \u6674 2026-01-11 \u6674 0\u2103\uff5e \u591a\u4e91 \u6674 2026-01-14 \u6674 \u6674 \u4e1c\u5317\u98ce\u8f6c\u897f\u5357\u98ce \u6674\u8f6c\u9634 ', 'web_extensions': {'images': None}, 'rerank_score': 1, 'authority_score': 0.5, 'markdown_text': ''}, {'id': 9, 'url': 'https://weather.cma.cn/web/weather/58457.html', 'title': '\u676d\u5dde', 'date': '2026-01-09 12:00:00', 'content': '\u676d\u5dde 2026/01/12 15:25\u66f4\u65b0 12.8 \u2103 1012hpa 25% 0mm \u897f\u5357\u98ce\u5fae\u98ce 7\u5929\u5929\u6c14\u9884\u62a5(2026/01/12 12:00\u53d1\u5e03) \u661f\u671f\u4e00 01/12 \u591a\u4e91 \u897f\u5357\u98ce \u5fae\u98ce 15\u2103 2\u2103 \u6674 \u897f\u5357\u98ce \u5fae\u98ce \u661f\u671f\u4e8c 01/13 \u6674 \u4e1c\u98ce \u5fae\u98ce 16\u2103 5\u2103 \u6674 \u897f\u5357\u98ce \u5fae\u98ce \u661f\u671f\u4e09 01/14 \u6674 \u897f\u5357\u98ce \u5fae\u98ce 21\u2103 6\u2103 \u6674 \u897f\u5357\u98ce \u5fae\u98ce \u661f\u671f\u56db 01/15 \u6674 \u4e1c\u5317\u98ce \u5fae\u98ce 20\u2103 8\u2103 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12\u670823\u65e5 \u9634\u8f6c\u5c0f\u96e8 7\u2103\uff5e16\u2103 \u65e5\u51fa06:52 \u65e5\u843d17:04 12\u670824\u65e5 \u4e2d\u96e8\u8f6c\u5c0f\u96e8', 'web_extensions': {'images': None}, 'rerank_score': 1, 'authority_score': 0.5, 'markdown_text': ''}]} ", "chunk_index": 1, "is_prefix": null, "is_suffix": true}
+
+event: node_end
+data: {"node_id": "end_1767619619942_unxlhspyr", "conversation_id": null, "execution_id": null, "timestamp": "2026-01-12T09:27:53.026022+00:00"}
+
+event: workflow_end
+data: {"execution_id": "exec_ee8aa953bc1945fd", "status": "completed", "elapsed_time": 8.532952, "timestamp": "2026-01-12T17:27:53.026645"}
+
diff --git a/web/src/utils/stream.ts b/web/src/utils/stream.ts
index 3ef1db39..abaaca2d 100644
--- a/web/src/utils/stream.ts
+++ b/web/src/utils/stream.ts
@@ -23,10 +23,20 @@ export function parseSSEToJSON(sseString: string) {
         currentEvent.event = line.substring(6).trim()
       } else if (line.startsWith('data:')) {
         const dataStr = line.substring(5).trim()
-        try {
-          currentEvent.data = JSON.parse(dataStr.replace(/"/g, '"'))
-        } catch {
-          currentEvent.data = dataStr
+        if (dataStr) {
+          try {
+            // 尝试解析为 JSON
+            currentEvent.data = JSON.parse(dataStr)
+          } catch {
+            // JSON 解析失败时，检查是否是被转义的 JSON 字符串
+            try {
+              const unescaped = dataStr.replace(/&quot;/g, '"').replace(/&amp;/g, '&')
+              currentEvent.data = JSON.parse(unescaped)
+            } catch {
+              // 如果仍然失败，保存为原始字符串
+              currentEvent.data = dataStr
+            }
+          }
         }
       }
     }
diff --git a/web/src/views/UserMemoryDetail/components/ExplicitDetailModal.tsx b/web/src/views/UserMemoryDetail/components/ExplicitDetailModal.tsx
index 05d0597f..e79bb7a1 100644
--- a/web/src/views/UserMemoryDetail/components/ExplicitDetailModal.tsx
+++ b/web/src/views/UserMemoryDetail/components/ExplicitDetailModal.tsx
@@ -72,7 +72,7 @@ const ExplicitDetailModal = forwardRef<ExplicitDetailModalRef>((_props, ref) =>
       onCancel={handleClose}
     >
       {loading ? <Skeleton active />
-        : <Descriptions column={data.memory_type === 'semantic' ? 1 : 2} classNames={{ label: 'rb:w-20' }}>
+        : <Descriptions column={1} classNames={{ label: 'rb:w-20' }}>
           {data.emotion && <Descriptions.Item label={t('explicitDetail.emotion')}>
             <div className="rb:flex rb:items-center rb:gap-2">
               <div className="rb:w-3 rb:h-3 rb:rounded-full" style={{ backgroundColor: getEmotionColor(data.emotion) }}></div>
@@ -88,7 +88,7 @@ const ExplicitDetailModal = forwardRef<ExplicitDetailModalRef>((_props, ref) =>
           {data.created_at && <Descriptions.Item label={t('explicitDetail.created_at')}>
             {formatDateTime(data.created_at)}
           </Descriptions.Item>}
-          {data.content && <Descriptions.Item span="filled" label={t('explicitDetail.content')}>
+          {data.content && <Descriptions.Item label={t('explicitDetail.content')}>
             {data.content}
           </Descriptions.Item>}
         </Descriptions>
diff --git a/web/src/views/UserMemoryDetail/components/Preferences.tsx b/web/src/views/UserMemoryDetail/components/Preferences.tsx
index b47c2ae4..0644197f 100644
--- a/web/src/views/UserMemoryDetail/components/Preferences.tsx
+++ b/web/src/views/UserMemoryDetail/components/Preferences.tsx
@@ -8,6 +8,7 @@ import 'echarts-wordcloud'
 import Empty from '@/components/Empty'
 import RbCard from '@/components/RbCard/Card'
 import { getImplicitPreferences } from '@/api/memory'
+import detailEmpty from '@/assets/images/userMemory/detail_empty.png'
 
 interface PreferenceItem {
   tag_name: string;
@@ -164,7 +165,12 @@ const Preferences: FC = () => {
             bodyClassName='rb:p-3! rb:h-[326px]'
           >
             {selectedWord === null
-              ? <Empty size={88} className="rb:h-full!" />
+              ? <Empty
+                url={detailEmpty}
+                subTitle={t('implicitDetail.wordEmpty')}
+                className="rb:h-full rb:mx-10 rb:text-center"
+                size={[197.81, 150]}
+              />
               : <>
                 <div className="rb:leading-5 rb:mb-1 rb:font-medium">{t('implicitDetail.context_details')}</div>
                 <div className="rb:text-[#5B6167] rb:leading-5 rb:font-regular">{data[selectedWord].context_details}</div>
diff --git a/web/src/views/UserMemoryDetail/pages/EpisodicDetail.tsx b/web/src/views/UserMemoryDetail/pages/EpisodicDetail.tsx
index 2940347d..af6bc76c 100644
--- a/web/src/views/UserMemoryDetail/pages/EpisodicDetail.tsx
+++ b/web/src/views/UserMemoryDetail/pages/EpisodicDetail.tsx
@@ -39,6 +39,7 @@ const TAG_COLORS: Record<string, "processing" | "success" | "warning" | "error"
   learning: "warning",
   decision: "warning",
   important_event: "error",
+  default: 'default'
 }
 const BG_COLORS: Record<string, string> = {
   conversation: "rb:bg-[#155EEF]",
@@ -46,10 +47,12 @@ const BG_COLORS: Record<string, string> = {
   learning: "rb:bg-[#FF5D34]",
   decision: "rb:bg-[#FF5D34]",
   important_event: "rb:bg-[#5B6167]",
+  default: 'rb:bg-[#F0F3F8] rb:text-[#5B6167]!'
 }
 
 // Map display types to internal keys
 const getTypeKey = (type: string): string => {
+  if (!type) return 'default'
   const typeMap: Record<string, string> = {
     'Learning': 'learning',
     'Project/Work': 'project_work',
@@ -176,6 +179,7 @@ const EpisodicDetail: FC = () => {
           <RbCard
             title={<>{t('episodicDetail.curResult')}<span className="rb:text-[#5B6167] rb:font-regular!"> ({data.total || 0}{t('episodicDetail.unix')})</span></>}
             headerType="borderless"
+            bodyClassName="rb:h-[calc(100vh-349px)] rb:overflow-y-auto"
           >
             {loading
               ? <Skeleton active />
@@ -192,9 +196,12 @@ const EpisodicDetail: FC = () => {
                         })}
                         onClick={() => setSelected(vo)}
                       >
-                        <div className={clsx("rb:bg-[#369F21] rb:rounded-lg rb:text-[#FFFFFF] rb:size-6 rb:text-[12px] rb:leading-6 rb:text-center rb:mr-3", BG_COLORS[getTypeKey(vo.type)])}>{index + 1}</div>
-                        <div className="rb:flex-1">
-                          <div className="rb:flex rb:items-center rb:justify-between">{vo.title} <Tag color={TAG_COLORS[getTypeKey(vo.type)]}>{t(`episodicDetail.${getTypeKey(vo.type)}`)}</Tag></div>
+                        <div className={clsx("rb:rounded-lg rb:text-[#FFFFFF] rb:size-6 rb:text-[12px] rb:leading-6 rb:text-center rb:mr-3", BG_COLORS[getTypeKey(vo.type)])}>{index + 1}</div>
+                        <div className="rb:flex-1 rb:w-[calc(100%-36px)]">
+                          <div className="rb:flex rb:items-center rb:justify-between">
+                            <div className="rb:text-ellipsis rb:overflow-hidden rb:whitespace-nowrap rb:flex-1">{vo.title}</div>
+                            {vo.type && <Tag color={TAG_COLORS[getTypeKey(vo.type)]}>{t(`episodicDetail.${getTypeKey(vo.type)}`)}</Tag>}
+                          </div>
                           <div className="rb:text-[#5B6167] rb:text-[12px]">{formatDateTime(vo.created_at)}</div>
                         </div>
                       </div>
@@ -202,13 +209,13 @@ const EpisodicDetail: FC = () => {
                   </Space>
                 )
             }
-
           </RbCard>
         </Col>
         <Col span={16}>
           <RbCard
             title={selected?.title}
             headerType="borderless"
+            bodyClassName="rb:h-[calc(100vh-349px)] rb:overflow-y-auto"
           >
             {detailLoading
               ? <Skeleton active />
diff --git a/web/src/views/UserMemoryDetail/pages/ExplicitDetail.tsx b/web/src/views/UserMemoryDetail/pages/ExplicitDetail.tsx
index 286e71be..6d2f244d 100644
--- a/web/src/views/UserMemoryDetail/pages/ExplicitDetail.tsx
+++ b/web/src/views/UserMemoryDetail/pages/ExplicitDetail.tsx
@@ -1,7 +1,7 @@
 import { type FC, useEffect, useState, useRef } from 'react'
 import { useTranslation } from 'react-i18next'
 import { useParams } from 'react-router-dom'
-import { List, Skeleton, Row, Col } from 'antd'
+import { Skeleton, Row, Col } from 'antd'
 import RbCard from '@/components/RbCard/Card'
 import {
   getExplicitMemory,
@@ -65,7 +65,7 @@ const ExplicitDetail: FC = () => {
       {loading ?
         <Skeleton active />
         : data.episodic_memories?.length > 0 ? (
-          <Row gutter={16}>
+          <Row gutter={[16, 16]}>
             {data.episodic_memories.map(item => (
               <Col key={item.id} span={6}>
                 <RbCard
@@ -85,7 +85,7 @@ const ExplicitDetail: FC = () => {
       {loading ?
         <Skeleton active />
         : data.semantic_memories?.length > 0 ? (
-          <Row gutter={16}>
+          <Row gutter={[16, 16]}>
             {data.semantic_memories.map(item => (
               <Col key={item.id} span={6}>
                 <RbCard
diff --git a/web/src/views/UserMemoryDetail/pages/WorkingDetail.tsx b/web/src/views/UserMemoryDetail/pages/WorkingDetail.tsx
index 3093d1ae..7ba7c414 100644
--- a/web/src/views/UserMemoryDetail/pages/WorkingDetail.tsx
+++ b/web/src/views/UserMemoryDetail/pages/WorkingDetail.tsx
@@ -113,7 +113,7 @@ const WorkingDetail: FC = () => {
                     <div className={clsx("rb:p-[8px_13px] rb:rounded-lg rb:leading-5 rb:cursor-pointer rb:hover:bg-[#F0F3F8]", {
                       'rb:bg-[#FFFFFF] rb:shadow-[0px_2px_4px_0px_rgba(0,0,0,0.15)] rb:font-medium rb:hover:bg-[#FFFFFF]!': item.id === selected?.id,
                     })}
-                      onClick={() => getDetail(item.id)}
+                      onClick={() => setSelected(item)}
                     >
                       {item.title}
                     </div>
diff --git a/web/src/views/UserMemoryDetail/pages/index.tsx b/web/src/views/UserMemoryDetail/pages/index.tsx
index e734fd44..d29a8fad 100644
--- a/web/src/views/UserMemoryDetail/pages/index.tsx
+++ b/web/src/views/UserMemoryDetail/pages/index.tsx
@@ -62,10 +62,10 @@ const Detail: FC = () => {
         {type === 'FORGETTING_MANAGEMENT' && <ForgetDetail />}
         {type === 'IMPLICIT_MEMORY' && <ImplicitDetail />}
         {type === 'SHORT_TERM_MEMORY' && <ShortTermDetail />}
-        {type === 'PERCEPTUAL_MEMORY' && <PerceptualDetail />} {/** TODO */}
+        {type === 'PERCEPTUAL_MEMORY' && <PerceptualDetail />}
         {type === 'EPISODIC_MEMORY' && <EpisodicDetail />}
-        {type === 'WORKING_MEMORY' && <WorkingDetail />} {/** TODO */}
-        {type === 'EXPLICIT_MEMORY' && <ExplicitDetail />} {/** TODO */}
+        {type === 'WORKING_MEMORY' && <WorkingDetail />}
+        {type === 'EXPLICIT_MEMORY' && <ExplicitDetail />}
       </div>
     </div>
   )