feature: memory extraction engine debug switch to streaming output
This commit is contained in:
zhaoying
@@ -12,6 +12,7 @@ interface CardProps {
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expanded?: boolean;
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handleExpand?: (type: string) => void;
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className?: string;
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headerClassName?: string;
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bodyClassName?: string;
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}
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@@ -23,6 +24,7 @@ const Card: FC<CardProps> = ({
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expanded,
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handleExpand,
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className,
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headerClassName,
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bodyClassName,
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}) => {
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const { t } = useTranslation()
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@@ -37,12 +39,13 @@ const Card: FC<CardProps> = ({
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onClick={() => handleExpand(type)}
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>
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{expanded ? t('common.foldUp') : t('common.expanded')}
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<img src={down} className={clsx("rb:w-[16px] rb:h-[16px] rb:ml-[4px]", {
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<img src={down} className={clsx("rb:w-4 rb:h-4 rb:ml-1", {
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'rb:rotate-180': !expanded,
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})} />
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</div>
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)}
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className={className}
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headerClassName={headerClassName}
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bodyClassName={bodyClassName}
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>
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{(expanded || !(type && handleExpand)) && children}
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426
web/src/views/MemoryExtractionEngine/components/Result.tsx
Normal file
426
web/src/views/MemoryExtractionEngine/components/Result.tsx
Normal file
@@ -0,0 +1,426 @@
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import { type FC, useState } from 'react'
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import { useParams } from 'react-router-dom'
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import { useTranslation } from 'react-i18next'
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import { Space, Button, Progress } from 'antd'
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import { ExclamationCircleFilled, CheckCircleFilled, ClockCircleOutlined, LoadingOutlined } from '@ant-design/icons'
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import clsx from 'clsx'
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import Card from './Card'
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import RbCard from '@/components/RbCard/Card'
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import RbAlert from '@/components/RbAlert'
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import type { TestResult } from '../types'
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import { pilotRunMemoryExtractionConfig } from '@/api/memory'
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import { type SSEMessage } from '@/utils/stream'
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import Tag, { type TagProps } from '@/components/Tag'
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import Markdown from '@/components/Markdown'
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import { groupDataByType } from '../constant'
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import type { AnyObject } from 'antd/es/_util/type';
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const resultObj = {
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extractTheNumberOfEntities: 'entities.extracted_count',
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numberOfEntityDisambiguation: 'disambiguation.block_count',
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memoryFragments: 'memory.chunks',
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numberOfRelationalTriples: 'triplets.count'
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}
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interface ResultProps {
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loading: boolean;
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handleSave: () => void;
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}
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interface ModuleItem {
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status: 'pending' | 'processing' | 'completed' | 'failed';
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data: any[],
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result: any,
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start_at?: number;
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end_at?: number;
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}
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const tagColors: {
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[key: string]: TagProps['color']
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} = {
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pending: 'default',
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processing: 'processing',
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completed: 'success',
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failed: 'error'
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}
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const initObj = {
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data: [],
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status: 'pending',
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result: null
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}
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const Result: FC<ResultProps> = ({ loading, handleSave }) => {
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const { t } = useTranslation();
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const { id } = useParams()
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const [runLoading, setRunLoading] = useState(false)
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const [testResult, setTestResult] = useState<TestResult>({} as TestResult)
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const [textPreprocessing, setTextPreprocessing] = useState<ModuleItem>(initObj as ModuleItem)
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const [knowledgeExtraction, setKnowledgeExtraction] = useState<ModuleItem>(initObj as ModuleItem)
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const [creatingNodesEdges, setCreatingNodesEdges] = useState<ModuleItem>(initObj as ModuleItem)
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const [deduplication, setDeduplication] = useState<ModuleItem>(initObj as ModuleItem)
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const handleRun = () => {
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if(!id) return
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setTextPreprocessing({...initObj} as ModuleItem)
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setKnowledgeExtraction({...initObj} as ModuleItem)
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setCreatingNodesEdges({...initObj} as ModuleItem)
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setDeduplication({...initObj} as ModuleItem)
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setTestResult({} as TestResult)
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const handleStreamMessage = (list: SSEMessage[]) => {
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list.forEach((data: AnyObject) => {
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switch(data.event) {
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case 'text_preprocessing': // 开始预处理文本
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setTextPreprocessing(prev => ({
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...prev,
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status: 'processing',
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start_at: data.data.time
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}))
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break
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case 'text_preprocessing_result': // 预处理文本分块中
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setTextPreprocessing(prev => ({
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...prev,
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data: [...prev.data, data.data?.data]
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}))
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break
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case 'text_preprocessing_complete': // 预处理文本完成
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setTextPreprocessing(prev => ({
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...prev,
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result: data.data?.data,
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status: 'completed',
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end_at: data.data.time
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}))
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break
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case 'knowledge_extraction': // 开始知识抽取
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setKnowledgeExtraction(prev => ({
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...prev,
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status: 'processing',
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start_at: data.data.time
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}))
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break
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case 'knowledge_extraction_result': // 知识抽取中
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setKnowledgeExtraction(prev => ({
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...prev,
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data: [...prev.data, data.data?.data]
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}))
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break
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case 'knowledge_extraction_complete': // 知识抽取完成
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setKnowledgeExtraction(prev => ({
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...prev,
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result: data.data?.data,
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status: 'completed',
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end_at: data.data.time
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}))
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break
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case 'creating_nodes_edges': // 开始创建节点和边
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setCreatingNodesEdges(prev => ({
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...prev,
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status: 'processing',
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start_at: data.data.time
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}))
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break
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case 'creating_nodes_edges_result': // 创建节点和边中
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setCreatingNodesEdges(prev => ({
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...prev,
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data: [...prev.data, data.data?.data]
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}))
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break
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case 'creating_nodes_edges_complete': // 创建节点和边完成
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setCreatingNodesEdges(prev => ({
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...prev,
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result: data.data?.data,
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status: 'completed',
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end_at: data.data.time
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}))
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break
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case 'deduplication': // 开始去重消歧
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setDeduplication(prev => ({
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...prev,
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status: 'processing',
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start_at: data.data.time
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}))
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break
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case 'dedup_disambiguation_result': // 去重消歧中
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setDeduplication(prev => ({
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...prev,
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data: [...prev.data, data.data.data]
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}))
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break
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case 'dedup_disambiguation_complete': // 去重消歧完成
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setDeduplication(prev => ({
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...prev,
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result: data.data?.data,
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status: 'completed',
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end_at: data.data.time
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}))
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break
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case 'generating_results': // 开始生成结果
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break
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case 'result': // 结果
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setTestResult(data.data?.extracted_result)
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break
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}
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})
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}
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setRunLoading(true)
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pilotRunMemoryExtractionConfig({
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config_id: id,
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dialogue_text: t('memoryExtractionEngine.exampleText'),
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}, handleStreamMessage)
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.finally(() => {
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setRunLoading(false)
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})
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}
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const completedNum = [textPreprocessing, knowledgeExtraction, creatingNodesEdges, deduplication].filter(item => item.status === 'completed').length
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const deduplicationData = groupDataByType(deduplication.data, 'result_type')
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const formatTag = (status: string) => {
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return (
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<Tag color={tagColors[status]}>
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{status === 'pending' && <ClockCircleOutlined className="rb:mr-1" />}
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{status === 'processing' && <LoadingOutlined spin className="rb:mr-1" />}
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{t(`memoryExtractionEngine.status.${status}`)}
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</Tag>
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)
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}
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const formatTime = (data: ModuleItem, color?: string) => {
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if (typeof data.end_at === 'number' && typeof data.start_at === 'number') {
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return <div className={`rb:mt-3 rb:text-[${color ?? '#155EEF'}]`}>{t('memoryExtractionEngine.time')}{data.end_at - data.start_at}ms</div>
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}
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return null
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}
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const lowercaseFirst = (str: string) => str.charAt(0).toLowerCase() + str.slice(1)
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return (
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<Card
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title={t('memoryExtractionEngine.exampleMemoryExtractionResults')}
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subTitle={t('memoryExtractionEngine.exampleMemoryExtractionResultsSubTitle')}
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className="rb:min-h-[calc(100vh-330px)]!"
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headerClassName="rb:pb-0! rb:pt-4!"
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bodyClassName="rb:min-h-[calc(100vh-388px)] rb:p-[16px_20px]!"
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>
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<div className="rb:min-h-[calc(100vh-480px)] rb:overflow-y-auto">
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{runLoading
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? <>
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<RbAlert color="blue" icon={<ExclamationCircleFilled />} className="rb:mb-3.5">
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{t('memoryExtractionEngine.processing')}
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</RbAlert>
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{/* 整体进度 */}
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<div className="rb:mb-2">
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<div className="rb:flex rb:items-center rb:justify-between rb:text-[12px] rb:leading-4 rb:font-regular">
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{t('memoryExtractionEngine.overallProgress')}
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<span className="rb:text-[#155eef]">{`${completedNum}/4`}</span>
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</div>
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<Progress percent={completedNum * 100/4} showInfo={false} />
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</div>
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</>
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: !testResult || Object.keys(testResult).length === 0
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? <RbAlert color="orange" icon={<ExclamationCircleFilled />} className="rb:mb-3.5">
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{t('memoryExtractionEngine.warning')}
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</RbAlert>
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: <RbAlert color="green" icon={<ExclamationCircleFilled />} className="rb:mb-3.5">
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{t('memoryExtractionEngine.success')}
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</RbAlert>
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}
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<Space size={16} direction="vertical" style={{ width: '100%' }}>
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{/* 文本预处理 */}
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<RbCard
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title={t(`memoryExtractionEngine.text_preprocessing`)}
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extra={formatTag(textPreprocessing.status)}
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headerType="borderL"
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headerClassName="rb:before:bg-[#155EEF]!"
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>
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{textPreprocessing.data.map((vo, index) => (
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<div key={index} className="rb:mb-3 rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">
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<Markdown content={'-' + t('memoryExtractionEngine.fragment') + vo.chunk_index + ': ' + (vo.content.startsWith('\n') ? vo.content : '\n' + vo.content)} />
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</div>
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))}
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{formatTime(textPreprocessing)}
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{textPreprocessing.result &&
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<RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
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{t('memoryExtractionEngine.text_preprocessing_desc', { count: textPreprocessing.result.total_chunks })},
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{t('memoryExtractionEngine.chunkerStrategy')}: {t(`memoryExtractionEngine.${lowercaseFirst(textPreprocessing.result.chunker_strategy)}`)}
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</RbAlert>
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}
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</RbCard>
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{/* 知识抽取 */}
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<RbCard
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title={t(`memoryExtractionEngine.knowledge_extraction`)}
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extra={formatTag(knowledgeExtraction.status)}
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headerType="borderL"
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headerClassName="rb:before:bg-[#155EEF]!"
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>
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{knowledgeExtraction.data.map(vo =>
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<div key={vo.statement_index} className="rb:mb-3 rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">{vo.statement}</div>
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)}
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{formatTime(knowledgeExtraction)}
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{knowledgeExtraction.result && <RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
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{t('memoryExtractionEngine.knowledge_extraction_desc', {
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entities: knowledgeExtraction.result.entities_count,
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statements: knowledgeExtraction.result.statements_count,
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temporal_ranges_count: knowledgeExtraction.result.temporal_ranges_count,
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triplets: knowledgeExtraction.result.triplets_count
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})}
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</RbAlert>}
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</RbCard>
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{/* 创建实体关系 */}
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<RbCard
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title={t(`memoryExtractionEngine.creating_nodes_edges`)}
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extra={formatTag(creatingNodesEdges.status)}
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headerType="borderL"
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headerClassName="rb:before:bg-[#9C6FFF]!"
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>
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{creatingNodesEdges.data?.map((vo, index) => (
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<div key={index} className="rb:mb-3 rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">
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{vo?.result_type === 'entity_nodes_creation'
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? <>{vo.type_display_name}: {vo.entity_names.join(', ')}</>
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: <>{vo?.relationship_text}</>
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}
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</div>
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))}
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{formatTime(creatingNodesEdges, '#9C6FFF')}
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{creatingNodesEdges.result && <RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
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{t('memoryExtractionEngine.creating_nodes_edges_desc', {num: creatingNodesEdges.result.entity_entity_edges_count})}
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</RbAlert>}
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</RbCard>
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{/* 去重消歧 */}
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<RbCard
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title={t(`memoryExtractionEngine.deduplication`)}
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extra={formatTag(deduplication.status)}
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headerType="borderL"
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headerClassName="rb:before:bg-[#9C6FFF]!"
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>
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{Object.keys(deduplicationData).length > 0 && Object.keys(deduplicationData).map(key => {
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return deduplicationData[key].map((vo, index) => (
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<div key={index} className="rb:mb-3 rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">
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{vo.message}
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</div>
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))
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})}
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{formatTime(deduplication, '#9C6FFF')}
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{deduplication.result && <RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
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{t('memoryExtractionEngine.deduplication_desc', { count: deduplication.result.summary.total_merges })}<br />
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</RbAlert>}
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</RbCard>
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{testResult && Object.keys(testResult).length > 0 && resultObj && Object.keys(resultObj).length > 0 &&
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<RbCard>
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<div className="rb:grid rb:grid-cols-2 rb:gap-[40px_57px]">
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{Object.keys(resultObj).map((key, index) => {
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const keys = (resultObj as Record<string, string>)[key].split('.')
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return (
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<div key={index}>
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<div className="rb:text-[24px] rb:leading-[30px] rb:font-extrabold">{(testResult?.[keys[0] as keyof TestResult] as any)?.[keys[1]]}</div>
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<div className="rb:text-[12px] rb:text-[#5B6167] rb:leading-4 rb:font-regular">{t(`memoryExtractionEngine.${key}`)}</div>
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<div className="rb:mt-1 rb:text-[12px] rb:text-[#369F21] rb:leading-3.5 rb:font-regular">
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{}
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{key === 'extractTheNumberOfEntities' && testResult.dedup
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? t(`memoryExtractionEngine.${key}Desc`, {
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num: testResult.dedup.total_merged_count,
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exact: testResult.dedup.breakdown.exact,
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fuzzy: testResult.dedup.breakdown.fuzzy,
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llm: testResult.dedup.breakdown.llm,
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})
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: key === 'numberOfEntityDisambiguation' && testResult.disambiguation
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? t(`memoryExtractionEngine.${key}Desc`, { num: testResult.disambiguation.effects?.length, block_count: testResult.disambiguation.block_count })
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: key === 'numberOfRelationalTriples' && testResult.triplets
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? t(`memoryExtractionEngine.${key}Desc`, { num: testResult.triplets.count })
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:t(`memoryExtractionEngine.${key}Desc`)
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}
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</div>
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</div>
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)})}
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</div>
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</RbCard>
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}
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{testResult?.dedup?.impact && testResult.dedup.impact?.length > 0 &&
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<RbCard
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title={t('memoryExtractionEngine.entityDeduplicationImpact')}
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headerType="borderL"
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headerClassName="rb:before:bg-[#155EEF]!"
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>
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<div className="rb:text-[12px] rb:text-[#5B6167] rb:font-medium rb:leading-4">{t('memoryExtractionEngine.identifyDuplicates')}</div>
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{testResult.dedup.impact.map((item, index) => (
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<div key={index} className="rb:pl-2 rb:mt-2 rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-4">
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-{t('memoryExtractionEngine.identifyDuplicatesDesc', { ...item })}
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</div>
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))}
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<RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
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{t('memoryExtractionEngine.entityDeduplicationImpactDesc', { count: testResult.dedup.impact.length })}
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</RbAlert>
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</RbCard>
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}
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{testResult?.disambiguation && testResult.disambiguation?.effects?.length > 0 &&
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<RbCard
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title={t('memoryExtractionEngine.theEffectOfEntityDisambiguationLLMDriven')}
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headerType="borderL"
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headerClassName="rb:before:bg-[#155EEF]!"
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>
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{testResult.disambiguation.effects.map((item, index) => (
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<div key={index} className={clsx("rb:text-[12px] rb:text-[#5B6167] rb:leading-4", {
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'rb:mt-4': index > 0,
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})}>
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<div className="rb:font-medium rb:mb-2">Disagreement Case {index +1}:</div>
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-{item.left.name}({item.left.type}) vs {item.right.name}({item.right.type}) → <span className="rb:text-[#369F21]">{item.result}</span>
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</div>
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))}
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||||
<RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-3">
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{t('memoryExtractionEngine.entityDeduplicationImpactDesc', { count: testResult.dedup.impact.length })}
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</RbAlert>
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</RbCard>
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||||
}
|
||||
|
||||
{testResult?.core_entities && testResult?.core_entities.length > 0 &&
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<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>
|
||||
|
||||
<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">
|
||||
{t('memoryExtractionEngine.extractRelationalTriplesDesc', { count: testResult.triplet_samples.length })}
|
||||
</RbAlert>
|
||||
</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>
|
||||
</Card>
|
||||
)
|
||||
}
|
||||
export default Result
|
||||
1698
web/src/views/MemoryExtractionEngine/constant.ts
Normal file
1698
web/src/views/MemoryExtractionEngine/constant.ts
Normal file
File diff suppressed because it is too large
Load Diff
@@ -1,18 +1,16 @@
|
||||
import { type FC, useState, useEffect } from 'react'
|
||||
import { useTranslation } from 'react-i18next'
|
||||
import { useParams } from 'react-router-dom'
|
||||
import { Row, Col, Space, Switch, Select, InputNumber, Slider, Button, App, Skeleton, Form } from 'antd'
|
||||
import { ExclamationCircleFilled, CheckCircleFilled } from '@ant-design/icons'
|
||||
import { Row, Col, Space, Switch, Select, InputNumber, Slider, App, Form } from 'antd'
|
||||
import clsx from 'clsx'
|
||||
import Card from './components/Card'
|
||||
import RbCard from '@/components/RbCard/Card'
|
||||
import RbAlert from '@/components/RbAlert'
|
||||
import Empty from '@/components/Empty'
|
||||
import type { ConfigForm, ConfigVo, Variable, TestResult } from './types'
|
||||
import { getMemoryExtractionConfig, updateMemoryExtractionConfig, pilotRunMemoryExtractionConfig } from '@/api/memory'
|
||||
import type { ConfigForm, Variable } from './types'
|
||||
import { getMemoryExtractionConfig, updateMemoryExtractionConfig } from '@/api/memory'
|
||||
import Markdown from '@/components/Markdown'
|
||||
import { getModelList } from '@/api/models';
|
||||
import type { Model } from '@/views/ModelManagement/types'
|
||||
import { configList } from './constant'
|
||||
import Result from './components/Result'
|
||||
|
||||
const keys = [
|
||||
// 'example',
|
||||
@@ -20,229 +18,16 @@ const keys = [
|
||||
'arrangementLayerModule'
|
||||
]
|
||||
|
||||
const configList: ConfigVo[] = [
|
||||
{
|
||||
type: 'storageLayerModule',
|
||||
data: [
|
||||
{
|
||||
title: 'entityDeduplicationDisambiguation',
|
||||
list: [
|
||||
{
|
||||
label: 'enableLlmDedupBlockwise',
|
||||
variableName: 'enable_llm_dedup_blockwise',
|
||||
control: 'button', // switch
|
||||
type: 'tinyint',
|
||||
},
|
||||
{
|
||||
label: 'enableLlmDisambiguation',
|
||||
variableName: 'enable_llm_disambiguation',
|
||||
control: 'button',
|
||||
type: 'tinyint',
|
||||
},
|
||||
{
|
||||
label: 'tNameStrict',
|
||||
control: 'slider',
|
||||
variableName: 't_name_strict',
|
||||
type: 'decimal',
|
||||
},
|
||||
{
|
||||
label: 'tTypeStrict',
|
||||
control: 'slider',
|
||||
variableName: 't_type_strict',
|
||||
type: 'decimal',
|
||||
},
|
||||
{
|
||||
label: 'tOverall',
|
||||
control: 'slider',
|
||||
variableName: 't_overall',
|
||||
type: 'decimal',
|
||||
},
|
||||
]
|
||||
},
|
||||
// 语义锚点标注
|
||||
{
|
||||
title: 'semanticAnchorAnnotationModule',
|
||||
list: [
|
||||
// 句子提取颗粒度
|
||||
{
|
||||
label: 'statementGranularity',
|
||||
variableName: 'statement_granularity',
|
||||
control: 'slider',
|
||||
type: 'decimal',
|
||||
max: 3,
|
||||
min: 1,
|
||||
step: 1,
|
||||
meaning: 'statementGranularityDesc',
|
||||
},
|
||||
// 是否包含对话上下文
|
||||
{
|
||||
label: 'includeDialogueContext',
|
||||
variableName: 'include_dialogue_context',
|
||||
control: 'button', // switch
|
||||
type: 'tinyint',
|
||||
meaning: 'includeDialogueContextDesc'
|
||||
},
|
||||
// 上下文文字上限
|
||||
{
|
||||
label: 'maxDialogueContextChars',
|
||||
variableName: 'max_context',
|
||||
control: 'inputNumber',
|
||||
min: 100,
|
||||
type: 'decimal',
|
||||
meaning: 'maxDialogueContextCharsDesc',
|
||||
},
|
||||
]
|
||||
},
|
||||
]
|
||||
},
|
||||
{
|
||||
type: 'arrangementLayerModule',
|
||||
data: [
|
||||
{
|
||||
title: 'queryMode',
|
||||
list: [
|
||||
{
|
||||
label: 'deepRetrieval',
|
||||
variableName: 'deep_retrieval',
|
||||
control: 'button',
|
||||
type: 'tinyint',
|
||||
meaning: 'deepRetrievalMeaning',
|
||||
},
|
||||
]
|
||||
},
|
||||
{
|
||||
title: 'dataPreprocessing',
|
||||
list: [
|
||||
{
|
||||
label: 'chunkerStrategy',
|
||||
variableName: 'chunker_strategy',
|
||||
control: 'select',
|
||||
type: 'enum',
|
||||
options: [
|
||||
{ label: 'recursiveChunker', value: 'RecursiveChunker' }, // 递归分块
|
||||
{ label: 'tokenChunker', value: 'TokenChunker' }, // token 分块
|
||||
{ label: 'semanticChunker', value: 'SemanticChunker' }, // 语义分块
|
||||
{ label: 'neuralChunker', value: 'NeuralChunker' }, // 神经网络分块
|
||||
{ label: 'hybridChunker', value: 'HybridChunker' }, // 混合分块
|
||||
{ label: 'llmChunker', value: 'LLMChunker' }, // LLM 分块
|
||||
{ label: 'sentenceChunker', value: 'SentenceChunker' }, // 句子分块
|
||||
{ label: 'lateChunker', value: 'LateChunker' }, // 延迟分块
|
||||
],
|
||||
meaning: 'chunkerStrategyDesc',
|
||||
},
|
||||
]
|
||||
},
|
||||
// 智能语义剪枝
|
||||
{
|
||||
title: 'intelligentSemanticPruning',
|
||||
list: [
|
||||
// 智能语义剪枝功能
|
||||
{
|
||||
label: 'intelligentSemanticPruningFunction',
|
||||
variableName: 'pruning_enabled',
|
||||
control: 'button',
|
||||
type: 'tinyint',
|
||||
meaning: 'intelligentSemanticPruningFunctionDesc',
|
||||
},
|
||||
// 智能语义剪枝场景
|
||||
{
|
||||
label: 'intelligentSemanticPruningScene',
|
||||
variableName: 'pruning_scene',
|
||||
control: 'select',
|
||||
type: 'enum',
|
||||
options: [
|
||||
{ label: 'education', value: 'education' },
|
||||
{ label: 'online_service', value: 'online_service' },
|
||||
{ label: 'outbound', value: 'outbound' },
|
||||
],
|
||||
meaning: 'intelligentSemanticPruningSceneDesc',
|
||||
},
|
||||
// 智能语义剪枝阈值
|
||||
{
|
||||
label: 'intelligentSemanticPruningThreshold',
|
||||
control: 'slider',
|
||||
variableName: 'pruning_threshold',
|
||||
type: 'decimal',
|
||||
max: 0.9,
|
||||
min: 0,
|
||||
step: 0.1,
|
||||
meaning: 'intelligentSemanticPruningThresholdDesc',
|
||||
},
|
||||
]
|
||||
},
|
||||
// 自我反思引擎
|
||||
{
|
||||
title: 'selfReflexionEngine',
|
||||
list: [
|
||||
// 是否启用反思引擎
|
||||
{
|
||||
label: 'enableSelfReflexion',
|
||||
variableName: 'enable_self_reflexion',
|
||||
control: 'button',
|
||||
type: 'tinyint',
|
||||
},
|
||||
// 迭代周期
|
||||
{
|
||||
label: 'iterationPeriod',
|
||||
variableName: 'iteration_period',
|
||||
control: 'select',
|
||||
type: 'enum',
|
||||
options: [
|
||||
{ label: 'oneHour', value: '1' },
|
||||
{ label: 'threeHours', value: '3' },
|
||||
{ label: 'sixHours', value: '6' },
|
||||
{ label: 'twelveHours', value: '12' },
|
||||
{ label: 'daily', value: '24' },
|
||||
],
|
||||
meaning: 'iterationPeriodDesc',
|
||||
},
|
||||
// 反思范围
|
||||
{
|
||||
label: 'reflexionRange',
|
||||
variableName: 'reflexion_range',
|
||||
control: 'select',
|
||||
type: 'enum',
|
||||
options: [
|
||||
{ label: 'retrieval', value: 'retrieval' },
|
||||
{ label: 'database', value: 'database' },
|
||||
],
|
||||
meaning: 'reflexionRangeDesc',
|
||||
},
|
||||
// 反思基线
|
||||
{
|
||||
label: 'reflectOnTheBaseline',
|
||||
variableName: 'baseline',
|
||||
control: 'select',
|
||||
type: 'enum',
|
||||
options: [
|
||||
{ label: 'basedOnTime', value: 'TIME' },
|
||||
{ label: 'basedOnFacts', value: 'FACT' },
|
||||
{ label: 'basedOnFactsAndTime', value: 'TIME-FACT' },
|
||||
],
|
||||
},
|
||||
]
|
||||
},
|
||||
]
|
||||
}
|
||||
]
|
||||
|
||||
const resultObj = {
|
||||
extractTheNumberOfEntities: 'entities.extracted_count',
|
||||
numberOfEntityDisambiguation: 'disambiguation.block_count',
|
||||
memoryFragments: 'memory.chunks',
|
||||
numberOfRelationalTriples: 'triplets.count'
|
||||
}
|
||||
|
||||
const ConfigDesc: FC<{ config: Variable, className?: string }> = ({config, className}) => {
|
||||
const { t } = useTranslation();
|
||||
return (
|
||||
<div className={className}>
|
||||
<Space size={8} className={clsx("rb:mt-[4px] rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-[16px] ")}>
|
||||
<Space size={8} className={clsx("rb:mt-1 rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-4 ")}>
|
||||
{config.variableName && <span className="rb:font-regular">{t('memoryExtractionEngine.variableName')}: {config.variableName}</span>}
|
||||
{config.control && <span className="rb:font-regular">{t('memoryExtractionEngine.control')}: {t(`memoryExtractionEngine.${config.control}`)}</span>}
|
||||
{config.type && <span className="rb:font-regular">{t('memoryExtractionEngine.type')}: {config.type}</span>}
|
||||
</Space>
|
||||
{config.meaning && <div className={clsx("rb:mt-[4px] rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-[16px] ")}>{t('memoryExtractionEngine.Meaning')}: {t(`memoryExtractionEngine.${config.meaning}`)}</div>}
|
||||
{config.meaning && <div className={clsx("rb:mt-1 rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-4 ")}>{t('memoryExtractionEngine.Meaning')}: {t(`memoryExtractionEngine.${config.meaning}`)}</div>}
|
||||
</div>
|
||||
)
|
||||
}
|
||||
@@ -253,12 +38,9 @@ const MemoryExtractionEngine: FC = () => {
|
||||
const [expandedKeys, setExpandedKeys] = useState<string[]>(keys)
|
||||
const [form] = Form.useForm<ConfigForm>()
|
||||
const [modelForm] = Form.useForm()
|
||||
// const [data, setData] = useState<ConfigForm>()
|
||||
const modelValues = Form.useWatch([], modelForm)
|
||||
const values = Form.useWatch<ConfigForm>([], form)
|
||||
const [testResult, setTestResult] = useState<TestResult | null>(null)
|
||||
const [loading, setLoading] = useState(false)
|
||||
const [runLoading, setRunLoading] = useState(false)
|
||||
const [iterationPeriodDisabled, setIterationPeriodDisabled] = useState(false)
|
||||
const [modelList, setModelList] = useState<Model[]>([])
|
||||
|
||||
@@ -305,8 +87,6 @@ const MemoryExtractionEngine: FC = () => {
|
||||
if (id) {
|
||||
getConfig()
|
||||
getModels()
|
||||
const lastResult = localStorage.getItem(`${id}_testResult`)
|
||||
setTestResult(lastResult ? JSON.parse(lastResult) : null)
|
||||
}
|
||||
}, [id])
|
||||
|
||||
@@ -332,35 +112,11 @@ const MemoryExtractionEngine: FC = () => {
|
||||
setLoading(false)
|
||||
})
|
||||
}
|
||||
const handleRun = () => {
|
||||
if (!id) {
|
||||
return
|
||||
}
|
||||
setRunLoading(true)
|
||||
updateMemoryExtractionConfig({
|
||||
...values,
|
||||
...modelValues,
|
||||
config_id: id,
|
||||
}).then(() => {
|
||||
pilotRunMemoryExtractionConfig({
|
||||
config_id: id,
|
||||
dialogue_text: t('memoryExtractionEngine.exampleText'),
|
||||
}).then((res) => {
|
||||
message.success(t('common.testSuccess'))
|
||||
const response = res as { extracted_result: TestResult }
|
||||
setTestResult(response.extracted_result || {})
|
||||
localStorage.setItem(`${id}_testResult`, JSON.stringify(response.extracted_result || {}))
|
||||
})
|
||||
.finally(() => {
|
||||
setRunLoading(false)
|
||||
})
|
||||
})
|
||||
}
|
||||
|
||||
return (
|
||||
<>
|
||||
<div className="rb:text-[24px] rb:font-semibold rb:leading-[32px] rb:mb-[8px]">{t('memoryExtractionEngine.title')}</div>
|
||||
<div className="rb:text-[#5B6167] rb:leading-[20px] rb:mb-[24px]">{t('memoryExtractionEngine.subTitle')}</div>
|
||||
<div className="rb:text-[24px] rb:font-semibold rb:leading-8 rb:mb-2">{t('memoryExtractionEngine.title')}</div>
|
||||
<div className="rb:text-[#5B6167] rb:leading-5 rb:mb-6">{t('memoryExtractionEngine.subTitle')}</div>
|
||||
|
||||
<Row gutter={[16, 16]}>
|
||||
<Col span={12}>
|
||||
@@ -388,12 +144,12 @@ const MemoryExtractionEngine: FC = () => {
|
||||
handleExpand={handleExpand}
|
||||
>
|
||||
{expandedKeys.includes('example') &&
|
||||
<div className="rb:text-[14px] rb:text-[#5B6167] rb:font-regular rb:leading-[20px]">
|
||||
<div className="rb:text-[14px] rb:text-[#5B6167] rb:font-regular rb:leading-5">
|
||||
<Markdown content={t('memoryExtractionEngine.exampleText')} />
|
||||
</div>
|
||||
}
|
||||
</Card>
|
||||
<Row gutter={[16, 16]} className="rb:mt-[16px]">
|
||||
<Row gutter={[16, 16]} className="rb:mt-4">
|
||||
<Col span={14}>
|
||||
<Form
|
||||
form={form}
|
||||
@@ -412,8 +168,8 @@ const MemoryExtractionEngine: FC = () => {
|
||||
<div
|
||||
key={vo.title}
|
||||
className={clsx(
|
||||
`rb:p-[16px_24px] rb:rounded-[8px]`,
|
||||
'rb:border-[1px] rb:border-[#DFE4ED]',
|
||||
`rb:p-[16px_24px] rb:rounded-lg`,
|
||||
'rb:border rb:border-[#DFE4ED]',
|
||||
{
|
||||
'rb:shadow-[inset_4px_0px_0px_0px_#155EEF]': index % 2 === 0,
|
||||
'rb:shadow-[inset_4px_0px_0px_0px_#369F21]': index % 2 !== 0,
|
||||
@@ -421,20 +177,20 @@ const MemoryExtractionEngine: FC = () => {
|
||||
)}
|
||||
>
|
||||
<div className="rb:text-[16px] rb:font-medium rb:leading-[22px]">{t(`memoryExtractionEngine.${vo.title}`)}</div>
|
||||
<div className="rb:mt-[4px] rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-[16px]">{t(`memoryExtractionEngine.${vo.title}SubTitle`)}</div>
|
||||
<div className="rb:mt-1 rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-4">{t(`memoryExtractionEngine.${vo.title}SubTitle`)}</div>
|
||||
|
||||
{vo.list.map(config => (
|
||||
<div key={config.label}>
|
||||
{config.control === 'button' &&
|
||||
<div className="rb:flex rb:items-center rb:justify-between rb:mt-[24px]">
|
||||
<div className="rb:flex rb:items-center rb:justify-between rb:mt-6">
|
||||
<div>
|
||||
<span className="rb:text-[14px] rb:font-medium rb:leading-[20px]">-{t(`memoryExtractionEngine.${config.label}`)}</span>
|
||||
<ConfigDesc config={config} className="rb:ml-[8px]" />
|
||||
<span className="rb:text-[14px] rb:font-medium rb:leading-5">-{t(`memoryExtractionEngine.${config.label}`)}</span>
|
||||
<ConfigDesc config={config} className="rb:ml-2" />
|
||||
</div>
|
||||
<Form.Item
|
||||
name={config.variableName}
|
||||
valuePropName="checked"
|
||||
className="rb:ml-[8px] rb:mb-[0px]!"
|
||||
className="rb:ml-2 rb:mb-0!"
|
||||
>
|
||||
<Switch />
|
||||
</Form.Item>
|
||||
@@ -442,10 +198,10 @@ const MemoryExtractionEngine: FC = () => {
|
||||
}
|
||||
{config.control === 'select' &&
|
||||
<>
|
||||
<div className="rb:text-[14px] rb:font-medium rb:leading-[20px] rb:mt-[24px] rb:mb-[8px]">
|
||||
<div className="rb:text-[14px] rb:font-medium rb:leading-5 rb:mt-6 rb:mb-2">
|
||||
-{t(`memoryExtractionEngine.${config.label}`)}
|
||||
</div>
|
||||
<div className="rb:pl-[8px]">
|
||||
<div className="rb:pl-2">
|
||||
<Form.Item
|
||||
name={config.variableName}
|
||||
>
|
||||
@@ -454,17 +210,17 @@ const MemoryExtractionEngine: FC = () => {
|
||||
options={config.options ? config.options.map(item => ({ ...item, label: t(`memoryExtractionEngine.${item.label}`) })) : []}
|
||||
/>
|
||||
</Form.Item>
|
||||
<ConfigDesc config={config} className="rb:mt-[-16px]!" />
|
||||
<ConfigDesc config={config} className="rb:-mt-4!" />
|
||||
</div>
|
||||
</>
|
||||
}
|
||||
{config.control === 'slider' &&
|
||||
<>
|
||||
<div className="rb:text-[14px] rb:font-medium rb:leading-[20px] rb:mt-[24px] rb:mb-[8px]">
|
||||
<div className="rb:text-[14px] rb:font-medium rb:leading-5 rb:mt-6 rb:mb-2">
|
||||
-{t(`memoryExtractionEngine.${config.label}`)}
|
||||
</div>
|
||||
<div className="rb:pl-[8px]">
|
||||
<ConfigDesc config={config} className="rb:mb-[10px]" />
|
||||
<div className="rb:pl-2">
|
||||
<ConfigDesc config={config} className="rb:mb-2.5" />
|
||||
<Form.Item
|
||||
name={config.variableName}
|
||||
>
|
||||
@@ -475,7 +231,7 @@ const MemoryExtractionEngine: FC = () => {
|
||||
step={config.step || 0.01}
|
||||
/>
|
||||
</Form.Item>
|
||||
<div className="rb:flex rb:items-center rb:justify-between rb:text-[#5B6167] rb:leading-[20px] rb:mt-[-26px]">
|
||||
<div className="rb:flex rb:items-center rb:justify-between rb:text-[#5B6167] rb:leading-5 rb:mt-[-26px]">
|
||||
{config.min || 0}
|
||||
<span>{t('memoryExtractionEngine.CurrentValue')}: {values?.[config.variableName as keyof ConfigForm]}</span>
|
||||
</div>
|
||||
@@ -484,16 +240,16 @@ const MemoryExtractionEngine: FC = () => {
|
||||
}
|
||||
{config.control === 'inputNumber' &&
|
||||
<>
|
||||
<div className="rb:text-[14px] rb:font-medium rb:leading-[20px] rb:mt-[24px] rb:mb-[8px]">
|
||||
<div className="rb:text-[14px] rb:font-medium rb:leading-5 rb:mt-6 rb:mb-2">
|
||||
-{t(`memoryExtractionEngine.${config.label}`)}
|
||||
</div>
|
||||
<div className="rb:pl-[8px]">
|
||||
<div className="rb:pl-2">
|
||||
<Form.Item
|
||||
name={config.variableName}
|
||||
>
|
||||
<InputNumber min={config.min || 0} style={{ width: '100%' }} placeholder={t('common.pleaseEnter')} />
|
||||
</Form.Item>
|
||||
<ConfigDesc config={config} className="rb:mt-[-16px]!" />
|
||||
<ConfigDesc config={config} className="rb:-mt-4!" />
|
||||
</div>
|
||||
</>
|
||||
}
|
||||
@@ -508,148 +264,10 @@ const MemoryExtractionEngine: FC = () => {
|
||||
</Form>
|
||||
</Col>
|
||||
<Col span={10}>
|
||||
<Card
|
||||
title={t('memoryExtractionEngine.exampleMemoryExtractionResults')}
|
||||
subTitle={t('memoryExtractionEngine.exampleMemoryExtractionResultsSubTitle')}
|
||||
className="rb:min-h-[calc(100vh-330px)]!"
|
||||
bodyClassName="rb:min-h-[calc(100vh-388px)]"
|
||||
>
|
||||
<div
|
||||
className="rb:min-h-[calc(100vh-480px)] rb:overflow-y-auto"
|
||||
>
|
||||
{testResult && Object.keys(testResult).length > 0
|
||||
? <>
|
||||
<RbAlert color="orange" icon={<ExclamationCircleFilled />} className="rb:mb-[14px]">
|
||||
{t('memoryExtractionEngine.warning')}
|
||||
</RbAlert>
|
||||
|
||||
<Space size={16} direction="vertical" style={{ width: '100%' }}>
|
||||
{resultObj && Object.keys(resultObj).length > 0 &&
|
||||
<RbCard>
|
||||
<div className="rb:grid rb:grid-cols-2 rb:gap-[40px_57px]">
|
||||
{Object.keys(resultObj).map(key => {
|
||||
const keys = (resultObj as Record<string, string>)[key].split('.')
|
||||
return (
|
||||
<div key={key}>
|
||||
<div className="rb:text-[24px] rb:leading-[30px] rb:font-extrabold">{testResult?.[keys[0] as keyof TestResult]?.[keys[1]]}</div>
|
||||
<div className="rb:text-[12px] rb:text-[#5B6167] rb:leading-[16px] rb:font-regular">{t(`memoryExtractionEngine.${key}`)}</div>
|
||||
<div className="rb:mt-[4px] rb:text-[12px] rb:text-[#369F21] rb:leading-[14px] rb:font-regular">
|
||||
{}
|
||||
{key === 'extractTheNumberOfEntities'
|
||||
? t(`memoryExtractionEngine.${key}Desc`, {
|
||||
num: testResult.dedup.total_merged_count,
|
||||
exact: testResult.dedup.breakdown.exact,
|
||||
fuzzy: testResult.dedup.breakdown.fuzzy,
|
||||
llm: testResult.dedup.breakdown.llm,
|
||||
})
|
||||
: key === 'numberOfEntityDisambiguation'
|
||||
? t(`memoryExtractionEngine.${key}Desc`, { num: testResult.disambiguation.effects?.length, block_count: testResult.disambiguation.block_count })
|
||||
: key === 'numberOfRelationalTriples'
|
||||
? t(`memoryExtractionEngine.${key}Desc`, { num: testResult.triplets.count })
|
||||
:t(`memoryExtractionEngine.${key}Desc`)
|
||||
}
|
||||
</div>
|
||||
</div>
|
||||
)})}
|
||||
</div>
|
||||
</RbCard>
|
||||
}
|
||||
|
||||
{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-[16px]">{t('memoryExtractionEngine.identifyDuplicates')}</div>
|
||||
{testResult.dedup.impact.map((item, index) => (
|
||||
<div key={index} className="rb:pl-[8px] rb:mt-[8px] rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-[16px]">
|
||||
-{t('memoryExtractionEngine.identifyDuplicatesDesc', { ...item })}
|
||||
</div>
|
||||
))}
|
||||
|
||||
<RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-[12px]">
|
||||
{t('memoryExtractionEngine.entityDeduplicationImpactDesc', { count: testResult.dedup.impact.length })}
|
||||
</RbAlert>
|
||||
</RbCard>
|
||||
}
|
||||
|
||||
{testResult?.disambiguation && testResult.disambiguation?.effects?.length > 0 &&
|
||||
<RbCard
|
||||
title={t('memoryExtractionEngine.theEffectOfEntityDisambiguationLLMDriven')}
|
||||
headerType="borderL"
|
||||
headerClassName="rb:before:bg-[#155EEF]!"
|
||||
>
|
||||
{testResult.disambiguation.effects.map((item, index) => (
|
||||
<div key={index} className={clsx("rb:text-[12px] rb:text-[#5B6167] rb:leading-[16px]", {
|
||||
'rb:mt-[16px]': index > 0,
|
||||
})}>
|
||||
<div className="rb:font-medium rb:mb-[8px]">Disagreement Case {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>
|
||||
))}
|
||||
|
||||
<RbAlert color="blue" icon={<CheckCircleFilled />} className="rb:mt-[12px]">
|
||||
{t('memoryExtractionEngine.entityDeduplicationImpactDesc', { count: testResult.dedup.impact.length })}
|
||||
</RbAlert>
|
||||
</RbCard>
|
||||
}
|
||||
|
||||
{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-[24px]">
|
||||
{testResult.core_entities.map(item => (
|
||||
<div key={item.type} className="rb:text-[12px]">
|
||||
<div className="rb:text-[#369F21] rb:font-medium">{item.type}({item.count})</div>
|
||||
|
||||
<div>
|
||||
{item.entities.map((entity, index) => (
|
||||
<div key={index} className="rb:text-[#5B6167] rb:font-regular rb:leading-[16px]">
|
||||
-{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-[12px]">
|
||||
{t('memoryExtractionEngine.extractRelationalTriplesDesc', { count: testResult.triplet_samples.length })}
|
||||
</RbAlert>
|
||||
</RbCard>
|
||||
}
|
||||
</Space>
|
||||
</>
|
||||
: loading
|
||||
? <Skeleton />
|
||||
: <Empty className="rb:h-full" />
|
||||
}
|
||||
</div>
|
||||
|
||||
<div className="rb:grid rb:grid-cols-2 rb:gap-[16px] rb:mt-[20px]">
|
||||
<Button block loading={loading} onClick={handleSave}>{t('common.save')}</Button>
|
||||
<Button block type="primary" loading={runLoading} onClick={handleRun}>{t('memoryExtractionEngine.debug')}</Button>
|
||||
</div>
|
||||
</Card>
|
||||
<Result
|
||||
loading={loading}
|
||||
handleSave={handleSave}
|
||||
/>
|
||||
</Col>
|
||||
</Row>
|
||||
</>
|
||||
|
||||
Reference in New Issue
Block a user