feat(web): memory manage & memory detail ui upgrade

web/src/views/MemoryExtractionEngine/components/Card.tsx

@@ -1,8 +1,8 @@
 /*
  * @Author: ZhaoYing 
  * @Date: 2026-02-03 17:30:51 
- * @Last Modified by:   ZhaoYing 
- * @Last Modified time: 2026-02-03 17:30:51 
+ * @Last Modified by: ZhaoYing
+ * @Last Modified time: 2026-03-19 14:06:38
  */
 /**
  * Card Component
@@ -10,11 +10,10 @@
  */
 
 import { type FC, type ReactNode } from 'react'
-import { useTranslation } from 'react-i18next'
 import clsx from 'clsx';
+import { Flex, Space, Tooltip } from 'antd';
 
 import RbCard from '@/components/RbCard/Card'
-import down from '@/assets/images/userMemory/down.svg'
 
 /**
  * Component props
@@ -29,6 +28,7 @@ interface CardProps {
   className?: string;
   headerClassName?: string;
   bodyClassName?: string;
+  extra?: ReactNode;
 }
 
 const Card: FC<CardProps> = ({
@@ -41,27 +41,33 @@ const Card: FC<CardProps> = ({
   className,
   headerClassName,
   bodyClassName,
+  extra,
 }) => {
-  const { t } = useTranslation()
   return (
     <RbCard
-      title={title}
-      subTitle={subTitle}
-      headerType="borderless"
-      extra={type && handleExpand && (
-        <div 
-          className="rb:flex rb:items-center rb:text-[14px] rb:text-[#5B6167] rb:cursor-pointer rb:font-regular rb:leading-5" 
-          onClick={() => handleExpand(type)}
-        >
-          {expanded ? t('common.foldUp') : t('common.expanded')}
-          <img src={down} className={clsx("rb:w-4 rb:h-4 rb:ml-1", {
+      title={() => <Flex
+        align="center"
+        justify="space-between"
+        className="rb:font-[MiSans-Bold] rb:font-bold rb:cursor-pointer"
+        onClick={type && handleExpand ? () => handleExpand(type) : undefined}
+      >
+        <Space size={4}>
+          {title}
+          {subTitle && <Tooltip title={subTitle}>
+            <div className="rb:size-4 rb:bg-cover rb:bg-[url('@/assets/images/common/question.svg')]"></div>
+          </Tooltip>}
+        </Space>
+        {handleExpand && <div
+          className={clsx("rb:size-4 rb:bg-cover rb:bg-[url('@/assets/images/common/arrow_up.svg')]", {
             'rb:rotate-180': !expanded,
-          })} />
-        </div>
-      )}
+          })}
+        ></div>}
+      </Flex>}
+      headerType="borderless"
       className={className}
-      headerClassName={headerClassName}
-      bodyClassName={bodyClassName}
+      headerClassName={`rb:h-[50px]! rb:pb-[12px]! rb:pt-[16px]! rb:leading-[22px]! rb:font-[MiSans-Bold] rb:font-bold rb:text-[16px] ${headerClassName}`}
+      bodyClassName={`rb:px-3! rb:py-0! ${expanded ? 'rb:pb-3!' : 'rb:pb-0!'} ${bodyClassName}`}
+      extra={extra}
     >
       {(expanded || !(type && handleExpand)) && children}
     </RbCard>

web/src/views/MemoryExtractionEngine/components/Result.tsx

@@ -2,7 +2,7 @@
  * @Author: ZhaoYing 
  * @Date: 2026-02-03 17:30:11 
  * @Last Modified by: ZhaoYing
- * @Last Modified time: 2026-03-02 11:41:12
+ * @Last Modified time: 2026-03-19 14:22:20
  */
 /**
  * Result Component
@@ -13,13 +13,13 @@
 import { type FC, useState } from 'react'
 import { useParams } from 'react-router-dom'
 import { useTranslation } from 'react-i18next'
-import { Space, Button, Progress, Form, Input } from 'antd'
-import { ExclamationCircleFilled, CheckCircleFilled, ClockCircleOutlined, LoadingOutlined } from '@ant-design/icons'
+import { Space, Button, Progress, Form, Input, Flex } from 'antd'
+import { ExclamationCircleFilled, LoadingOutlined } from '@ant-design/icons'
 import clsx from 'clsx'
+import ResultCard from './ResultCard'
 import type { AnyObject } from 'antd/es/_util/type';
 
 import Card from './Card'
-import RbCard from '@/components/RbCard/Card'
 import RbAlert from '@/components/RbAlert'
 import type { TestResult, OntologyCoverage } from '../types'
 import { pilotRunMemoryExtractionConfig } from '@/api/memory'
@@ -27,6 +27,8 @@ import { type SSEMessage } from '@/utils/stream'
 import Tag, { type TagProps } from '@/components/Tag'
 import Markdown from '@/components/Markdown'
 import { groupDataByType } from '../constant'
+import Empty from '@/components/Empty'
+import NoDataIcon from '@/assets/images/empty/noData.png'
 
 /** Result metric mapping */
 const resultObj = {
@@ -56,7 +58,7 @@ interface ModuleItem {
 const tagColors: {
   [key: string]:  TagProps['color']
 } = {
-  pending: 'default',
+  pending: 'warning',
   processing: 'processing',
   completed: 'success',
   failed: 'error'
@@ -67,29 +69,55 @@ const initObj = {
   status: 'pending',
   result: null
 }
+const initialExpanded = {
+  text_preprocessing: false,
+  knowledge_extraction: false,
+  creating_nodes_edges: false,
+  deduplication: false,
+  dataStatistics: false,
+  entityDeduplicationImpact: false,
+  disambiguation: false,
+  coreEntities: false,
+  triplet_samples: false,
+  ontologyCoverage: false,
+}
 
 const Result: FC<ResultProps> = ({ loading, handleSave }) => {
   const { t } = useTranslation();
   const { id } = useParams()
   const [runLoading, setRunLoading] = useState(false)
+  const [activeTab, setActiveTab] = useState('processData')
   const [testResult, setTestResult] = useState<TestResult>({} as TestResult)
-
+  const [coreEntitiesTab, setCoreEntitiesTab] = useState<string | null>(null) 
   const [textPreprocessing, setTextPreprocessing] = useState<ModuleItem>(initObj as ModuleItem)
+  const [textPreprocessingTab, setTextPreprocessingTab] = useState('chunking')
   const [knowledgeExtraction, setKnowledgeExtraction] = useState<ModuleItem>(initObj as ModuleItem)
   const [creatingNodesEdges, setCreatingNodesEdges] = useState<ModuleItem>(initObj as ModuleItem)
   const [deduplication, setDeduplication] = useState<ModuleItem>(initObj as ModuleItem)
   const [ontologyCoverage, setOntologyCoverage] = useState<OntologyCoverage>({} as OntologyCoverage)
 
+  const [expandedCards, setExpandedCards] = useState<Record<string, boolean>>(initialExpanded)
+  const toggleCard = (key: string) => {
+    console.log('toggleCard', key)
+    setExpandedCards(prev => ({ ...prev, [key]: !prev[key] }))
+  }
+  console.log('expandedCards', expandedCards)
+
   const [runForm] = Form.useForm()
+  const customText = Form.useWatch(['custom_text'], runForm)
 
   /** Run pilot test */
   const handleRun = () => {
     if(!id) return
+    setActiveTab('processData')
+    setCoreEntitiesTab(null)
     setTextPreprocessing({...initObj} as ModuleItem)
+    setTextPreprocessingTab('chunking')
     setKnowledgeExtraction({...initObj} as ModuleItem)
     setCreatingNodesEdges({...initObj} as ModuleItem)
     setDeduplication({...initObj} as ModuleItem)
     setTestResult({} as TestResult)
+    setExpandedCards(initialExpanded)
     const handleStreamMessage = (list: SSEMessage[]) => {
 
       list.forEach((data: AnyObject) => {
@@ -100,6 +128,7 @@ const Result: FC<ResultProps> = ({ loading, handleSave }) => {
               status: 'processing',
               start_at: data.data.time
             }))
+            toggleCard('text_preprocessing')
             break
           case 'text_preprocessing_result': // Text preprocessing in progress
             setTextPreprocessing(prev => ({
@@ -121,6 +150,7 @@ const Result: FC<ResultProps> = ({ loading, handleSave }) => {
               status: 'processing',
               start_at: data.data.time
             }))
+            toggleCard('knowledge_extraction')
             break
           case 'knowledge_extraction_result': // Knowledge extraction in progress
             setKnowledgeExtraction(prev => ({
@@ -142,6 +172,7 @@ const Result: FC<ResultProps> = ({ loading, handleSave }) => {
               status: 'processing',
               start_at: data.data.time
             }))
+            toggleCard('creating_nodes_edges')
             break
           case 'creating_nodes_edges_result': // Creating nodes and edges in progress
             setCreatingNodesEdges(prev => ({
@@ -163,6 +194,7 @@ const Result: FC<ResultProps> = ({ loading, handleSave }) => {
               status: 'processing',
               start_at: data.data.time
             }))
+            toggleCard('deduplication')
             break
           case 'dedup_disambiguation_result': // Deduplication and disambiguation in progress
             setDeduplication(prev => ({
@@ -183,6 +215,15 @@ const Result: FC<ResultProps> = ({ loading, handleSave }) => {
           case 'result': // Result
             setTestResult(data.data?.extracted_result)
             setOntologyCoverage(data.data?.ontology_coverage)
+            setExpandedCards(prev => ({
+              ...prev,
+              dataStatistics: true,
+              entityDeduplicationImpact: true,
+              disambiguation: true,
+              coreEntities: true,
+              triplet_samples: true,
+              ontologyCoverage: true,
+            }))
             break
         }
       })
@@ -203,9 +244,10 @@ const Result: FC<ResultProps> = ({ loading, handleSave }) => {
   /** Format status tag */
   const formatTag = (status: string) => {
     return (
-      <Tag color={tagColors[status]}>
-        {status === 'pending' && <ClockCircleOutlined className="rb:mr-1" />}
+      <Tag color={tagColors[status]} className="rb:flex! rb:items-center rb:gap-1 rb:bg-white! rb:border-white!">
+        {status === 'pending' && <div className="rb:size-4 rb:bg-cover rb:bg-[url('@/assets/images/memory/clock_orange.svg')]"></div>}
         {status === 'processing' && <LoadingOutlined spin className="rb:mr-1" />}
+        {status === 'completed' && <div className="rb:size-4 rb:bg-cover rb:bg-[url('@/assets/images/common/check_green.svg')]"></div>}
         {t(`memoryExtractionEngine.status.${status}`)}
       </Tag>
     )
@@ -213,294 +255,411 @@ const Result: FC<ResultProps> = ({ loading, handleSave }) => {
   /** Format processing time */
   const formatTime = (data: ModuleItem, color?: string) => {
     if (typeof data.end_at === 'number' && typeof data.start_at === 'number') {
-      return <div className={`rb:mt-3 rb:text-[${color ?? '#155EEF'}]`}>{t('memoryExtractionEngine.time')}{data.end_at - data.start_at}ms</div>
+      return <div className={`rb:text-[${color ?? '#155EEF'}] rb:mb-0.5`}>{t('memoryExtractionEngine.time')}{data.end_at - data.start_at}ms</div>
     }
     return null
   }
   /** Convert first character to lowercase */
   const lowercaseFirst = (str: string) => str.charAt(0).toLowerCase() + str.slice(1)
+
   return (
     <Card
       title={t('memoryExtractionEngine.exampleMemoryExtractionResults')}
       subTitle={t('memoryExtractionEngine.exampleMemoryExtractionResultsSubTitle')}
-      className="rb:min-h-[calc(100vh-330px)]!"
       headerClassName="rb:pb-0! rb:pt-4!"
-      bodyClassName="rb:min-h-[calc(100vh-388px)] rb:p-[16px_20px]!"
+      bodyClassName="rb:h-[calc(100vh-163px)]! rb:overflow-y-auto rb:p-[16px_20px]!"
+      extra={<Space size={8}>
+        <Button
+          icon={<div className="rb:size-3.5 rb:bg-cover rb:bg-[url('@/assets/images/common/save.svg')]"></div>}
+          loading={loading}
+          onClick={handleSave}
+        >{t('common.save')}</Button>
+        <Button
+          type="primary"
+          icon={<div className="rb:size-3.5 rb:bg-cover rb:bg-[url('@/assets/images/memory/debug.svg')]"></div>}
+          loading={runLoading}
+          onClick={handleRun}
+        >{t('memoryExtractionEngine.debug')}</Button>
+      </Space>}
     >
-      <Form form={runForm} layout="vertical">
+      {/* <RbAlert color="orange" icon={<ExclamationCircleFilled />} className="rb:mb-3!">
+        {t('memoryExtractionEngine.warning')}
+      </RbAlert> */}
+      <Form form={runForm} layout="vertical" className="rb:bg-[#F6F6F6]! rb:rounded-xl rb:py-2! rb:mb-4!">
+        <Flex align="center" justify="space-between" className="rb:px-3! rb:mb-2!">
+          <div className="rb:text-[#212332] rb:font-medium rb:leading-5">{t('memoryExtractionEngine.custom_text')}</div>
+          <div className="rb:text-[12px] rb:text-[#5B6167] rb:leading-4.5">{customText?.length || 0}</div>
+        </Flex>
         <Form.Item
           name="custom_text"
           label={t('memoryExtractionEngine.custom_text')}
+          noStyle
         >
-          <Input.TextArea placeholder={t('common.pleaseEnter')} />
+          <Input.TextArea placeholder={t('common.pleaseEnter')} variant="borderless" />
         </Form.Item>
       </Form>
-      <div className="rb:min-h-[calc(100vh-480px)] rb:overflow-y-auto">
-        {runLoading
-          ? <>
-            <RbAlert color="blue" icon={<ExclamationCircleFilled />} className="rb:mb-3.5">
+
+      {runLoading
+        ? <>
+          <RbAlert color="blue">
+            <div className="rb:w-full">
               {t('memoryExtractionEngine.processing')}
-            </RbAlert>
-            {/* Overall Progress */}
-            <div className="rb:mb-2">
-              <div className="rb:flex rb:items-center rb:justify-between rb:text-[12px] rb:leading-4 rb:font-regular">
-                {t('memoryExtractionEngine.overallProgress')}
-                <span className="rb:text-[#155eef]">{`${completedNum}/4`}</span>
-              </div>
-              <Progress percent={completedNum * 100/4} showInfo={false} />
+
+              {/* Overall Progress */}
+              <Flex gap={13} align="center">
+                <Progress percent={completedNum * 100 / 4} showInfo={false} className="rb:flex-1!" />
+                <div className="rb:text-[12px] rb:leading-4 rb:font-regular">
+                  {t('memoryExtractionEngine.overallProgress')}{`${(completedNum*100/4).toFixed(0)}%`}
+                </div>
+              </Flex>
             </div>
-          </>
-          : !testResult || Object.keys(testResult).length === 0
-            ? <RbAlert color="orange" icon={<ExclamationCircleFilled />} className="rb:mb-3.5">
-              {t('memoryExtractionEngine.warning')}
-            </RbAlert>
-            : <RbAlert color="green" icon={<ExclamationCircleFilled />} className="rb:mb-3.5">
-              {t('memoryExtractionEngine.success')}
-            </RbAlert>
-        }
-        <Space size={16} direction="vertical" style={{ width: '100%' }}>
-          {/* Text Preprocessing */}
-          <RbCard
-            title={t(`memoryExtractionEngine.text_preprocessing`)}
-            extra={formatTag(textPreprocessing.status)}
-            headerType="borderL"
-            headerClassName="rb:before:bg-[#155EEF]!"
-          >
-            {textPreprocessing.data.map((vo, index) => {
-              if (vo.deleted_messages) {
-                return <div key={index} className="rb:mb-3 rb:pb-1 rb:border-b rb:border-b-[#EBEBEB]">
-                  <div className="rb:font-medium rb:text-[12px] rb:mb-2">{t('memoryExtractionEngine.Pruned')}</div>
-                  {vo.deleted_messages.map((msg: any, idx: number) => (
-                    <div key={idx} className="rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">
-                      <Markdown content={'-' + t('memoryExtractionEngine.pruning') + (idx + 1) + ': ' + msg.content} />
-                    </div>
-                  ))}
-                </div>
-              }
-              return (
-                <div key={index} className="rb:mb-3 rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">
-                  <Markdown content={'-' + t('memoryExtractionEngine.fragment') + vo.chunk_index + ': ' + (vo.content.startsWith('\n') ? vo.content : '\n' + vo.content)} />
-                </div>
-              )
+          </RbAlert>
+        </>
+        : !testResult || Object.keys(testResult).length === 0
+        ? <RbAlert color="orange" icon={<ExclamationCircleFilled />}>
+          {t('memoryExtractionEngine.warning')}
+        </RbAlert>
+        : <RbAlert color="green" icon={<div className="rb:size-4 rb:bg-cover rb:bg-[url('@/assets/images/common/check_green.svg')]"></div>}>
+          {t('memoryExtractionEngine.success')}
+        </RbAlert>
+      }
+
+      <Space size={24} className="rb:mt-4! rb:mb-3!">
+        {['processData', 'finalResult'].map(tab => (
+          <div
+            className={clsx('rb:font-[MiSans-Bold] rb:font-bold rb:leading-5 rb:cursor-pointer', {
+              'rb:text-[#212332]': activeTab === tab,
+              'rb:text-[#A8A9AA]': activeTab !== tab,
             })}
-            {formatTime(textPreprocessing)}
-            {textPreprocessing.result &&
-              <RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
+            onClick={() => setActiveTab(tab)}
+          >{t(`memoryExtractionEngine.${tab}`)}</div>
+        ))}
+      </Space>
+
+      {activeTab === 'processData' && <Flex vertical gap={12} className="rb:pb-3!">
+        {/* Text Preprocessing */}
+        <ResultCard
+          title={t(`memoryExtractionEngine.text_preprocessing`)}
+          extra={formatTag(textPreprocessing.status)}
+          expanded={expandedCards['text_preprocessing']}
+          handleExpand={() => toggleCard('text_preprocessing')}
+        >
+          {expandedCards['text_preprocessing'] && textPreprocessing.data?.length > 0 &&
+            <Space size={10} className="rb:px-1! rb:mb-3!">
+              {(['chunking', ...(textPreprocessing.data.some(vo => vo.deleted_messages) ? ['pruning'] : [])] as string[]).map(type => (
+                <div
+                  key={type}
+                  className={clsx("rb:rounded-[13px] rb:py-0.5 rb:px-3 rb:leading-5 rb:cursor-pointer", {
+                    'rb:bg-white': textPreprocessingTab !== type,
+                    'rb:bg-[#171719] rb:text-white': textPreprocessingTab === type
+                  })}
+                  onClick={() => setTextPreprocessingTab(type)}
+                >
+                  {t(`memoryExtractionEngine.${type}`)}
+                </div>
+              ))}
+            </Space>
+          }
+          {expandedCards['text_preprocessing'] && textPreprocessing.result &&
+            <RbAlert color="blue" className="rb:mb-2!">
+              <div>
+                <div>{formatTime(textPreprocessing)}</div>
                 {t('memoryExtractionEngine.pruning_desc', { count: textPreprocessing.result.pruning.deleted_count || 0 })},
                 {t('memoryExtractionEngine.text_preprocessing_desc', { count: textPreprocessing.result.total_chunks })},
                 {t('memoryExtractionEngine.chunkerStrategy')}: {t(`memoryExtractionEngine.${lowercaseFirst(textPreprocessing.result.chunker_strategy)}`)}
-              </RbAlert>
-            }
-          </RbCard>
-          {/* Knowledge Extraction */}
-          <RbCard
-            title={t(`memoryExtractionEngine.knowledge_extraction`)}
-            extra={formatTag(knowledgeExtraction.status)}
-            headerType="borderL"
-            headerClassName="rb:before:bg-[#155EEF]!"
-          >
-            {knowledgeExtraction.data.map((vo, index) =>
-              <div key={index} className="rb:mb-3 rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">{vo.statement}</div>
-            )}
-            {formatTime(knowledgeExtraction)}
-            {knowledgeExtraction.result && <RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
-              {t('memoryExtractionEngine.knowledge_extraction_desc', {
-                entities: knowledgeExtraction.result.entities_count,
-                statements: knowledgeExtraction.result.statements_count,
-                temporal_ranges_count: knowledgeExtraction.result.temporal_ranges_count,
-                triplets: knowledgeExtraction.result.triplets_count
-              })}
-            </RbAlert>}
-          </RbCard>
-          {/* Creating Entity Relationships */}
-          <RbCard
-            title={t(`memoryExtractionEngine.creating_nodes_edges`)}
-            extra={formatTag(creatingNodesEdges.status)}
-            headerType="borderL"
-            headerClassName="rb:before:bg-[#9C6FFF]!"
-          >
-            {creatingNodesEdges.data?.map((vo, index) => (
-              <div key={index} className="rb:mb-3 rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">
-                {vo?.result_type === 'entity_nodes_creation'
-                  ? <>{vo.type_display_name}: {vo.entity_names.join(', ')}</>
-                  : <>{vo?.relationship_text}</>
-                }
               </div>
-            ))}
-            {formatTime(creatingNodesEdges, '#9C6FFF')}
-            {creatingNodesEdges.result && <RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
-              {t('memoryExtractionEngine.creating_nodes_edges_desc', {num: creatingNodesEdges.result.entity_entity_edges_count})}
-            </RbAlert>}
-          </RbCard>
-          {/* Deduplication and Disambiguation */}
-          <RbCard
-            title={t(`memoryExtractionEngine.deduplication`)}
-            extra={formatTag(deduplication.status)}
-            headerType="borderL"
-            headerClassName="rb:before:bg-[#9C6FFF]!"
-          >
-            {Object.keys(deduplicationData).length > 0 && Object.keys(deduplicationData).map(key => {
-              return deduplicationData[key].map((vo, index) => (
-                <div key={index} className="rb:mb-3 rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">
-                  {vo.message}
-                </div>
-              ))
-            })}
-            {formatTime(deduplication, '#9C6FFF')}
-            {deduplication.result && <RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
-              {t('memoryExtractionEngine.deduplication_desc', { count: deduplication.result.summary.total_merges })}<br />
-            </RbAlert>}
-          </RbCard>
-
-          {testResult && Object.keys(testResult).length > 0 && resultObj && Object.keys(resultObj).length > 0 &&
-            <RbCard>
-              <div className="rb:grid rb:grid-cols-2 rb:gap-[40px_57px]">
-                {Object.keys(resultObj).map((key, index) => {
-                  const keys = (resultObj as Record<string, string>)[key].split('.')
-                  return (
-                    <div key={index}>
-                      <div className="rb:text-[24px] rb:leading-7.5 rb:font-extrabold">{(testResult?.[keys[0] as keyof TestResult] as any)?.[keys[1]]}</div>
-                      <div className="rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">{t(`memoryExtractionEngine.${key}`)}</div>
-                      <div className="rb:mt-1 rb:text-[12px] rb:text-[#369F21] rb:leading-3.5 rb:font-regular">
-                        {key === 'extractTheNumberOfEntities' && testResult.dedup
-                          ? t(`memoryExtractionEngine.${key}Desc`, {
-                            num: testResult.dedup.total_merged_count,
-                            exact: testResult.dedup.breakdown.exact,
-                            fuzzy: testResult.dedup.breakdown.fuzzy,
-                            llm: testResult.dedup.breakdown.llm,
-                          })
-                          : key === 'numberOfEntityDisambiguation' && testResult.disambiguation
-                            ? t(`memoryExtractionEngine.${key}Desc`, { num: testResult.disambiguation.effects?.length, block_count: testResult.disambiguation.block_count })
-                            : key === 'numberOfRelationalTriples' && testResult.triplets
-                              ? t(`memoryExtractionEngine.${key}Desc`, { num: testResult.triplets.count })
-                              :t(`memoryExtractionEngine.${key}Desc`)
-                        }
-                      </div>
-                    </div>
-                  )})}
-              </div>
-            </RbCard>
+            </RbAlert>
           }
-
-          {testResult?.dedup?.impact && testResult.dedup.impact?.length > 0 &&
-            <RbCard
-              title={t('memoryExtractionEngine.entityDeduplicationImpact')}
-              headerType="borderL"
-              headerClassName="rb:before:bg-[#155EEF]!"
-            >
-              <div className="rb:text-[12px] rb:text-[#5B6167] rb:font-medium rb:leading-4">{t('memoryExtractionEngine.identifyDuplicates')}</div>
-              {testResult.dedup.impact.map((item, index) => (
-                <div key={index} className="rb:pl-2 rb:mt-2 rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-4">
-                  -{t('memoryExtractionEngine.identifyDuplicatesDesc', { ...item })}
+          {expandedCards['text_preprocessing'] && textPreprocessing.data.map((vo, index) => {
+            if (vo.deleted_messages && textPreprocessingTab === 'pruning') {
+              return <div key={index} className="rb:mb-3 rb:pb-1 rb:border-b rb:border-b-[#EBEBEB]">
+                <div className="rb:font-medium rb:text-[12px] rb:mb-2">{t('memoryExtractionEngine.Pruned')}</div>
+                {vo.deleted_messages.map((msg: any, idx: number) => (
+                  <div key={idx} className="rb:leading-5">
+                    <div className="rb:font-medium">-{t('memoryExtractionEngine.pruning')}{idx}:</div>
+                    <Markdown content={msg.content} />
+                  </div>
+                ))}
+              </div>
+            }
+            if (textPreprocessingTab === 'chunking') {
+              return (
+                <div key={index} className="rb:leading-5">
+                  <div className="rb:font-medium">-{t('memoryExtractionEngine.fragment')}{vo.chunk_index}:</div>
+                  <Markdown content={vo.content.startsWith('\n') ? vo.content : '\n' + vo.content} className="rb:text-[#212332]" />
                 </div>
-              ))}
+              )
+            }
+            return null
+          })}
+        </ResultCard>
+        {/* Knowledge Extraction */}
+        <ResultCard
+          title={t(`memoryExtractionEngine.knowledge_extraction`)}
+          extra={formatTag(knowledgeExtraction.status)}
+          expanded={expandedCards['knowledge_extraction']}
+          handleExpand={() => toggleCard('knowledge_extraction')}
+        >
+          {knowledgeExtraction.result &&
+            <RbAlert color="blue" className="rb:mb-2!">
+              <div>
+                <div>{formatTime(knowledgeExtraction)}</div>
+                {t('memoryExtractionEngine.knowledge_extraction_desc', {
+                  entities: knowledgeExtraction.result.entities_count,
+                  statements: knowledgeExtraction.result.statements_count,
+                  temporal_ranges_count: knowledgeExtraction.result.temporal_ranges_count,
+                  triplets: knowledgeExtraction.result.triplets_count
+                })}
+              </div>
+            </RbAlert>
+          }
+          {knowledgeExtraction.data?.length > 0 &&
+            <ul className="rb:list-disc rb:ml-4 rb:mb-3">
+              {knowledgeExtraction.data.map((vo, index) =>
+                <li key={index} className="rb:leading-6">{vo.statement}</li>
+              )}
+            </ul>
+          }
+        </ResultCard>
+        {/* Creating Entity Relationships */}
+        <ResultCard
+          title={t(`memoryExtractionEngine.creating_nodes_edges`)}
+          extra={formatTag(creatingNodesEdges.status)}
+          expanded={expandedCards['creating_nodes_edges']}
+          handleExpand={() => toggleCard('creating_nodes_edges')}
+        >
+          {creatingNodesEdges.result &&
+            <RbAlert color="blue" className="rb:mb-2!">
+              <div>
+                <div>{formatTime(creatingNodesEdges)}</div>
+                {t('memoryExtractionEngine.creating_nodes_edges_desc', { num: creatingNodesEdges.result.entity_entity_edges_count })}
+              </div>
+            </RbAlert>
+          }
+          {creatingNodesEdges.data?.length > 0 &&
+            <ul className="rb:list-disc rb:ml-4 rb:mb-3">
+              {creatingNodesEdges.data.map((vo, index) =>
+                <li key={index} className="rb:leading-6">
+                  {vo?.result_type === 'entity_nodes_creation'
+                    ? <>{vo.type_display_name}: {vo.entity_names.join(', ')}</>
+                    : <>{vo?.relationship_text}</>
+                  }
+                </li>
+              )}
+            </ul>
+          }
+        </ResultCard>
+        {/* Deduplication and Disambiguation */}
+        <ResultCard
+          title={t(`memoryExtractionEngine.deduplication`)}
+          extra={formatTag(deduplication.status)}
+          expanded={expandedCards['deduplication']}
+          handleExpand={() => toggleCard('deduplication')}
+        >
+          {deduplication.result &&
+            <RbAlert color="blue" className="rb:mb-2!">
+              <div>
+                <div>{formatTime(deduplication)}</div>
+                {t('memoryExtractionEngine.deduplication_desc', { count: deduplication.result.summary.total_merges })}
+              </div>
+            </RbAlert>
+          }
+          {Object.keys(deduplicationData).length > 0 &&
+            <ul className="rb:list-disc rb:ml-4 rb:mb-3">
+              {Object.keys(deduplicationData).map(key => {
+                return deduplicationData[key].map((vo, index) => (
+                  <li key={index} className="rb:leading-6">
+                    {vo.message}
+                  </li>
+                ))
+              })}
+            </ul>
+          }
+        </ResultCard>
+      </Flex>}
 
-              <RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
+      {activeTab === 'finalResult' && <Flex vertical gap={12} className="rb:pb-3!">
+        {!testResult || Object.keys(testResult).length === 0
+          ? <Empty url={NoDataIcon} />
+          : null
+        }
+
+        {testResult && Object.keys(testResult).length > 0 && resultObj && Object.keys(resultObj).length > 0 &&
+          <ResultCard
+            title={t(`memoryExtractionEngine.dataStatistics`)}
+            expanded={expandedCards['dataStatistics']}
+            handleExpand={() => toggleCard('dataStatistics')}
+          >
+            <div className="rb:grid rb:grid-cols-2 rb:gap-2.5 rb:mb-3">
+              {Object.keys(resultObj).map((key, index) => {
+                const keys = (resultObj as Record<string, string>)[key].split('.')
+                return (
+                  <div key={index} className="rb:bg-white rb:rounded-lg rb:py-2 rb:px-3">
+                    <div className="rb:text-[24px] rb:leading-8 rb:font-bold rb:font-[MiSans-Bold] rb:mb-1">{(testResult?.[keys[0] as keyof TestResult] as any)?.[keys[1]]}</div>
+                    <div className="rb:text-[12px] rb:leading-4 rb:mb-0.5">{t(`memoryExtractionEngine.${key}`)}</div>
+                    <div className="rb:text-[12px] rb:text-[#369F21] rb:leading-4">
+                      {key === 'extractTheNumberOfEntities' && testResult.dedup
+                        ? t(`memoryExtractionEngine.${key}Desc`, {
+                          num: testResult.dedup.total_merged_count,
+                          exact: testResult.dedup.breakdown.exact,
+                          fuzzy: testResult.dedup.breakdown.fuzzy,
+                          llm: testResult.dedup.breakdown.llm,
+                        })
+                        : key === 'numberOfEntityDisambiguation' && testResult.disambiguation
+                          ? t(`memoryExtractionEngine.${key}Desc`, { num: testResult.disambiguation.effects?.length, block_count: testResult.disambiguation.block_count })
+                          : key === 'numberOfRelationalTriples' && testResult.triplets
+                            ? t(`memoryExtractionEngine.${key}Desc`, { num: testResult.triplets.count })
+                            : t(`memoryExtractionEngine.${key}Desc`)
+                      }
+                    </div>
+                  </div>
+                )
+              })}
+            </div>
+          </ResultCard>
+        }
+
+        {testResult?.dedup?.impact && testResult.dedup.impact?.length > 0 &&
+          <ResultCard
+            title={t('memoryExtractionEngine.entityDeduplicationImpact')}
+            expanded={expandedCards['entityDeduplicationImpact']}
+            handleExpand={() => toggleCard('entityDeduplicationImpact')}
+          >
+            <div className="rb:bg-white rb:rounded-xl rb:p-3 rb:mb-3">
+              <RbAlert color="blue" className="rb:mb-2!">
                 {t('memoryExtractionEngine.entityDeduplicationImpactDesc', { count: testResult.dedup.impact.length })}
               </RbAlert>
-            </RbCard>
-          }
+              <div className="rb:font-medium rb:leading-5 rb:mb-2">{t('memoryExtractionEngine.identifyDuplicates')}:</div>
 
-          {testResult?.disambiguation && testResult.disambiguation?.effects?.length > 0 &&
-            <RbCard
-              title={t('memoryExtractionEngine.theEffectOfEntityDisambiguationLLMDriven')}
-              headerType="borderL"
-              headerClassName="rb:before:bg-[#155EEF]!"
-            >
+              <ul className="rb:list-disc rb:ml-4">
+                {testResult.dedup.impact.map((item, index) => (
+                  <li key={index} className="rb:leading-6">
+                    {t('memoryExtractionEngine.identifyDuplicatesDesc', { ...item })}
+                  </li>
+                ))}
+              </ul>
+            </div>
+          </ResultCard>
+        }
+
+        {testResult?.disambiguation && testResult.disambiguation?.effects?.length > 0 &&
+          <ResultCard
+            title={t('memoryExtractionEngine.theEffectOfEntityDisambiguationLLMDriven')}
+            expanded={expandedCards['disambiguation']}
+            handleExpand={() => toggleCard('disambiguation')}
+          >
+            <div className="rb:bg-white rb:rounded-xl rb:p-3 rb:mb-3">
+              <RbAlert color="blue" className="rb:mb-2!">
+                {t('memoryExtractionEngine.entityDeduplicationImpactDesc', { count: testResult.dedup.impact.length })}
+              </RbAlert>
               {testResult.disambiguation.effects.map((item, index) => (
                 <div key={index} className={clsx("rb:text-[12px] rb:text-[#5B6167] rb:leading-4", {
-                  'rb:mt-4': index > 0,
+                  'rb:mt-5': index > 0,
                 })}>
-                  <div className="rb:font-medium rb:mb-2">{t('memoryExtractionEngine.disagreementCase')} {index +1}:</div>
-                  -{item.left.name}({item.left.type}) vs {item.right.name}({item.right.type}) → <span className="rb:text-[#369F21]">{item.result}</span>
+                  <div className="rb:font-medium rb:leading-5 rb:mb-1">{t('memoryExtractionEngine.disagreementCase')} {index + 1}:</div>
+
+                  <ul className="rb:list-disc rb:ml-4">
+                    <li key={index} className="rb:leading-6">
+                      {item.left.name}({item.left.type}) vs {item.right.name}({item.right.type}) → {item.result}
+                    </li>
+                  </ul>
                 </div>
               ))}
+            </div>
+          </ResultCard>
+        }
 
-              <RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
-                {t('memoryExtractionEngine.entityDeduplicationImpactDesc', { count: testResult.dedup.impact.length })}
-              </RbAlert>
-            </RbCard>
-          }
+        {testResult?.core_entities && testResult?.core_entities.length > 0 &&
+          <ResultCard
+            title={t('memoryExtractionEngine.coreEntitiesAfterDedup')}
+            expanded={expandedCards['coreEntities']}
+            handleExpand={() => toggleCard('coreEntities')}
+          >
+            <Flex gap={10} wrap className="rb:px-1! rb:mb-3! rb:gap-y-2!">
+              {testResult.core_entities.map((item, index) => (
+                <div
+                  key={item.type}
+                  className={clsx("rb:rounded-[13px] rb:py-0.5 rb:px-3 rb:leading-5 rb:cursor-pointer", {
+                    'rb:bg-white': !((coreEntitiesTab && item.type === coreEntitiesTab) || (!coreEntitiesTab && index === 0)),
+                    'rb:bg-[#171719] rb:text-white': (coreEntitiesTab && item.type === coreEntitiesTab) || (!coreEntitiesTab && index === 0)
+                  })}
+                  onClick={() => setCoreEntitiesTab(item.type)}
+                >
+                  {item.type}({item.count})
+                </div>
+              ))}
+            </Flex>
+            <div className="rb:bg-white rb:rounded-lg rb:py-2.5 rb:px-3 rb:mb-3">
+              {testResult.core_entities.filter((item, index) => (coreEntitiesTab && item.type === coreEntitiesTab) || (!coreEntitiesTab && index === 0)).map((item, idx) => (
+                <div key={idx} className="rb:leading-5">
+                  <div className="rb:text-[#155EEF] rb:font-medium rb:mb-2">{item.type}({item.count})</div>
 
-          {testResult?.core_entities && testResult?.core_entities.length > 0 &&
-            <RbCard
-              title={t('memoryExtractionEngine.coreEntitiesAfterDedup')}
-              headerType="borderL"
-              headerClassName="rb:before:bg-[#369F21]!"
-            >
-              <div className="rb:grid rb:grid-cols-2 rb:gap-6">
-                {testResult.core_entities.map((item, idx) => (
-                  <div key={idx} className="rb:text-[12px]">
-                    <div className="rb:text-[#369F21] rb:font-medium">{item.type}({item.count})</div>
+                  <ul className="rb:list-disc rb:ml-4">
+                    {item.entities.map((entity, index) => (
+                      <li key={index} className="rb:leading-6">
+                        {entity}
+                      </li>
+                    ))}
+                  </ul>
+                </div>
+              ))}
+            </div>
+          </ResultCard>
+        }
 
-                    <div>
-                      {item.entities.map((entity, index) => (
-                        <div key={index} className="rb:text-[#5B6167] rb:font-regular rb:leading-4">
-                          -{entity}
-                        </div>
-                      ))}
-                    </div>
-                  </div>
-                ))}
-              </div>
-            </RbCard>
-          }
-
-          {testResult?.triplet_samples && testResult?.triplet_samples.length > 0 &&
-            <RbCard
-              title={t('memoryExtractionEngine.extractRelationalTriples')}
-              headerType="borderL"
-              headerClassName="rb:before:bg-[#9C6FFF]!"
-            >
-              <Space size={8} direction="vertical" className="rb:w-full">
-                {testResult.triplet_samples.map((item, index) => (
-                  <div key={index} className="rb:text-[12px]">
-                    -({item.subject}, <span className="rb:text-[#9C6FFF] rb:font-medium">{item.predicate}</span>, {item.object})
-                  </div>
-                ))}
-              </Space>
-              <RbAlert color="purple" icon={<CheckCircleFilled />} className="rb:mt-3">
+        {testResult?.triplet_samples && testResult?.triplet_samples.length > 0 &&
+          <ResultCard
+            title={t('memoryExtractionEngine.extractRelationalTriples')}
+            expanded={expandedCards['triplet_samples']}
+            handleExpand={() => toggleCard('triplet_samples')}
+          >
+            <div className="rb:bg-white rb:rounded-xl rb:p-3 rb:mb-3">
+              <RbAlert color="blue"className="rb:mb-2!">
                 {t('memoryExtractionEngine.extractRelationalTriplesDesc', { count: testResult.triplet_samples.length })}
               </RbAlert>
-            </RbCard>
-          }
-          {ontologyCoverage && Object.keys(ontologyCoverage).length > 0 &&
-            <RbCard
-              title={<>{t('memoryExtractionEngine.ontologyCoverage')}({ontologyCoverage.total_entities})</>}
-              headerType="borderL"
-              headerClassName="rb:before:bg-[#369F21]!"
-            >
-              <div className="rb:grid rb:grid-cols-2 rb:gap-3">
+              <ul className="rb:list-disc rb:ml-4">
+                {testResult.triplet_samples.map((item, index) => (
+                  <li key={index} className="rb:leading-6">
+                    ({item.subject}, <span className="rb:text-[#155EEF] rb:font-medium">{item.predicate}</span>, {item.object})
+                  </li>
+                ))}
+              </ul>
+            </div>
+          </ResultCard>
+        }
+        {ontologyCoverage && Object.keys(ontologyCoverage).length > 0 &&
+          <ResultCard
+            title={<>{t('memoryExtractionEngine.ontologyCoverage')}({ontologyCoverage.total_entities})</>}
+            expanded={expandedCards['ontologyCoverage']}
+            handleExpand={() => toggleCard('ontologyCoverage')}
+          >
+            <div className="rb:bg-white rb:rounded-xl rb:p-3 rb:mb-3 rb:leading-5">
+              <div className="rb:grid rb:grid-cols-1 rb:gap-3">
                 {(['scene_type_distribution', 'general_type_distribution', 'unmatched'] as const).map((key, idx) => {
                   if (!ontologyCoverage[key]) return null
                   return (
-                    <div key={idx} className="rb:text-[12px]">
-                      <div className="rb:text-[#369F21] rb:font-medium">{t(`memoryExtractionEngine.${key}`)}({ontologyCoverage[key].type_count})</div>
-                      <div>{t('memoryExtractionEngine.entity_total', { num: ontologyCoverage[key].entity_total })}</div>
-                      <div>
+                    <div key={idx}>
+                      <div className="rb:text-[#155EEF] rb:font-medium rb:mb-1">{t(`memoryExtractionEngine.${key}`)}({ontologyCoverage[key].type_count})</div>
+                      <div className="rb:text-[#212332] rb:mb-1">{t('memoryExtractionEngine.entity_total', { num: ontologyCoverage[key].entity_total })}</div>
+
+                      <ul className="rb:list-disc rb:ml-4">
                         {ontologyCoverage[key].types.map((type, index) => {
                           if (!type.type || type.type === '') return null
                           return (
-                            <div key={index} className="rb:text-[#5B6167] rb:font-regular rb:leading-4">
-                              -{type.type}({type.count})
-                            </div>
+                            <li key={index} className="rb:leading-6 rb:text-[#5B6167]">
+                              {type.type}({type.count})
+                            </li>
                           )
                         })}
-                      </div>
+                      </ul>
                     </div>
                   )
                 })}
               </div>
-            </RbCard>
-          }
-
-        </Space>
-      </div>
-
-      <div className="rb:grid rb:grid-cols-2 rb:gap-4 rb:mt-5">
-        <Button block loading={loading} onClick={handleSave}>{t('common.save')}</Button>
-        <Button block type="primary" loading={runLoading} onClick={handleRun}>{t('memoryExtractionEngine.debug')}</Button>
-      </div>
+            </div>
+          </ResultCard>
+        }
+      </Flex>}
     </Card>
   )
 }

web/src/views/MemoryExtractionEngine/components/ResultCard.tsx

@@ -0,0 +1,78 @@
+/*
+ * @Author: ZhaoYing 
+ * @Date: 2026-02-03 17:30:51 
+ * @Last Modified by: ZhaoYing
+ * @Last Modified time: 2026-03-19 14:23:58
+ */
+/**
+ * ResultCard Component
+ * Collapsible card wrapper for configuration sections
+ */
+
+import { type FC, type ReactNode } from 'react'
+import clsx from 'clsx';
+import { Flex, Space, Tooltip } from 'antd';
+
+import RbCard from '@/components/RbCard/Card'
+
+/**
+ * Component props
+ */
+interface ResultCardProps {
+  title: string | ReactNode;
+  subTitle?: string | ReactNode;
+  children: ReactNode;
+  expanded?: boolean;
+  handleExpand?: () => void;
+  className?: string;
+  headerClassName?: string;
+  bodyClassName?: string;
+  extra?: ReactNode;
+}
+
+const ResultCard: FC<ResultCardProps> = ({
+  title,
+  subTitle,
+  children,
+  expanded,
+  handleExpand,
+  extra,
+  className,
+  headerClassName,
+  bodyClassName,
+}) => {
+  return (
+    <RbCard
+      title={() => <Flex
+        align="center"
+        justify="space-between"
+        className="rb:font-[MiSans-Bold] rb:font-bold rb:cursor-pointer"
+        onClick={handleExpand}
+      >
+        <Space size={4}>
+          {title}
+          {subTitle && <Tooltip title={subTitle}>
+            <div className="rb:size-4 rb:bg-cover rb:bg-[url('@/assets/images/common/question.svg')]"></div>
+          </Tooltip>}
+        </Space>
+        <Space size={4}>
+          {extra}
+          {handleExpand && <div
+            className={clsx("rb:size-4 rb:bg-cover rb:bg-[url('@/assets/images/common/arrow_up.svg')] rb:transition-transform", {
+              'rb:rotate-180': !expanded,
+              'rb:rotate-0': expanded,
+            })}
+          ></div>}
+        </Space>
+      </Flex>}
+      headerType="borderless"
+      headerClassName={headerClassName ?? "rb:min-h-[40px]! rb:text-[#212332]! rb:text-[14px]!"}
+      bodyClassName={bodyClassName ?? "rb:py-0! rb:px-3!"}
+      className={className ?? "rb:bg-[#F6F6F6]!"}
+    >
+      {(expanded && handleExpand) && children}
+    </RbCard>
+  )
+}
+
+export default ResultCard