feat(web): Add Reflection Engine

This commit is contained in:
zhaoying
2025-12-19 18:51:07 +08:00
parent bcec0ae401
commit 62071ff96f
10 changed files with 573 additions and 14 deletions

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import React, { useState, useEffect } from 'react';
import { Row, Col, Form, App, Button, Switch, Space, Select } from 'antd';
import { useParams } from 'react-router-dom';
import { useTranslation } from 'react-i18next';
import RbCard from '@/components/RbCard/Card';
import strategyImpactSimulator from '@/assets/images/memory/strategyImpactSimulator.svg'
import { getMemoryReflectionConfig, updateMemoryReflectionConfig, pilotRunMemoryReflectionConfig } from '@/api/memory'
import type { ConfigForm, Result, ReflexionData, MemoryVerify, QualityAssessment } from './types'
import CustomSelect from '@/components/CustomSelect';
import { getModelListUrl } from '@/api/models'
import Tag from '@/components/Tag'
const configList = [
// 启用反思引擎
{
key: 'reflection_enabled',
type: 'switch',
},
// 反思模型
{
key: 'reflection_model_id',
type: 'customSelect',
url: getModelListUrl,
params: { type: 'chat,llm', page: 1, pagesize: 100 }, // chat,llm
},
// 迭代周期
{
key: 'reflection_period_in_hours',
type: 'select',
options: [
{ label: 'oneHour', value: '1' },
{ label: 'threeHours', value: '3' },
{ label: 'sixHours', value: '6' },
{ label: 'twelveHours', value: '12' },
{ label: 'daily', value: '24' },
],
},
// 反思范围
{
key: 'reflexion_range',
type: 'select',
hiddenDesc: true,
options: [
{ label: 'partial', value: 'partial' },
{ label: 'all', value: 'all' },
],
},
// 反思基线
{
key: 'baseline',
type: 'select',
hiddenDesc: true,
options: [
{ label: 'TIME', value: 'TIME' },
{ label: 'FACT', value: 'FACT' },
{ label: 'HYBRID', value: 'HYBRID' },
],
},
// 质量评估
{
key: 'quality_assessment',
type: 'switch',
},
// 质量评估
{
key: 'memory_verify',
type: 'switch',
},
]
const SelfReflectionEngine: React.FC = () => {
const { t } = useTranslation();
const { id } = useParams();
const [configData, setConfigData] = useState<ConfigForm>({} as ConfigForm);
const [form] = Form.useForm<ConfigForm>();
const { message } = App.useApp();
const [loading, setLoading] = useState(false)
const [runLoading, setRunLoading] = useState(false)
const [result, setResult] = useState<Result>({
"baseline": "TIME",
"source_data": "我是 2023 年春天去北京工作的后来基本一直都在北京上班也没怎么换过城市。不过后来公司调整2024 年上半年我被调到上海待了差不多半年,那段时间每天都是在上海办公室打卡。当时入职资料用的还是我之前的身份信息,身份证号是 11010119950308123X银行卡是 6222023847595898这些一直没变。对了其实我 从 2023 年开始就一直在北京生活,从来没有长期离开过北京,上海那段更多算是远程配合",
"quality_assessments": [
{
"score": 80,
"summary": "数据整体质量良好实体和关系描述清晰时间字段完整。但存在少量语义冲突关于用户长期在北京生活的陈述与2024年上半年被调至上海工作半年的事实存在空间互斥重叠冲突。此外'在上海期间算远程配合'的主观认知与'每天在上海办公室打卡'的客观行为可能存在逻辑不一致,需进一步验证。无明显格式错误或缺失字段。"
}
],
"memory_verifies": [
{
"has_privacy": true,
"privacy_types": [
"身份证信息",
"银行信息"
],
"summary": "检测到2类隐私信息1个身份证号码11010119950308123X和1个银行卡号6222023847595898共涉及2条记录"
}
],
"reflexion_data": [
{
"reason": "检测到时间冲突用户从2023年起一直在北京生活工作的陈述与2024年上半年被调至上海工作半年的事实在时间线上存在重叠和矛盾。",
"solution": "保留用户于2024年上半年被调至上海工作半年这一更具体且可验证的时间事实用户从未长期离开北京等绝对化陈述设为失效。同时对涉及的隐私信息进行脱敏处理。"
},
{
"reason": "检测到混合冲突用户每天在上海办公室打卡是客观行为认为更多算是远程配合是主观认知两者在逻辑上构成事实与感知的不一致属于混合型冲突HYBRID。",
"solution": "保留两种记录以反映客观行为与主观认知的差异,无需修改数据状态。但在输出中应对可能涉及的隐私信息进行脱敏处理。"
},
{
"reason": "检测到隐私信息身份证号11010119950308123X和银行卡号6222023847595898属于敏感个人信息需按规则脱敏。",
"solution": "对身份证号和银行卡号进行脱敏处理,保留前三位和后四位,中间用*代替。"
}
]
})
const values = Form.useWatch([], form);
useEffect(() => {
getConfigData()
}, [id])
const getConfigData = () => {
if (!id) {
return
}
getMemoryReflectionConfig(id)
.then((res) => {
const response = res as ConfigForm
const initialValues = {
...response,
}
console.log('initialValues', initialValues)
setConfigData(initialValues);
form.setFieldsValue(initialValues);
})
.catch(() => {
console.error('Failed to load data');
})
}
const handleReset = () => {
form.setFieldsValue(configData);
}
const handleSave = () => {
if (!id) {
return
}
setLoading(true)
updateMemoryReflectionConfig({
...values,
config_id: id
})
.then(() => {
message.success(t('common.saveSuccess'))
setConfigData({...(values || {})})
})
.finally(() => {
setLoading(false)
})
}
const handleRun = () => {
if (!id) {
return
}
setRunLoading(true)
pilotRunMemoryReflectionConfig({
config_id: id,
dialogue_text: t('reflectionEngine.exampleText')
})
.then((res) => {
setResult(res as Result)
})
.finally(() => {
setRunLoading(false)
})
}
return (
<Row gutter={[16, 16]}>
<Col span={12}>
<RbCard
title={
<div className="rb:flex rb:items-center">
<img src={strategyImpactSimulator} className="rb:w-5 rb:h-5 rb:mr-2" />
{t('reflectionEngine.reflectionEngineConfig')}
</div>
}
>
<Form
form={form}
layout="vertical"
initialValues={{
offset: 0,
lambda_time: 0.03,
lambda_mem: 0.03,
}}
>
{configList.map(config => {
if (config.type === 'customSelect') {
return (
<div key={config.key}>
<div className="rb:text-[14px] rb:font-medium rb:leading-5 rb:mb-2">
{t(`reflectionEngine.${config.key}`)}
</div>
<Form.Item
name={config.key}
extra={t(`reflectionEngine.${config.key}_desc`)}
>
<CustomSelect
url={config.url as string}
params={config.params}
valueKey='id'
labelKey='name'
hasAll={false}
placeholder={t('common.pleaseSelect')}
disabled={!values?.reflection_enabled && config.key !== 'reflection_enabled'}
/>
</Form.Item>
</div>
)
}
if (config.type === 'select') {
return (
<div key={config.key}>
<div className="rb:text-[14px] rb:font-medium rb:leading-5 rb:mb-2">
{t(`reflectionEngine.${config.key}`)}
</div>
<Form.Item
name={config.key}
extra={t(`reflectionEngine.${config.key}_desc`)}
>
<Select
options={config.options?.map(vo => ({
...vo,
label: t(`reflectionEngine.${vo.label}`),
}))}
placeholder={t('common.pleaseSelect')}
disabled={!values?.reflection_enabled && config.key !== 'reflection_enabled'}
/>
</Form.Item>
</div>
)
}
return (
<div className="rb:flex rb:items-center rb:justify-between rb:mb-6">
<div>
<span className="rb:text-[14px] rb:font-medium rb:leading-5">{t(`reflectionEngine.${config.key}`)}</span>
{(config as any).hasSubTitle && <div className="rb:mt-1 rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-4">{t(`reflectionEngine.${config.key}_subTitle`)}</div>}
<div className="rb:mt-1 rb:text-[12px] rb:text-[#5B6167] rb:font-regular rb:leading-4">{t(`reflectionEngine.${config.key}_desc`)}</div>
</div>
<Form.Item
name={config.key}
valuePropName="checked"
className="rb:ml-2 rb:mb-0!"
>
<Switch
disabled={!values?.reflection_enabled && config.key !== 'reflection_enabled'} />
</Form.Item>
</div>
)
})}
<Row gutter={16} className="rb:mt-3">
<Col span={12}>
<Button block onClick={handleReset}>{t('common.reset')}</Button>
</Col>
<Col span={12}>
<Button type="primary" loading={loading} block onClick={handleSave}>{t('common.save')}</Button>
</Col>
</Row>
</Form>
</RbCard>
</Col>
<Col span={12}>
<Space size={16} direction="vertical" className="rb:w-full">
<RbCard
title={t('memoryExtractionEngine.example')}
>
<div className="rb:text-[14px] rb:text-[#5B6167] rb:font-regular rb:leading-5 rb:mb-6">
{t('reflectionEngine.exampleText')}
</div>
<Button type="primary" block loading={runLoading} onClick={handleRun}>{t('reflectionEngine.run')}</Button>
</RbCard>
{result && <>
<RbCard
title={t('reflectionEngine.runTitle')}
>
<div
className="rb:flex rb:gap-4 rb:justify-start rb:text-[#5B6167] rb:text-[14px] rb:leading-5 rb:mb-3"
>
<div className="rb:whitespace-nowrap rb:w-20 rb:font-medium">{t(`reflectionEngine.baseline`)}</div>
<div className='rb:flex-inline rb:text-left rb:py-px rb:rounded rb:text-[#5B6167] rb:flex-1'>
{result.baseline}
</div>
</div>
</RbCard>
<RbCard
title={t('reflectionEngine.conflictDetection')}
>
<Space size={12} direction="vertical" className="rb:w-full">
{result.reflexion_data.map((item, index) => (
<div key={index} className="rb:bg-[#F0F3F8] rb:px-3 rb:py-2.5 rb:rounded-md rb:text-[12px]">
{['reason', 'solution'].map(key => (
<div
key={key}
className="rb:flex rb:gap-4 rb:justify-start rb:text-[14px] rb:leading-5 rb:mb-3"
>
<div className="rb:whitespace-nowrap rb:w-20 rb:font-medium">{t(`reflectionEngine.${key}`)}</div>
<div className='rb:flex-inline rb:text-left rb:py-px rb:rounded rb:text-[#5B6167] rb:flex-1'>
{item[key as keyof ReflexionData]}
</div>
</div>
))}
</div>
))}
</Space>
</RbCard>
<RbCard
title={t('reflectionEngine.qualityAssessment')}
>
{result.quality_assessments.map((item, index) => (
<div key={index} className="rb:bg-[#F0F3F8] rb:px-3 rb:py-2.5 rb:rounded-md rb:text-[12px]">
{['score', 'summary'].map(key => (
<div
key={key}
className="rb:flex rb:gap-4 rb:justify-start rb:text-[14px] rb:leading-5 rb:mb-3"
>
<div className="rb:whitespace-nowrap rb:w-20 rb:font-medium">{t(`reflectionEngine.qualityAssessmentObj.${key}`)}</div>
<div className='rb:flex-inline rb:text-left rb:py-px rb:rounded rb:text-[#5B6167] rb:flex-1'>
{item[key as keyof QualityAssessment]}
</div>
</div>
))}
</div>
))}
</RbCard>
<RbCard
title={t('reflectionEngine.privacyAudit')}
>
{result.memory_verifies.map((item, index) => (
<div key={index} className="rb:bg-[#F0F3F8] rb:px-3 rb:py-2.5 rb:rounded-md rb:text-[12px]">
{['has_privacy', 'privacy_types', 'summary'].map(key => (
<div
key={key}
className="rb:flex rb:gap-4 rb:justify-start rb:text-[14px] rb:leading-5 rb:mb-3"
>
<div className="rb:whitespace-nowrap rb:w-20 rb:font-medium">{t(`reflectionEngine.privacyAuditObj.${key}`)}</div>
<div className='rb:flex-inline rb:text-left rb:py-px rb:rounded rb:text-[#5B6167] rb:flex-1'>
{key === 'has_privacy'
? <Tag color={item[key as keyof MemoryVerify] ? 'success' : 'error'}>{t(`reflectionEngine.privacyAuditObj.${item[key as keyof MemoryVerify]}`)}</Tag>
: key === 'privacy_types' ? (item[key as keyof MemoryVerify] as string[]).join('、')
: item[key as keyof MemoryVerify]
}
</div>
</div>
))}
</div>
))}
</RbCard>
</>}
</Space>
</Col>
</Row>
);
};
export default SelfReflectionEngine;

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// 标签表单数据类型
export interface TagFormData {
tagName: string;
type: string;
color: string;
description?: string;
applicableScope?: string[];
semanticExpansion?: string;
isActive?: boolean;
// 扩展字段用于区分编辑和新增操作
isEditing?: boolean;
tagId?: string;
}
// 记忆总览数据类型
export interface MemoryOverviewRecord {
id: number;
memoryID: string,
contentSummary: string;
type: string;
createTime: string;
lastCallTime: string;
retentionDegree: string;
status: string;
}
// 定义组件暴露的方法接口
export interface MemoryOverviewFormRef {
handleOpen: (memoryOverview?: MemoryOverviewRecord | null) => void;
}
// 遗忘曲线数据类型
export interface CurveRecord {
memoryID: string;
type: string;
currentRetentionRate: string;
finallyActivated: string;
expectedForgettingTime: string;
reinforcementCount: string;
}
export interface ConfigForm {
config_id: number | string;
reflection_enabled: boolean;
reflection_period_in_hours: string;
reflexion_range: string;
baseline: string;
reflection_model_id: string;
memory_verify: boolean;
quality_assessment: boolean;
}
export interface QualityAssessment {
score: number;
summary: string;
}
export interface MemoryVerify {
has_privacy: boolean;
privacy_types: string[];
summary: string;
}
export interface ReflexionData {
reason: string;
solution: string;
}
export interface Result {
baseline: string;
source_data: string;
quality_assessments: QualityAssessment[];
memory_verifies: MemoryVerify[];
reflexion_data: ReflexionData[]
}