feat: n to 1 retrieval legacy (#6554)

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zxhlyh 2024-07-24 12:50:48 +08:00 committed by GitHub
parent e4bb943fe5
commit 6fe9aa69cc
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35 changed files with 1329 additions and 249 deletions

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@ -1,18 +1,20 @@
'use client'
import type { FC } from 'react'
import React, { useState } from 'react'
import { useTranslation } from 'react-i18next'
import { RiDeleteBinLine } from '@remixicon/react'
import {
RiDeleteBinLine,
RiEditLine,
} from '@remixicon/react'
import SettingsModal from '../settings-modal'
import type { DataSet } from '@/models/datasets'
import { DataSourceType } from '@/models/datasets'
import { formatNumber } from '@/utils/format'
import FileIcon from '@/app/components/base/file-icon'
import { Settings01 } from '@/app/components/base/icons/src/vender/line/general'
import { Folder } from '@/app/components/base/icons/src/vender/solid/files'
import { Globe06 } from '@/app/components/base/icons/src/vender/solid/mapsAndTravel'
import Drawer from '@/app/components/base/drawer'
import useBreakpoints, { MediaType } from '@/hooks/use-breakpoints'
import Badge from '@/app/components/base/badge'
import { useKnowledge } from '@/hooks/use-knowledge'
type ItemProps = {
className?: string
@ -27,12 +29,10 @@ const Item: FC<ItemProps> = ({
onSave,
onRemove,
}) => {
const { t } = useTranslation()
const media = useBreakpoints()
const isMobile = media === MediaType.mobile
const [showSettingsModal, setShowSettingsModal] = useState(false)
const { formatIndexingTechniqueAndMethod } = useKnowledge()
const handleSave = (newDataset: DataSet) => {
onSave(newDataset)
@ -65,22 +65,17 @@ const Item: FC<ItemProps> = ({
<div className='grow'>
<div className='flex items-center h-[18px]'>
<div className='grow text-[13px] font-medium text-gray-800 truncate' title={config.name}>{config.name}</div>
<div className='shrink-0 text-xs text-gray-500'>
{formatNumber(config.word_count)} {t('appDebug.feature.dataSet.words')} · {formatNumber(config.document_count)} {t('appDebug.feature.dataSet.textBlocks')}
</div>
<Badge
text={formatIndexingTechniqueAndMethod(config.indexing_technique, config.retrieval_model_dict?.search_method)}
/>
</div>
{/* {
config.description && (
<div className='text-xs text-gray-500'>{config.description}</div>
)
} */}
</div>
<div className='hidden rounded-lg group-hover:flex items-center justify-end absolute right-0 top-0 bottom-0 pr-2 w-[124px] bg-gradient-to-r from-white/50 to-white to-50%'>
<div
className='flex items-center justify-center mr-1 w-6 h-6 hover:bg-black/5 rounded-md cursor-pointer'
onClick={() => setShowSettingsModal(true)}
>
<Settings01 className='w-4 h-4 text-gray-500' />
<RiEditLine className='w-4 h-4 text-gray-500' />
</div>
<div
className='group/action flex items-center justify-center w-6 h-6 hover:bg-[#FEE4E2] rounded-md cursor-pointer'

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@ -44,7 +44,8 @@ const DatasetConfig: FC = () => {
const handleSave = (newDataset: DataSet) => {
const index = dataSet.findIndex(item => item.id === newDataset.id)
setDataSet([...dataSet.slice(0, index), newDataset, ...dataSet.slice(index + 1)])
const newDatasets = [...dataSet.slice(0, index), newDataset, ...dataSet.slice(index + 1)]
setDataSet(newDatasets)
formattingChangedDispatcher()
}
@ -74,7 +75,7 @@ const DatasetConfig: FC = () => {
title={t('appDebug.feature.dataSet.title')}
headerRight={
<div className='flex items-center gap-1'>
{!isAgent && <ParamsConfig />}
{!isAgent && <ParamsConfig disabled={!hasData} selectedDatasets={dataSet} />}
<OperationBtn type="add" onClick={showSelectDataSet} />
</div>
}

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@ -1,10 +1,12 @@
'use client'
import React from 'react'
import { memo, useMemo } from 'react'
import type { FC } from 'react'
import { useTranslation } from 'react-i18next'
import {
RiQuestionLine,
} from '@remixicon/react'
import WeightedScore from './weighted-score'
import TopKItem from '@/app/components/base/param-item/top-k-item'
import ScoreThresholdItem from '@/app/components/base/param-item/score-threshold-item'
import RadioCard from '@/app/components/base/radio-card/simple'
@ -16,13 +18,20 @@ import {
import type {
DatasetConfigs,
} from '@/models/debug'
import ModelSelector from '@/app/components/header/account-setting/model-provider-page/model-selector'
import { useModelListAndDefaultModelAndCurrentProviderAndModel } from '@/app/components/header/account-setting/model-provider-page/hooks'
import type { ModelConfig } from '@/app/components/workflow/types'
import ModelParameterModal from '@/app/components/header/account-setting/model-provider-page/model-parameter-modal'
import TooltipPlus from '@/app/components/base/tooltip-plus'
import { ModelTypeEnum } from '@/app/components/header/account-setting/model-provider-page/declarations'
import type {
DataSet,
WeightedScoreEnum,
} from '@/models/datasets'
import { RerankingModeEnum } from '@/models/datasets'
import cn from '@/utils/classnames'
import { useSelectedDatasetsMode } from '@/app/components/workflow/nodes/knowledge-retrieval/hooks'
import Switch from '@/app/components/base/switch'
type Props = {
datasetConfigs: DatasetConfigs
@ -31,6 +40,7 @@ type Props = {
singleRetrievalModelConfig?: ModelConfig
onSingleRetrievalModelChange?: (config: ModelConfig) => void
onSingleRetrievalModelParamsChange?: (config: ModelConfig) => void
selectedDatasets?: DataSet[]
}
const ConfigContent: FC<Props> = ({
@ -40,8 +50,10 @@ const ConfigContent: FC<Props> = ({
singleRetrievalModelConfig: singleRetrievalConfig = {} as ModelConfig,
onSingleRetrievalModelChange = () => { },
onSingleRetrievalModelParamsChange = () => { },
selectedDatasets = [],
}) => {
const { t } = useTranslation()
const selectedDatasetsMode = useSelectedDatasetsMode(selectedDatasets)
const type = datasetConfigs.retrieval_model
const setType = (value: RETRIEVE_TYPE) => {
onChange({
@ -54,7 +66,7 @@ const ConfigContent: FC<Props> = ({
defaultModel: rerankDefaultModel,
} = useModelListAndDefaultModelAndCurrentProviderAndModel(ModelTypeEnum.rerank)
const rerankModel = (() => {
if (datasetConfigs.reranking_model) {
if (datasetConfigs.reranking_model?.reranking_provider_name) {
return {
provider_name: datasetConfigs.reranking_model.reranking_provider_name,
model_name: datasetConfigs.reranking_model.reranking_model_name,
@ -93,14 +105,73 @@ const ConfigContent: FC<Props> = ({
})
}
const handleWeightedScoreChange = (value: { type: WeightedScoreEnum; value: number[] }) => {
const configs = {
...datasetConfigs,
weights: {
...datasetConfigs.weights!,
weight_type: value.type,
vector_setting: {
...datasetConfigs.weights!.vector_setting!,
vector_weight: value.value[0],
},
keyword_setting: {
keyword_weight: value.value[1],
},
},
}
onChange(configs)
}
const handleRerankModeChange = (mode: RerankingModeEnum) => {
onChange({
...datasetConfigs,
reranking_mode: mode,
})
}
const model = singleRetrievalConfig
const rerankingModeOptions = [
{
value: RerankingModeEnum.WeightedScore,
label: t('dataset.weightedScore.title'),
tips: t('dataset.weightedScore.description'),
},
{
value: RerankingModeEnum.RerankingModel,
label: t('common.modelProvider.rerankModel.key'),
tips: t('common.modelProvider.rerankModel.tip'),
},
]
const showWeightedScore = selectedDatasetsMode.allHighQuality
&& !selectedDatasetsMode.inconsistentEmbeddingModel
const showWeightedScorePanel = showWeightedScore && datasetConfigs.reranking_mode === RerankingModeEnum.WeightedScore && datasetConfigs.weights
const selectedRerankMode = datasetConfigs.reranking_mode || RerankingModeEnum.RerankingModel
const showRerankModel = useMemo(() => {
if (datasetConfigs.reranking_enable === false && selectedDatasetsMode.allEconomic)
return false
return true
}, [datasetConfigs.reranking_enable, selectedDatasetsMode.allEconomic])
return (
<div>
<div className='system-xl-semibold text-text-primary'>{t('dataset.retrievalSettings')}</div>
<div className='mt-2 space-y-3'>
<RadioCard
icon={<NTo1Retrieval className='shrink-0 mr-3 w-9 h-9 rounded-lg' />}
title={t('appDebug.datasetConfig.retrieveOneWay.title')}
title={(
<div className='flex items-center'>
{t('appDebug.datasetConfig.retrieveOneWay.title')}
<TooltipPlus popupContent={<div className='w-[320px]'>{t('dataset.nTo1RetrievalLegacy')}</div>}>
<div className='ml-1 flex items-center px-[5px] h-[18px] rounded-[5px] border border-text-accent-secondary system-2xs-medium-uppercase text-text-accent-secondary'>legacy</div>
</TooltipPlus>
</div>
)}
description={t('appDebug.datasetConfig.retrieveOneWay.description')}
isChosen={type === RETRIEVE_TYPE.oneWay}
onChosen={() => { setType(RETRIEVE_TYPE.oneWay) }}
@ -115,43 +186,152 @@ const ConfigContent: FC<Props> = ({
</div>
{type === RETRIEVE_TYPE.multiWay && (
<>
<div className='mt-6'>
<div className='leading-[32px] text-[13px] font-medium text-gray-900'>{t('common.modelProvider.rerankModel.key')}</div>
<div>
<ModelSelector
defaultModel={rerankModel && { provider: rerankModel?.provider_name, model: rerankModel?.model_name }}
onSelect={(v) => {
onChange({
...datasetConfigs,
reranking_model: {
reranking_provider_name: v.provider,
reranking_model_name: v.model,
},
})
}}
modelList={rerankModelList}
/>
</div>
</div>
<div className='mt-4 space-y-4'>
<TopKItem
value={datasetConfigs.top_k}
onChange={handleParamChange}
enable={true}
/>
<ScoreThresholdItem
value={datasetConfigs.score_threshold as number}
onChange={handleParamChange}
enable={datasetConfigs.score_threshold_enabled}
hasSwitch={true}
onSwitchChange={handleSwitch}
/>
<div className='mb-2 mt-4 h-[1px] bg-divider-subtle'></div>
<div
className='flex items-center mb-2 h-6 system-md-semibold text-text-secondary'
>
{t('dataset.rerankSettings')}
</div>
{
selectedDatasetsMode.inconsistentEmbeddingModel
&& (
<div className='mt-4 system-xs-regular text-text-warning'>
{t('dataset.inconsistentEmbeddingModelTip')}
</div>
)
}
{
selectedDatasetsMode.mixtureHighQualityAndEconomic
&& (
<div className='mt-4 system-xs-regular text-text-warning'>
{t('dataset.mixtureHighQualityAndEconomicTip')}
</div>
)
}
{
showWeightedScore && (
<div className='flex items-center justify-between'>
{
rerankingModeOptions.map(option => (
<div
key={option.value}
className={cn(
'flex items-center justify-center w-[calc((100%-8px)/2)] h-8 rounded-lg border border-components-option-card-option-border bg-components-option-card-option-bg cursor-pointer system-sm-medium text-text-secondary',
selectedRerankMode === option.value && 'border-[1.5px] border-components-option-card-option-selected-border bg-components-option-card-option-selected-bg text-text-primary',
)}
onClick={() => handleRerankModeChange(option.value)}
>
<div className='truncate'>{option.label}</div>
<TooltipPlus
popupContent={<div className='w-[200px]'>{option.tips}</div>}
hideArrow
>
<RiQuestionLine className='ml-0.5 w-3.5 h-4.5 text-text-quaternary' />
</TooltipPlus>
</div>
))
}
</div>
)
}
{
!showWeightedScorePanel && (
<div className='mt-2'>
<div className='flex items-center'>
{
selectedDatasetsMode.allEconomic && (
<Switch
size='md'
defaultValue={showRerankModel}
onChange={(v) => {
onChange({
...datasetConfigs,
reranking_enable: v,
})
}}
/>
)
}
<div className='ml-2 leading-[32px] text-[13px] font-medium text-gray-900'>{t('common.modelProvider.rerankModel.key')}</div>
<TooltipPlus popupContent={<div className="w-[200px]">{t('common.modelProvider.rerankModel.tip')}</div>}>
<RiQuestionLine className='ml-0.5 w-[14px] h-[14px] text-gray-400' />
</TooltipPlus>
</div>
<div>
<ModelSelector
defaultModel={rerankModel && { provider: rerankModel?.provider_name, model: rerankModel?.model_name }}
onSelect={(v) => {
onChange({
...datasetConfigs,
reranking_model: {
reranking_provider_name: v.provider,
reranking_model_name: v.model,
},
})
}}
modelList={rerankModelList}
/>
</div>
</div>
)
}
{
showWeightedScorePanel
&& (
<div className='mt-2 space-y-4'>
<WeightedScore
value={{
type: datasetConfigs.weights!.weight_type,
value: [
datasetConfigs.weights!.vector_setting.vector_weight,
datasetConfigs.weights!.keyword_setting.keyword_weight,
],
}}
onChange={handleWeightedScoreChange}
/>
<TopKItem
value={datasetConfigs.top_k}
onChange={handleParamChange}
enable={true}
/>
<ScoreThresholdItem
value={datasetConfigs.score_threshold as number}
onChange={handleParamChange}
enable={datasetConfigs.score_threshold_enabled}
hasSwitch={true}
onSwitchChange={handleSwitch}
/>
</div>
)
}
{
!showWeightedScorePanel
&& (
<div className='mt-4 space-y-4'>
<TopKItem
value={datasetConfigs.top_k}
onChange={handleParamChange}
enable={true}
/>
{
showRerankModel && (
<ScoreThresholdItem
value={datasetConfigs.score_threshold as number}
onChange={handleParamChange}
enable={datasetConfigs.score_threshold_enabled}
hasSwitch={true}
onSwitchChange={handleSwitch}
/>
)
}
</div>
)
}
</>
)}
{isInWorkflow && type === RETRIEVE_TYPE.oneWay && (
<div className='mt-6'>
<div className='mt-4'>
<div className='flex items-center space-x-0.5'>
<div className='leading-[32px] text-[13px] font-medium text-gray-900'>{t('common.modelProvider.systemReasoningModel.key')}</div>
<TooltipPlus
@ -180,4 +360,4 @@ const ConfigContent: FC<Props> = ({
</div >
)
}
export default React.memo(ConfigContent)
export default memo(ConfigContent)

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@ -1,29 +1,73 @@
'use client'
import type { FC } from 'react'
import { memo, useState } from 'react'
import { memo, useEffect, useState } from 'react'
import { useTranslation } from 'react-i18next'
import { useContext } from 'use-context-selector'
import { RiEqualizer2Line } from '@remixicon/react'
import ConfigContent from './config-content'
import cn from '@/utils/classnames'
import { Settings04 } from '@/app/components/base/icons/src/vender/line/general'
import ConfigContext from '@/context/debug-configuration'
import Modal from '@/app/components/base/modal'
import Button from '@/app/components/base/button'
import { RETRIEVE_TYPE } from '@/types/app'
import Toast from '@/app/components/base/toast'
import { DATASET_DEFAULT } from '@/config'
import { useModelListAndDefaultModelAndCurrentProviderAndModel } from '@/app/components/header/account-setting/model-provider-page/hooks'
import { ModelTypeEnum } from '@/app/components/header/account-setting/model-provider-page/declarations'
import type { DataSet } from '@/models/datasets'
import type { DatasetConfigs } from '@/models/debug'
import {
getMultipleRetrievalConfig,
getSelectedDatasetsMode,
} from '@/app/components/workflow/nodes/knowledge-retrieval/utils'
const ParamsConfig: FC = () => {
type ParamsConfigProps = {
disabled?: boolean
selectedDatasets: DataSet[]
}
const ParamsConfig = ({
disabled,
selectedDatasets,
}: ParamsConfigProps) => {
const { t } = useTranslation()
const [open, setOpen] = useState(false)
const {
datasetConfigs,
setDatasetConfigs,
rerankSettingModalOpen,
setRerankSettingModalOpen,
} = useContext(ConfigContext)
const [tempDataSetConfigs, setTempDataSetConfigs] = useState(datasetConfigs)
useEffect(() => {
const {
allEconomic,
} = getSelectedDatasetsMode(selectedDatasets)
const { datasets, retrieval_model, score_threshold_enabled, ...restConfigs } = datasetConfigs
let rerankEnable = restConfigs.reranking_enable
if (allEconomic && !restConfigs.reranking_model?.reranking_provider_name && rerankEnable === undefined)
rerankEnable = false
setTempDataSetConfigs({
...getMultipleRetrievalConfig({
top_k: restConfigs.top_k,
score_threshold: restConfigs.score_threshold,
reranking_model: restConfigs.reranking_model && {
provider: restConfigs.reranking_model.reranking_provider_name,
model: restConfigs.reranking_model.reranking_model_name,
},
reranking_mode: restConfigs.reranking_mode,
weights: restConfigs.weights,
reranking_enable: rerankEnable,
}, selectedDatasets),
reranking_model: restConfigs.reranking_model && {
reranking_provider_name: restConfigs.reranking_model.reranking_provider_name,
reranking_model_name: restConfigs.reranking_model.reranking_model_name,
},
retrieval_model,
score_threshold_enabled,
datasets,
})
}, [selectedDatasets, datasetConfigs])
const {
defaultModel: rerankDefaultModel,
currentModel: isRerankDefaultModelVaild,
@ -55,45 +99,68 @@ const ParamsConfig: FC = () => {
} as any
}
setDatasetConfigs(config)
setOpen(false)
setRerankSettingModalOpen(false)
}
const handleSetTempDataSetConfigs = (newDatasetConfigs: DatasetConfigs) => {
const { datasets, retrieval_model, score_threshold_enabled, ...restConfigs } = newDatasetConfigs
const retrievalConfig = getMultipleRetrievalConfig({
top_k: restConfigs.top_k,
score_threshold: restConfigs.score_threshold,
reranking_model: restConfigs.reranking_model && {
provider: restConfigs.reranking_model.reranking_provider_name,
model: restConfigs.reranking_model.reranking_model_name,
},
reranking_mode: restConfigs.reranking_mode,
weights: restConfigs.weights,
reranking_enable: restConfigs.reranking_enable,
}, selectedDatasets)
setTempDataSetConfigs({
...retrievalConfig,
reranking_model: restConfigs.reranking_model && {
reranking_provider_name: restConfigs.reranking_model.reranking_provider_name,
reranking_model_name: restConfigs.reranking_model.reranking_model_name,
},
retrieval_model,
score_threshold_enabled,
datasets,
})
}
return (
<div>
<div
className={cn('flex items-center rounded-md h-7 px-3 space-x-1 text-gray-700 cursor-pointer hover:bg-gray-200', open && 'bg-gray-200')}
<Button
variant='ghost'
size='small'
className={cn('h-7', rerankSettingModalOpen && 'bg-components-button-ghost-bg-hover')}
onClick={() => {
setTempDataSetConfigs({
...datasetConfigs,
top_k: datasetConfigs.top_k || DATASET_DEFAULT.top_k,
score_threshold: datasetConfigs.score_threshold || DATASET_DEFAULT.score_threshold,
})
setOpen(true)
setRerankSettingModalOpen(true)
}}
disabled={disabled}
>
<Settings04 className="w-[14px] h-[14px]" />
<div className='text-xs font-medium'>
{t('appDebug.datasetConfig.params')}
</div>
</div>
<RiEqualizer2Line className='mr-1 w-3.5 h-3.5' />
{t('dataset.retrievalSettings')}
</Button>
{
open && (
rerankSettingModalOpen && (
<Modal
isShow={open}
isShow={rerankSettingModalOpen}
onClose={() => {
setOpen(false)
setRerankSettingModalOpen(false)
}}
className='sm:min-w-[528px]'
title={t('appDebug.datasetConfig.settingTitle')}
>
<ConfigContent
datasetConfigs={tempDataSetConfigs}
onChange={setTempDataSetConfigs}
onChange={handleSetTempDataSetConfigs}
selectedDatasets={selectedDatasets}
/>
<div className='mt-6 flex justify-end'>
<Button className='mr-2 flex-shrink-0' onClick={() => {
setOpen(false)
setRerankSettingModalOpen(false)
}}>{t('common.operation.cancel')}</Button>
<Button variant='primary' className='flex-shrink-0' onClick={handleSave} >{t('common.operation.save')}</Button>
</div>

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@ -0,0 +1,112 @@
import { memo, useCallback } from 'react'
import { useTranslation } from 'react-i18next'
import {
DEFAULT_WEIGHTED_SCORE,
WeightedScoreEnum,
} from '@/models/datasets'
import Slider from '@/app/components/base/slider'
import cn from '@/utils/classnames'
const formatNumber = (value: number) => {
if (value > 0 && value < 1)
return `0.${value * 10}`
else if (value === 1)
return '1.0'
return value
}
type Value = {
type: WeightedScoreEnum
value: number[]
}
type WeightedScoreProps = {
value: Value
onChange: (value: Value) => void
}
const WeightedScore = ({
value,
onChange = () => {},
}: WeightedScoreProps) => {
const { t } = useTranslation()
const options = [
{
value: WeightedScoreEnum.SemanticFirst,
label: t('dataset.weightedScore.semanticFirst'),
},
{
value: WeightedScoreEnum.KeywordFirst,
label: t('dataset.weightedScore.keywordFirst'),
},
{
value: WeightedScoreEnum.Customized,
label: t('dataset.weightedScore.customized'),
},
]
const disabled = value.type !== WeightedScoreEnum.Customized
const handleTypeChange = useCallback((type: WeightedScoreEnum) => {
const result = { ...value, type }
if (type === WeightedScoreEnum.SemanticFirst)
result.value = [DEFAULT_WEIGHTED_SCORE.semanticFirst.semantic, DEFAULT_WEIGHTED_SCORE.semanticFirst.keyword]
if (type === WeightedScoreEnum.KeywordFirst)
result.value = [DEFAULT_WEIGHTED_SCORE.keywordFirst.semantic, DEFAULT_WEIGHTED_SCORE.keywordFirst.keyword]
onChange(result)
}, [value, onChange])
return (
<div>
<div className='flex items-center mb-1 space-x-4'>
{
options.map(option => (
<div
key={option.value}
className='flex py-1.5 max-w-[calc((100%-32px)/3)] system-sm-regular text-text-secondary cursor-pointer'
onClick={() => handleTypeChange(option.value)}
>
<div
className={cn(
'shrink-0 mr-2 w-4 h-4 bg-components-radio-bg border border-components-radio-border rounded-full shadow-xs',
value.type === option.value && 'border-[5px] border-components-radio-border-checked',
)}
></div>
<div className='truncate' title={option.label}>{option.label}</div>
</div>
))
}
</div>
<div className='flex items-center px-3 h-9 space-x-3 rounded-lg border border-components-panel-border'>
<div className='shrink-0 flex items-center w-[90px] system-xs-semibold-uppercase text-util-colors-blue-blue-500'>
<div className='mr-1 truncate uppercase' title={t('dataset.weightedScore.semantic') || ''}>
{t('dataset.weightedScore.semantic')}
</div>
{formatNumber(value.value[0])}
</div>
<Slider
className={cn('grow h-0.5 bg-gradient-to-r from-[#53B1FD] to-[#2ED3B7]', disabled && 'cursor-not-allowed')}
max={1.0}
min={0}
step={0.1}
value={value.value[0]}
onChange={v => onChange({ type: value.type, value: [v, (10 - v * 10) / 10] })}
disabled={disabled}
thumbClassName={cn(disabled && '!cursor-not-allowed')}
trackClassName='!bg-transparent'
/>
<div className='shrink-0 flex items-center justify-end w-[90px] system-xs-semibold-uppercase text-util-colors-cyan-cyan-500'>
{formatNumber(value.value[1])}
<div className='ml-1 truncate uppercase' title={t('dataset.weightedScore.keyword') || ''}>
{t('dataset.weightedScore.keyword')}
</div>
</div>
</div>
</div>
)
}
export default memo(WeightedScore)

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@ -13,7 +13,8 @@ import type { DataSet } from '@/models/datasets'
import Button from '@/app/components/base/button'
import { fetchDatasets } from '@/service/datasets'
import Loading from '@/app/components/base/loading'
import { formatNumber } from '@/utils/format'
import Badge from '@/app/components/base/badge'
import { useKnowledge } from '@/hooks/use-knowledge'
export type ISelectDataSetProps = {
isShow: boolean
@ -38,6 +39,7 @@ const SelectDataSet: FC<ISelectDataSetProps> = ({
const listRef = useRef<HTMLDivElement>(null)
const [page, setPage, getPage] = useGetState(1)
const [isNoMore, setIsNoMore] = useState(false)
const { formatIndexingTechniqueAndMethod } = useKnowledge()
useInfiniteScroll(
async () => {
@ -45,7 +47,7 @@ const SelectDataSet: FC<ISelectDataSetProps> = ({
const { data, has_more } = await fetchDatasets({ url: '/datasets', params: { page } })
setPage(getPage() + 1)
setIsNoMore(!has_more)
const newList = [...(datasets || []), ...data]
const newList = [...(datasets || []), ...data.filter(item => item.indexing_technique)]
setDataSets(newList)
setLoaded(true)
if (!selected.find(item => !item.name))
@ -136,14 +138,13 @@ const SelectDataSet: FC<ISelectDataSetProps> = ({
<span className='ml-1 shrink-0 px-1 border boder-gray-200 rounded-md text-gray-500 text-xs font-normal leading-[18px]'>{t('dataset.unavailable')}</span>
)}
</div>
<div className={cn('shrink-0 flex text-xs text-gray-500 overflow-hidden whitespace-nowrap', !item.embedding_available && 'opacity-50')}>
<span className='max-w-[100px] overflow-hidden text-ellipsis whitespace-nowrap'>{formatNumber(item.word_count)}</span>
{t('appDebug.feature.dataSet.words')}
<span className='px-0.5'>·</span>
<span className='max-w-[100px] min-w-[8px] overflow-hidden text-ellipsis whitespace-nowrap'>{formatNumber(item.document_count)} </span>
{t('appDebug.feature.dataSet.textBlocks')}
</div>
{
item.indexing_technique && (
<Badge
text={formatIndexingTechniqueAndMethod(item.indexing_technique, item.retrieval_model_dict?.search_method)}
/>
)
}
</div>
))}
</div>

View File

@ -259,7 +259,7 @@ const SettingsModal: FC<SettingsModalProps> = ({
{/* Retrieval Method Config */}
<div className={rowClass}>
<div className={labelClass}>
<div className={cn(labelClass, 'w-auto min-w-[168px]')}>
<div>
<div>{t('datasetSettings.form.retrievalSetting.title')}</div>
<div className='leading-[18px] text-xs font-normal text-gray-500'>
@ -268,7 +268,7 @@ const SettingsModal: FC<SettingsModalProps> = ({
</div>
</div>
</div>
<div className='w-[480px]'>
<div>
{indexMethod === 'high_quality'
? (
<RetrievalMethodConfig

View File

@ -46,7 +46,7 @@ import { fetchDatasets } from '@/service/datasets'
import { useProviderContext } from '@/context/provider-context'
import { AgentStrategy, AppType, ModelModeType, RETRIEVE_TYPE, Resolution, TransferMethod } from '@/types/app'
import { PromptMode } from '@/models/debug'
import { ANNOTATION_DEFAULT, DEFAULT_AGENT_SETTING, DEFAULT_CHAT_PROMPT_CONFIG, DEFAULT_COMPLETION_PROMPT_CONFIG } from '@/config'
import { ANNOTATION_DEFAULT, DATASET_DEFAULT, DEFAULT_AGENT_SETTING, DEFAULT_CHAT_PROMPT_CONFIG, DEFAULT_COMPLETION_PROMPT_CONFIG } from '@/config'
import SelectDataSet from '@/app/components/app/configuration/dataset-config/select-dataset'
import { useModalContext } from '@/context/modal-context'
import useBreakpoints, { MediaType } from '@/hooks/use-breakpoints'
@ -57,6 +57,10 @@ import { useTextGenerationCurrentProviderAndModelAndModelList } from '@/app/comp
import { fetchCollectionList } from '@/service/tools'
import { type Collection } from '@/app/components/tools/types'
import { useStore as useAppStore } from '@/app/components/app/store'
import {
getMultipleRetrievalConfig,
getSelectedDatasetsMode,
} from '@/app/components/workflow/nodes/knowledge-retrieval/utils'
type PublishConfig = {
modelConfig: ModelConfig
@ -174,14 +178,14 @@ const Configuration: FC = () => {
}, [])
const [datasetConfigs, setDatasetConfigs] = useState<DatasetConfigs>({
retrieval_model: RETRIEVE_TYPE.oneWay,
retrieval_model: RETRIEVE_TYPE.multiWay,
reranking_model: {
reranking_provider_name: '',
reranking_model_name: '',
},
top_k: 2,
top_k: DATASET_DEFAULT.top_k,
score_threshold_enabled: false,
score_threshold: 0.7,
score_threshold: DATASET_DEFAULT.score_threshold,
datasets: {
datasets: [],
},
@ -202,6 +206,7 @@ const Configuration: FC = () => {
const hasSetContextVar = !!contextVar
const [isShowSelectDataSet, { setTrue: showSelectDataSet, setFalse: hideSelectDataSet }] = useBoolean(false)
const selectedIds = dataSets.map(item => item.id)
const [rerankSettingModalOpen, setRerankSettingModalOpen] = useState(false)
const handleSelect = (data: DataSet[]) => {
if (isEqual(data.map(item => item.id), dataSets.map(item => item.id))) {
hideSelectDataSet()
@ -209,6 +214,7 @@ const Configuration: FC = () => {
}
formattingChangedDispatcher()
let newDatasets = data
if (data.find(item => !item.name)) { // has not loaded selected dataset
const newSelected = produce(data, (draft: any) => {
data.forEach((item, index) => {
@ -220,11 +226,45 @@ const Configuration: FC = () => {
})
})
setDataSets(newSelected)
newDatasets = newSelected
}
else {
setDataSets(data)
}
hideSelectDataSet()
const {
allEconomic,
mixtureHighQualityAndEconomic,
inconsistentEmbeddingModel,
} = getSelectedDatasetsMode(newDatasets)
if (allEconomic || mixtureHighQualityAndEconomic || inconsistentEmbeddingModel)
setRerankSettingModalOpen(true)
const { datasets, retrieval_model, score_threshold_enabled, ...restConfigs } = datasetConfigs
const retrievalConfig = getMultipleRetrievalConfig({
top_k: restConfigs.top_k,
score_threshold: restConfigs.score_threshold,
reranking_model: restConfigs.reranking_model && {
provider: restConfigs.reranking_model.reranking_provider_name,
model: restConfigs.reranking_model.reranking_model_name,
},
reranking_mode: restConfigs.reranking_mode,
weights: restConfigs.weights,
reranking_enable: restConfigs.reranking_enable,
}, newDatasets)
setDatasetConfigs({
...retrievalConfig,
reranking_model: restConfigs.reranking_model && {
reranking_provider_name: restConfigs.reranking_model.reranking_provider_name,
reranking_model_name: restConfigs.reranking_model.reranking_model_name,
},
retrieval_model,
score_threshold_enabled,
datasets,
})
}
const [isShowHistoryModal, { setTrue: showHistoryModal, setFalse: hideHistoryModal }] = useBoolean(false)
@ -509,7 +549,7 @@ const Configuration: FC = () => {
syncToPublishedConfig(config)
setPublishedConfig(config)
setDatasetConfigs({
retrieval_model: RETRIEVE_TYPE.oneWay,
retrieval_model: RETRIEVE_TYPE.multiWay,
...modelConfig.dataset_configs,
})
setHasFetchedDetail(true)
@ -744,6 +784,8 @@ const Configuration: FC = () => {
isShowVisionConfig,
visionConfig,
setVisionConfig: handleSetVisionConfig,
rerankSettingModalOpen,
setRerankSettingModalOpen,
}}
>
<>

View File

@ -0,0 +1,25 @@
import { memo } from 'react'
import cn from '@/utils/classnames'
type BadgeProps = {
className?: string
text: string
}
const Badge = ({
className,
text,
}: BadgeProps) => {
return (
<div
className={cn(
'inline-flex items-center px-[5px] h-5 rounded-[5px] border border-divider-deep system-2xs-medium-uppercase leading-3 text-text-tertiary',
className,
)}
>
{text}
</div>
)
}
export default memo(Badge)

View File

@ -2,46 +2,185 @@
@layer components {
.btn {
@apply inline-flex justify-center items-center border-[0.5px] font-medium cursor-pointer whitespace-nowrap shadow;
@apply inline-flex justify-center items-center cursor-pointer whitespace-nowrap;
}
.btn-disabled {
@apply opacity-60 cursor-not-allowed;
@apply cursor-not-allowed;
}
.btn-small {
@apply px-2 h-6 rounded-md text-xs
@apply px-2 h-6 rounded-md text-xs font-medium;
}
.btn-medium {
@apply px-3.5 h-8 rounded-lg text-[13px]
@apply px-3.5 h-8 rounded-lg text-[13px] leading-4 font-medium;
}
.btn-large {
@apply px-4 h-9 rounded-[10px] text-sm font-semibold
}
.btn-secondary {
@apply bg-white hover:bg-white/80 border-gray-200 hover:border-gray-300 text-gray-700;
}
.btn-secondary-accent {
@apply bg-white hover:bg-white/80 border-gray-200 hover:border-gray-300 text-primary-600;
@apply px-4 h-9 rounded-[10px] text-sm font-semibold;
}
.btn-primary {
@apply bg-primary-600 hover:bg-primary-700 text-white;
@apply
shadow
bg-components-button-primary-bg
border-components-button-primary-border
hover:bg-components-button-primary-bg-hover
hover:border-components-button-primary-border-hover
text-components-button-primary-text;
}
.btn-primary.btn-destructive {
@apply
bg-components-button-destructive-primary-bg
border-components-button-destructive-primary-border
hover:bg-components-button-destructive-primary-bg-hover
hover:border-components-button-destructive-primary-border-hover
text-components-button-destructive-primary-text;
}
.btn-primary.btn-disabled {
@apply
shadow-none
bg-components-button-primary-bg-disabled
border-components-button-primary-border-disabled
text-components-button-primary-text-disabled;
}
.btn-primary.btn-destructive.btn-disabled {
@apply
shadow-none
bg-components-button-destructive-primary-bg-disabled
border-components-button-destructive-primary-border-disabled
text-components-button-destructive-primary-text-disabled;
}
.btn-secondary {
@apply
border-[0.5px]
shadow-xs
bg-components-button-secondary-bg
border-components-button-secondary-border
hover:bg-components-button-secondary-bg-hover
hover:border-components-button-secondary-border-hover
text-components-button-secondary-text;
}
.btn-secondary.btn-disabled {
@apply
bg-components-button-secondary-bg-disabled
border-components-button-secondary-border-disabled
text-components-button-secondary-text-disabled;
}
.btn-secondary.btn-destructive {
@apply
bg-components-button-destructive-secondary-bg
border-components-button-destructive-secondary-border
hover:bg-components-button-destructive-secondary-bg-hover
hover:border-components-button-destructive-secondary-border-hover
text-components-button-destructive-secondary-text;
}
.btn-secondary.btn-destructive.btn-disabled {
@apply
bg-components-button-destructive-secondary-bg-disabled
border-components-button-destructive-secondary-border-disabled
text-components-button-destructive-secondary-text-disabled;
}
.btn-secondary-accent {
@apply
border-[0.5px]
shadow-xs
bg-components-button-secondary-bg
border-components-button-secondary-border
hover:bg-components-button-secondary-bg-hover
hover:border-components-button-secondary-border-hover
text-components-button-secondary-accent-text;
}
.btn-secondary-accent.btn-disabled {
@apply
bg-components-button-secondary-bg-disabled
border-components-button-secondary-border-disabled
text-components-button-secondary-accent-text-disabled;
}
.btn-warning {
@apply bg-red-600 hover:bg-red-700 text-white;
@apply
bg-components-button-destructive-primary-bg
border-components-button-destructive-primary-border
hover:bg-components-button-destructive-primary-bg-hover
hover:border-components-button-destructive-primary-border-hover
text-components-button-destructive-primary-text;
}
.btn-ghost {
@apply bg-transparent hover:bg-gray-200 border-transparent shadow-none text-gray-700;
.btn-warning.btn-disabled {
@apply
bg-components-button-destructive-primary-bg-disabled
border-components-button-destructive-primary-border-disabled
text-components-button-destructive-primary-text-disabled;
}
.btn-tertiary {
@apply bg-[#F2F4F7] hover:bg-[#E9EBF0] border-transparent shadow-none text-gray-700;
@apply
bg-components-button-tertiary-bg
hover:bg-components-button-tertiary-bg-hover
text-components-button-tertiary-text;
}
.btn-tertiary.btn-disabled {
@apply
bg-components-button-tertiary-bg-disabled
text-components-button-tertiary-text-disabled;
}
.btn-tertiary.btn-destructive {
@apply
bg-components-button-destructive-tertiary-bg
hover:bg-components-button-destructive-tertiary-bg-hover
text-components-button-destructive-tertiary-text;
}
.btn-tertiary.btn-destructive.btn-disabled {
@apply
bg-components-button-destructive-tertiary-bg-disabled
text-components-button-destructive-tertiary-text-disabled;
}
.btn-ghost {
@apply
hover:bg-components-button-ghost-bg-hover
text-components-button-ghost-text;
}
.btn-ghost.btn-disabled {
@apply
text-components-button-ghost-text-disabled;
}
.btn-ghost.btn-destructive {
@apply
hover:bg-components-button-destructive-ghost-bg-hover
text-components-button-destructive-ghost-text;
}
.btn-ghost.btn-destructive.btn-disabled {
@apply
text-components-button-destructive-ghost-text-disabled;
}
.btn-ghost-accent {
@apply
hover:bg-state-accent-hover
text-components-button-secondary-accent-text;
}
.btn-ghost-accent.btn-disabled {
@apply
text-components-button-secondary-accent-text-disabled;
}
}

View File

@ -14,6 +14,7 @@ const buttonVariants = cva(
'secondary': 'btn-secondary',
'secondary-accent': 'btn-secondary-accent',
'ghost': 'btn-ghost',
'ghost-accent': 'btn-ghost-accent',
'tertiary': 'btn-tertiary',
},
size: {
@ -30,16 +31,20 @@ const buttonVariants = cva(
)
export type ButtonProps = {
destructive?: boolean
loading?: boolean
styleCss?: CSSProperties
} & React.ButtonHTMLAttributes<HTMLButtonElement> & VariantProps<typeof buttonVariants>
const Button = React.forwardRef<HTMLButtonElement, ButtonProps>(
({ className, variant, size, loading, styleCss, children, ...props }, ref) => {
({ className, variant, size, destructive, loading, styleCss, children, ...props }, ref) => {
return (
<button
type='button'
className={classNames(buttonVariants({ variant, size, className }))}
className={classNames(
buttonVariants({ variant, size, className }),
destructive && 'btn-destructive',
)}
ref={ref}
style={styleCss}
{...props}

View File

@ -1,7 +1,6 @@
'use client'
import type { FC } from 'react'
import React from 'react'
import s from './style.module.css'
import cn from '@/utils/classnames'
type Props = {
@ -29,7 +28,12 @@ const RadioCard: FC<Props> = ({
chosenConfigWrapClassName,
}) => {
return (
<div className={cn(s.item, isChosen && s.active)}>
<div
className={cn(
'border border-components-option-card-option-border bg-components-option-card-option-bg rounded-xl hover:shadow-xs cursor-pointer',
isChosen && 'bg-components-option-card-option-selected-bg border-components-panel-border shadow-xs',
)}
>
<div className='flex py-3 pl-3 pr-4' onClick={onChosen}>
<div className={cn(iconBgClassName, 'mr-3 shrink-0 flex w-8 justify-center h-8 items-center rounded-lg')}>
{icon}
@ -40,12 +44,15 @@ const RadioCard: FC<Props> = ({
</div>
{!noRadio && (
<div className='shrink-0 flex items-center h-8'>
<div className={s.radio}></div>
<div className={cn(
'w-4 h-4 border border-components-radio-border bg-components-radio-bg shadow-xs rounded-full',
isChosen && 'border-[5px] border-components-radio-border-checked',
)}></div>
</div>
)}
</div>
{((isChosen && chosenConfig) || noRadio) && (
<div className={cn(chosenConfigWrapClassName, 'pt-2 px-14 pb-6 border-t border-gray-200')}>
<div className={cn(chosenConfigWrapClassName, 'p-3 border-t border-gray-200')}>
{chosenConfig}
</div>
)}

View File

@ -6,7 +6,7 @@ import cn from '@/utils/classnames'
type Props = {
className?: string
title: string
title: string | JSX.Element | null
description: string
isChosen: boolean
onChosen: () => void

View File

@ -1,25 +0,0 @@
.item {
@apply relative rounded-xl border border-gray-100 cursor-pointer;
background-color: #fcfcfd;
}
.item.active {
border-width: 1.5px;
border-color: #528BFF;
box-shadow: 0px 1px 3px rgba(16, 24, 40, 0.1), 0px 1px 2px rgba(16, 24, 40, 0.06);
}
.item:hover {
background-color: #ffffff;
border-color: #B2CCFF;
box-shadow: 0px 12px 16px -4px rgba(16, 24, 40, 0.08), 0px 4px 6px -2px rgba(16, 24, 40, 0.03);
}
.radio {
@apply w-4 h-4 border-[2px] border-gray-200 rounded-full;
}
.item.active .radio {
border-width: 5px;
border-color: #155EEF;
}

View File

@ -4,6 +4,8 @@ import './style.css'
type ISliderProps = {
className?: string
thumbClassName?: string
trackClassName?: string
value: number
max?: number
min?: number
@ -12,16 +14,26 @@ type ISliderProps = {
onChange: (value: number) => void
}
const Slider: React.FC<ISliderProps> = ({ className, max, min, step, value, disabled, onChange }) => {
const Slider: React.FC<ISliderProps> = ({
className,
thumbClassName,
trackClassName,
max,
min,
step,
value,
disabled,
onChange,
}) => {
return <ReactSlider
disabled={disabled}
value={isNaN(value) ? 0 : value}
min={min || 0}
max={max || 100}
step={step || 1}
className={cn(className, 'slider')}
thumbClassName="slider-thumb"
trackClassName="slider-track"
className={cn('slider', className)}
thumbClassName={cn('slider-thumb', thumbClassName)}
trackClassName={cn('slider-track', trackClassName)}
onChange={onChange}
/>
}

View File

@ -3,6 +3,7 @@ import type {
DefaultModelResponse,
Model,
} from '@/app/components/header/account-setting/model-provider-page/declarations'
import { RerankingModeEnum } from '@/models/datasets'
export const isReRankModelSelected = ({
rerankDefaultModel,
@ -32,7 +33,7 @@ export const isReRankModelSelected = ({
if (
indexMethod === 'high_quality'
&& (retrievalConfig.reranking_enable || retrievalConfig.search_method === RETRIEVE_METHOD.hybrid)
&& (retrievalConfig.search_method === RETRIEVE_METHOD.hybrid && retrievalConfig.reranking_mode !== RerankingModeEnum.WeightedScore)
&& !rerankModelSelected
)
return false

View File

@ -15,6 +15,11 @@ import type { RetrievalConfig } from '@/types/app'
import ModelSelector from '@/app/components/header/account-setting/model-provider-page/model-selector'
import { useModelListAndDefaultModel } from '@/app/components/header/account-setting/model-provider-page/hooks'
import { ModelTypeEnum } from '@/app/components/header/account-setting/model-provider-page/declarations'
import {
RerankingModeEnum,
WeightedScoreEnum,
} from '@/models/datasets'
import WeightedScore from '@/app/components/app/configuration/dataset-config/params-config/weighted-score'
type Props = {
type: RETRIEVE_METHOD
@ -34,6 +39,7 @@ const RetrievalParamConfig: FC<Props> = ({
defaultModel: rerankDefaultModel,
modelList: rerankModelList,
} = useModelListAndDefaultModel(ModelTypeEnum.rerank)
const isHybridSearch = type === RETRIEVE_METHOD.hybrid
const rerankModel = (() => {
if (value.reranking_model) {
@ -50,9 +56,47 @@ const RetrievalParamConfig: FC<Props> = ({
}
})()
const handleChangeRerankMode = (v: RerankingModeEnum) => {
if (v === value.reranking_mode)
return
const result = {
...value,
reranking_mode: v,
}
if (!result.weights && v === RerankingModeEnum.WeightedScore) {
result.weights = {
weight_type: WeightedScoreEnum.Customized,
vector_setting: {
vector_weight: 0.5,
embedding_provider_name: '',
embedding_model_name: '',
},
keyword_setting: {
keyword_weight: 0.5,
},
}
}
onChange(result)
}
const rerankingModeOptions = [
{
value: RerankingModeEnum.WeightedScore,
label: t('dataset.weightedScore.title'),
tips: t('dataset.weightedScore.description'),
},
{
value: RerankingModeEnum.RerankingModel,
label: t('common.modelProvider.rerankModel.key'),
tips: t('common.modelProvider.rerankModel.tip'),
},
]
return (
<div>
{!isEconomical && (
{!isEconomical && !isHybridSearch && (
<div>
<div className='flex h-8 items-center text-[13px] font-medium text-gray-900 space-x-2'>
{canToggleRerankModalEnable && (
@ -75,10 +119,10 @@ const RetrievalParamConfig: FC<Props> = ({
</div>
</div>
<ModelSelector
triggerClassName={`${!value.reranking_enable && type !== RETRIEVE_METHOD.hybrid && '!opacity-60 !cursor-not-allowed'}`}
triggerClassName={`${!value.reranking_enable && '!opacity-60 !cursor-not-allowed'}`}
defaultModel={rerankModel && { provider: rerankModel.provider_name, model: rerankModel.model_name }}
modelList={rerankModelList}
readonly={!value.reranking_enable && type !== RETRIEVE_METHOD.hybrid}
readonly={!value.reranking_enable}
onSelect={(v) => {
onChange({
...value,
@ -91,40 +135,152 @@ const RetrievalParamConfig: FC<Props> = ({
/>
</div>
)}
<div className={cn(!isEconomical && 'mt-4', 'flex space-between space-x-6')}>
<TopKItem
className='grow'
value={value.top_k}
onChange={(_key, v) => {
onChange({
...value,
top_k: v,
})
}}
enable={true}
/>
{(!isEconomical && !(value.search_method === RETRIEVE_METHOD.fullText && !value.reranking_enable)) && (
<ScoreThresholdItem
className='grow'
value={value.score_threshold}
onChange={(_key, v) => {
onChange({
...value,
score_threshold: v,
})
}}
enable={value.score_threshold_enabled}
hasSwitch={true}
onSwitchChange={(_key, v) => {
onChange({
...value,
score_threshold_enabled: v,
})
}}
/>
)}
</div>
{
!isHybridSearch && (
<div className={cn(!isEconomical && 'mt-4', 'flex space-between space-x-6')}>
<TopKItem
className='grow'
value={value.top_k}
onChange={(_key, v) => {
onChange({
...value,
top_k: v,
})
}}
enable={true}
/>
{(!isEconomical && !(value.search_method === RETRIEVE_METHOD.fullText && !value.reranking_enable)) && (
<ScoreThresholdItem
className='grow'
value={value.score_threshold}
onChange={(_key, v) => {
onChange({
...value,
score_threshold: v,
})
}}
enable={value.score_threshold_enabled}
hasSwitch={true}
onSwitchChange={(_key, v) => {
onChange({
...value,
score_threshold_enabled: v,
})
}}
/>
)}
</div>
)
}
{
isHybridSearch && (
<>
<div className='flex items-center justify-between'>
{
rerankingModeOptions.map(option => (
<div
key={option.value}
className={cn(
'flex items-center justify-center mb-4 w-[calc((100%-8px)/2)] h-8 rounded-lg border border-components-option-card-option-border bg-components-option-card-option-bg cursor-pointer system-sm-medium text-text-secondary',
value.reranking_mode === RerankingModeEnum.WeightedScore && option.value === RerankingModeEnum.WeightedScore && 'border-[1.5px] border-components-option-card-option-selected-border bg-components-option-card-option-selected-bg text-text-primary',
value.reranking_mode !== RerankingModeEnum.WeightedScore && option.value !== RerankingModeEnum.WeightedScore && 'border-[1.5px] border-components-option-card-option-selected-border bg-components-option-card-option-selected-bg text-text-primary',
)}
onClick={() => handleChangeRerankMode(option.value)}
>
<div className='truncate'>{option.label}</div>
<Tooltip
popupContent={<div className='w-[200px]'>{option.tips}</div>}
hideArrow
>
<RiQuestionLine className='ml-0.5 w-3.5 h-4.5 text-text-quaternary' />
</Tooltip>
</div>
))
}
</div>
{
value.reranking_mode === RerankingModeEnum.WeightedScore && (
<WeightedScore
value={{
type: value.weights!.weight_type,
value: [
value.weights!.vector_setting.vector_weight,
value.weights!.keyword_setting.keyword_weight,
],
}}
onChange={(v) => {
onChange({
...value,
weights: {
...value.weights!,
weight_type: v.type,
vector_setting: {
...value.weights!.vector_setting,
vector_weight: v.value[0],
},
keyword_setting: {
...value.weights!.keyword_setting,
keyword_weight: v.value[1],
},
},
})
}}
/>
)
}
{
value.reranking_mode !== RerankingModeEnum.WeightedScore && (
<ModelSelector
triggerClassName={`${!value.reranking_enable && '!opacity-60 !cursor-not-allowed'}`}
defaultModel={rerankModel && { provider: rerankModel.provider_name, model: rerankModel.model_name }}
modelList={rerankModelList}
readonly={!value.reranking_enable}
onSelect={(v) => {
onChange({
...value,
reranking_model: {
reranking_provider_name: v.provider,
reranking_model_name: v.model,
},
})
}}
/>
)
}
<div className={cn(!isEconomical && 'mt-4', 'flex space-between space-x-6')}>
<TopKItem
className='grow'
value={value.top_k}
onChange={(_key, v) => {
onChange({
...value,
top_k: v,
})
}}
enable={true}
/>
<ScoreThresholdItem
className='grow'
value={value.score_threshold}
onChange={(_key, v) => {
onChange({
...value,
score_threshold: v,
})
}}
enable={value.score_threshold_enabled}
hasSwitch={true}
onSwitchChange={(_key, v) => {
onChange({
...value,
score_threshold_enabled: v,
})
}}
/>
</div>
</>
)
}
</div>
)
}

View File

@ -113,6 +113,10 @@ const Form = () => {
retrievalConfig,
indexMethod,
})
if (postRetrievalConfig.weights) {
postRetrievalConfig.weights.vector_setting.embedding_provider_name = currentDataset?.embedding_model_provider || ''
postRetrievalConfig.weights.vector_setting.embedding_model_name = currentDataset?.embedding_model || ''
}
try {
setLoading(true)
const requestParams = {

View File

@ -22,7 +22,6 @@ const Icon = ({ svgString, active }: { svgString: string; active: boolean }) =>
return null
const parser = new DOMParser()
const doc = parser.parseFromString(svg, 'image/svg+xml')
console.log(doc.documentElement)
return doc.documentElement
}
useMount(() => {

View File

@ -4,15 +4,17 @@ import React, { useCallback } from 'react'
import { useBoolean } from 'ahooks'
import {
RiDeleteBinLine,
RiEditLine,
} from '@remixicon/react'
import type { DataSet } from '@/models/datasets'
import { DataSourceType } from '@/models/datasets'
import { Settings01 } from '@/app/components/base/icons/src/vender/line/general'
import FileIcon from '@/app/components/base/file-icon'
import { Folder } from '@/app/components/base/icons/src/vender/solid/files'
import SettingsModal from '@/app/components/app/configuration/dataset-config/settings-modal'
import Drawer from '@/app/components/base/drawer'
import useBreakpoints, { MediaType } from '@/hooks/use-breakpoints'
import Badge from '@/app/components/base/badge'
import { useKnowledge } from '@/hooks/use-knowledge'
type Props = {
payload: DataSet
@ -29,6 +31,7 @@ const DatasetItem: FC<Props> = ({
}) => {
const media = useBreakpoints()
const isMobile = media === MediaType.mobile
const { formatIndexingTechniqueAndMethod } = useKnowledge()
const [isShowSettingsModal, {
setTrue: showSettingsModal,
@ -62,7 +65,7 @@ const DatasetItem: FC<Props> = ({
className='flex items-center justify-center w-6 h-6 hover:bg-black/5 rounded-md cursor-pointer'
onClick={showSettingsModal}
>
<Settings01 className='w-4 h-4 text-gray-500' />
<RiEditLine className='w-4 h-4 text-gray-500' />
</div>
<div
className='flex items-center justify-center w-6 h-6 hover:bg-black/5 rounded-md cursor-pointer'
@ -72,6 +75,10 @@ const DatasetItem: FC<Props> = ({
</div>
</div>
)}
<Badge
className='group-hover/dataset-item:hidden shrink-0'
text={formatIndexingTechniqueAndMethod(payload.indexing_technique, payload.retrieval_model_dict?.search_method)}
/>
{isShowSettingsModal && (
<Drawer isOpen={isShowSettingsModal} onClose={hideSettingsModal} footer={null} mask={isMobile} panelClassname='mt-16 mx-2 sm:mr-2 mb-3 !p-0 !max-w-[640px] rounded-xl'>

View File

@ -1,8 +1,8 @@
'use client'
import type { FC } from 'react'
import React, { useCallback, useState } from 'react'
import { RiEqualizer2Line } from '@remixicon/react'
import { useTranslation } from 'react-i18next'
import { RiArrowDownSLine } from '@remixicon/react'
import type { MultipleRetrievalConfig, SingleRetrievalConfig } from '../types'
import type { ModelConfig } from '../../../types'
import cn from '@/utils/classnames'
@ -16,10 +16,9 @@ import { RETRIEVE_TYPE } from '@/types/app'
import { DATASET_DEFAULT } from '@/config'
import { useModelListAndDefaultModelAndCurrentProviderAndModel } from '@/app/components/header/account-setting/model-provider-page/hooks'
import { ModelTypeEnum } from '@/app/components/header/account-setting/model-provider-page/declarations'
import type {
DatasetConfigs,
} from '@/models/debug'
import Button from '@/app/components/base/button'
import type { DatasetConfigs } from '@/models/debug'
import type { DataSet } from '@/models/datasets'
type Props = {
payload: {
@ -33,6 +32,9 @@ type Props = {
onSingleRetrievalModelChange?: (config: ModelConfig) => void
onSingleRetrievalModelParamsChange?: (config: ModelConfig) => void
readonly?: boolean
openFromProps?: boolean
onOpenFromPropsChange?: (openFromProps: boolean) => void
selectedDatasets: DataSet[]
}
const RetrievalConfig: FC<Props> = ({
@ -43,10 +45,18 @@ const RetrievalConfig: FC<Props> = ({
onSingleRetrievalModelChange,
onSingleRetrievalModelParamsChange,
readonly,
openFromProps,
onOpenFromPropsChange,
selectedDatasets,
}) => {
const { t } = useTranslation()
const [open, setOpen] = useState(false)
const mergedOpen = openFromProps !== undefined ? openFromProps : open
const handleOpen = useCallback((newOpen: boolean) => {
setOpen(newOpen)
onOpenFromPropsChange?.(newOpen)
}, [onOpenFromPropsChange])
const {
defaultModel: rerankDefaultModel,
@ -72,16 +82,18 @@ const RetrievalConfig: FC<Props> = ({
provider: configs.reranking_model?.reranking_provider_name,
model: configs.reranking_model?.reranking_model_name,
}),
reranking_mode: configs.reranking_mode,
weights: configs.weights as any,
reranking_enable: configs.reranking_enable,
})
}, [onMultipleRetrievalConfigChange, payload.retrieval_mode, rerankDefaultModel?.provider?.provider, rerankDefaultModel?.model, onRetrievalModeChange])
return (
<PortalToFollowElem
open={open}
onOpenChange={setOpen}
open={mergedOpen}
onOpenChange={handleOpen}
placement='bottom-end'
offset={{
// mainAxis: 12,
crossAxis: -2,
}}
>
@ -89,13 +101,18 @@ const RetrievalConfig: FC<Props> = ({
onClick={() => {
if (readonly)
return
setOpen(v => !v)
handleOpen(!mergedOpen)
}}
>
<div className={cn(!readonly && 'cursor-pointer', open && 'bg-gray-100', 'flex items-center h-6 px-2 rounded-md hover:bg-gray-100 group select-none')}>
<div className={cn(open ? 'text-gray-700' : 'text-gray-500', 'leading-[18px] text-xs font-medium group-hover:bg-gray-100')}>{payload.retrieval_mode === RETRIEVE_TYPE.oneWay ? t('appDebug.datasetConfig.retrieveOneWay.title') : t('appDebug.datasetConfig.retrieveMultiWay.title')}</div>
{!readonly && <RiArrowDownSLine className='w-3 h-3 ml-1' />}
</div>
<Button
variant='ghost'
size='small'
disabled={readonly}
className={cn(open && 'bg-components-button-ghost-bg-hover')}
>
<RiEqualizer2Line className='mr-1 w-3.5 h-3.5' />
{t('dataset.retrievalSettings')}
</Button>
</PortalToFollowElemTrigger>
<PortalToFollowElemContent style={{ zIndex: 1001 }}>
<div className='w-[404px] pt-3 pb-4 px-4 shadow-xl rounded-2xl border border-gray-200 bg-white'>
@ -103,21 +120,24 @@ const RetrievalConfig: FC<Props> = ({
datasetConfigs={
{
retrieval_model: payload.retrieval_mode,
reranking_model: !multiple_retrieval_config?.reranking_model?.provider
reranking_model: multiple_retrieval_config?.reranking_model?.provider
? {
reranking_provider_name: rerankDefaultModel?.provider?.provider || '',
reranking_model_name: rerankDefaultModel?.model || '',
reranking_provider_name: multiple_retrieval_config.reranking_model?.provider,
reranking_model_name: multiple_retrieval_config.reranking_model?.model,
}
: {
reranking_provider_name: multiple_retrieval_config?.reranking_model?.provider || '',
reranking_model_name: multiple_retrieval_config?.reranking_model?.model || '',
reranking_provider_name: '',
reranking_model_name: '',
},
top_k: multiple_retrieval_config?.top_k || DATASET_DEFAULT.top_k,
score_threshold_enabled: !(multiple_retrieval_config?.score_threshold === undefined || multiple_retrieval_config?.score_threshold === null),
score_threshold_enabled: !(multiple_retrieval_config?.score_threshold === undefined || multiple_retrieval_config.score_threshold === null),
score_threshold: multiple_retrieval_config?.score_threshold,
datasets: {
datasets: [],
},
reranking_mode: multiple_retrieval_config?.reranking_mode,
weights: multiple_retrieval_config?.weights,
reranking_enable: multiple_retrieval_config?.reranking_enable,
}
}
onChange={handleChange}
@ -125,6 +145,7 @@ const RetrievalConfig: FC<Props> = ({
singleRetrievalModelConfig={singleRetrievalModelConfig}
onSingleRetrievalModelChange={onSingleRetrievalModelChange}
onSingleRetrievalModelParamsChange={onSingleRetrievalModelParamsChange}
selectedDatasets={selectedDatasets}
/>
</div>
</PortalToFollowElemContent>

View File

@ -2,7 +2,7 @@ import { BlockEnum } from '../../types'
import type { NodeDefault } from '../../types'
import type { KnowledgeRetrievalNodeType } from './types'
import { ALL_CHAT_AVAILABLE_BLOCKS, ALL_COMPLETION_AVAILABLE_BLOCKS } from '@/app/components/workflow/constants'
import { DATASET_DEFAULT } from '@/config'
import { RETRIEVE_TYPE } from '@/types/app'
const i18nPrefix = 'workflow'
@ -10,7 +10,12 @@ const nodeDefault: NodeDefault<KnowledgeRetrievalNodeType> = {
defaultValue: {
query_variable_selector: [],
dataset_ids: [],
retrieval_mode: RETRIEVE_TYPE.oneWay,
retrieval_mode: RETRIEVE_TYPE.multiWay,
multiple_retrieval_config: {
top_k: DATASET_DEFAULT.top_k,
score_threshold: undefined,
reranking_enable: false,
},
},
getAvailablePrevNodes(isChatMode: boolean) {
const nodes = isChatMode

View File

@ -0,0 +1,14 @@
import { useMemo } from 'react'
import { getSelectedDatasetsMode } from './utils'
import type {
DataSet,
SelectedDatasetsMode,
} from '@/models/datasets'
export const useSelectedDatasetsMode = (datasets: DataSet[]) => {
const selectedDatasetsMode: SelectedDatasetsMode = useMemo(() => {
return getSelectedDatasetsMode(datasets)
}, [datasets])
return selectedDatasetsMode
}

View File

@ -1,5 +1,8 @@
import type { FC } from 'react'
import React from 'react'
import {
memo,
useCallback,
} from 'react'
import { useTranslation } from 'react-i18next'
import VarReferencePicker from '../_base/components/variable/var-reference-picker'
import useConfig from './use-config'
@ -41,8 +44,14 @@ const Panel: FC<NodePanelProps<KnowledgeRetrievalNodeType>> = ({
query,
setQuery,
runResult,
rerankModelOpen,
setRerankModelOpen,
} = useConfig(id, data)
const handleOpenFromPropsChange = useCallback((openFromProps: boolean) => {
setRerankModelOpen(openFromProps)
}, [setRerankModelOpen])
return (
<div className='mt-2'>
<div className='px-4 pb-4 space-y-4'>
@ -75,7 +84,10 @@ const Panel: FC<NodePanelProps<KnowledgeRetrievalNodeType>> = ({
singleRetrievalModelConfig={inputs.single_retrieval_config?.model}
onSingleRetrievalModelChange={handleModelChanged as any}
onSingleRetrievalModelParamsChange={handleCompletionParamsChange}
readonly={readOnly}
readonly={readOnly || !selectedDatasets.length}
openFromProps={rerankModelOpen}
onOpenFromPropsChange={handleOpenFromPropsChange}
selectedDatasets={selectedDatasets}
/>
{!readOnly && (<div className='w-px h-3 bg-gray-200'></div>)}
{!readOnly && (
@ -162,4 +174,4 @@ const Panel: FC<NodePanelProps<KnowledgeRetrievalNodeType>> = ({
)
}
export default React.memo(Panel)
export default memo(Panel)

View File

@ -1,5 +1,9 @@
import type { CommonNodeType, ModelConfig, ValueSelector } from '@/app/components/workflow/types'
import type { RETRIEVE_TYPE } from '@/types/app'
import type {
RerankingModeEnum,
WeightedScoreEnum,
} from '@/models/datasets'
export type MultipleRetrievalConfig = {
top_k: number
@ -8,6 +12,19 @@ export type MultipleRetrievalConfig = {
provider: string
model: string
}
reranking_mode?: RerankingModeEnum
weights?: {
weight_type: WeightedScoreEnum
vector_setting: {
vector_weight: number
embedding_provider_name: string
embedding_model_name: string
}
keyword_setting: {
keyword_weight: number
}
}
reranking_enable?: boolean
}
export type SingleRetrievalConfig = {

View File

@ -1,4 +1,9 @@
import { useCallback, useEffect, useRef, useState } from 'react'
import {
useCallback,
useEffect,
useRef,
useState,
} from 'react'
import produce from 'immer'
import { isEqual } from 'lodash-es'
import type { ValueSelector, Var } from '../../types'
@ -8,6 +13,10 @@ import {
useWorkflow,
} from '../../hooks'
import type { KnowledgeRetrievalNodeType, MultipleRetrievalConfig } from './types'
import {
getMultipleRetrievalConfig,
getSelectedDatasetsMode,
} from './utils'
import { RETRIEVE_TYPE } from '@/types/app'
import { DATASET_DEFAULT } from '@/config'
import type { DataSet } from '@/models/datasets'
@ -126,34 +135,20 @@ const useConfig = (id: string, payload: KnowledgeRetrievalNodeType) => {
draft.multiple_retrieval_config = {
top_k: multipleRetrievalConfig?.top_k || DATASET_DEFAULT.top_k,
score_threshold: multipleRetrievalConfig?.score_threshold,
reranking_model: payload.retrieval_mode === RETRIEVE_TYPE.oneWay
? undefined
: (!multipleRetrievalConfig?.reranking_model?.provider
? {
provider: rerankDefaultModel?.provider?.provider || '',
model: rerankDefaultModel?.model || '',
}
: multipleRetrievalConfig?.reranking_model),
reranking_model: multipleRetrievalConfig?.reranking_model,
}
})
setInputs(newInput)
// eslint-disable-next-line react-hooks/exhaustive-deps
}, [currentProvider?.provider, currentModel, rerankDefaultModel])
const [selectedDatasets, setSelectedDatasets] = useState<DataSet[]>([])
const [rerankModelOpen, setRerankModelOpen] = useState(false)
const handleRetrievalModeChange = useCallback((newMode: RETRIEVE_TYPE) => {
const newInputs = produce(inputs, (draft) => {
draft.retrieval_mode = newMode
if (newMode === RETRIEVE_TYPE.multiWay) {
draft.multiple_retrieval_config = {
top_k: draft.multiple_retrieval_config?.top_k || DATASET_DEFAULT.top_k,
score_threshold: draft.multiple_retrieval_config?.score_threshold,
reranking_model: !draft.multiple_retrieval_config?.reranking_model?.provider
? {
provider: rerankDefaultModel?.provider?.provider || '',
model: rerankDefaultModel?.model || '',
}
: draft.multiple_retrieval_config?.reranking_model,
}
const multipleRetrievalConfig = draft.multiple_retrieval_config
draft.multiple_retrieval_config = getMultipleRetrievalConfig(multipleRetrievalConfig!, selectedDatasets)
}
else {
const hasSetModel = draft.single_retrieval_config?.model?.provider
@ -170,17 +165,16 @@ const useConfig = (id: string, payload: KnowledgeRetrievalNodeType) => {
}
})
setInputs(newInputs)
}, [currentModel?.model, currentModel?.model_properties?.mode, currentProvider?.provider, inputs, rerankDefaultModel?.model, rerankDefaultModel?.provider?.provider, setInputs])
}, [currentModel?.model, currentModel?.model_properties?.mode, currentProvider?.provider, inputs, setInputs, selectedDatasets])
const handleMultipleRetrievalConfigChange = useCallback((newConfig: MultipleRetrievalConfig) => {
const newInputs = produce(inputs, (draft) => {
draft.multiple_retrieval_config = newConfig
draft.multiple_retrieval_config = getMultipleRetrievalConfig(newConfig!, selectedDatasets)
})
setInputs(newInputs)
}, [inputs, setInputs])
}, [inputs, setInputs, selectedDatasets])
// datasets
const [selectedDatasets, setSelectedDatasets] = useState<DataSet[]>([])
useEffect(() => {
(async () => {
const inputs = inputRef.current
@ -210,12 +204,25 @@ const useConfig = (id: string, payload: KnowledgeRetrievalNodeType) => {
}, [])
const handleOnDatasetsChange = useCallback((newDatasets: DataSet[]) => {
const {
allEconomic,
mixtureHighQualityAndEconomic,
inconsistentEmbeddingModel,
} = getSelectedDatasetsMode(newDatasets)
const newInputs = produce(inputs, (draft) => {
draft.dataset_ids = newDatasets.map(d => d.id)
if (payload.retrieval_mode === RETRIEVE_TYPE.multiWay && newDatasets.length > 0) {
const multipleRetrievalConfig = draft.multiple_retrieval_config
draft.multiple_retrieval_config = getMultipleRetrievalConfig(multipleRetrievalConfig!, newDatasets)
}
})
setInputs(newInputs)
setSelectedDatasets(newDatasets)
}, [inputs, setInputs])
if (allEconomic || mixtureHighQualityAndEconomic || inconsistentEmbeddingModel)
setRerankModelOpen(true)
}, [inputs, setInputs, payload.retrieval_mode])
const filterVar = useCallback((varPayload: Var) => {
return varPayload.type === VarType.string
@ -266,6 +273,8 @@ const useConfig = (id: string, payload: KnowledgeRetrievalNodeType) => {
query,
setQuery,
runResult,
rerankModelOpen,
setRerankModelOpen,
}
}

View File

@ -1,5 +1,124 @@
import type { KnowledgeRetrievalNodeType } from './types'
import { uniq } from 'lodash-es'
import type { MultipleRetrievalConfig } from './types'
import type {
DataSet,
SelectedDatasetsMode,
} from '@/models/datasets'
import {
DEFAULT_WEIGHTED_SCORE,
RerankingModeEnum,
WeightedScoreEnum,
} from '@/models/datasets'
import { RETRIEVE_METHOD } from '@/types/app'
import { DATASET_DEFAULT } from '@/config'
export const checkNodeValid = (payload: KnowledgeRetrievalNodeType) => {
export const checkNodeValid = () => {
return true
}
export const getSelectedDatasetsMode = (datasets: DataSet[]) => {
let allHighQuality = true
let allHighQualityVectorSearch = true
let allHighQualityFullTextSearch = true
let allEconomic = true
let mixtureHighQualityAndEconomic = true
let inconsistentEmbeddingModel = false
if (!datasets.length) {
allHighQuality = false
allHighQualityVectorSearch = false
allHighQualityFullTextSearch = false
allEconomic = false
mixtureHighQualityAndEconomic = false
inconsistentEmbeddingModel = false
}
datasets.forEach((dataset) => {
if (dataset.indexing_technique === 'economy') {
allHighQuality = false
allHighQualityVectorSearch = false
allHighQualityFullTextSearch = false
}
if (dataset.indexing_technique === 'high_quality') {
allEconomic = false
if (dataset.retrieval_model_dict.search_method !== RETRIEVE_METHOD.semantic)
allHighQualityVectorSearch = false
if (dataset.retrieval_model_dict.search_method !== RETRIEVE_METHOD.fullText)
allHighQualityFullTextSearch = false
}
})
if (allHighQuality || allEconomic)
mixtureHighQualityAndEconomic = false
if (allHighQuality)
inconsistentEmbeddingModel = uniq(datasets.map(item => item.embedding_model)).length > 1
return {
allHighQuality,
allHighQualityVectorSearch,
allHighQualityFullTextSearch,
allEconomic,
mixtureHighQualityAndEconomic,
inconsistentEmbeddingModel,
} as SelectedDatasetsMode
}
export const getMultipleRetrievalConfig = (multipleRetrievalConfig: MultipleRetrievalConfig, selectedDatasets: DataSet[]) => {
const {
allHighQuality,
allHighQualityVectorSearch,
allHighQualityFullTextSearch,
allEconomic,
mixtureHighQualityAndEconomic,
inconsistentEmbeddingModel,
} = getSelectedDatasetsMode(selectedDatasets)
const {
top_k = DATASET_DEFAULT.top_k,
score_threshold,
reranking_mode,
reranking_model,
weights,
reranking_enable,
} = multipleRetrievalConfig || { top_k: DATASET_DEFAULT.top_k }
const result = {
top_k,
score_threshold,
reranking_mode,
reranking_model,
weights,
reranking_enable,
}
if (allEconomic || mixtureHighQualityAndEconomic || inconsistentEmbeddingModel)
result.reranking_mode = RerankingModeEnum.RerankingModel
if (allHighQuality && !inconsistentEmbeddingModel && reranking_mode === undefined)
result.reranking_mode = RerankingModeEnum.WeightedScore
if (allHighQuality && !inconsistentEmbeddingModel && (reranking_mode === RerankingModeEnum.WeightedScore || reranking_mode === undefined) && !weights) {
result.weights = {
weight_type: WeightedScoreEnum.Customized,
vector_setting: {
vector_weight: allHighQualityVectorSearch
? DEFAULT_WEIGHTED_SCORE.allHighQualityVectorSearch.semantic
: allHighQualityFullTextSearch
? DEFAULT_WEIGHTED_SCORE.allHighQualityFullTextSearch.semantic
: DEFAULT_WEIGHTED_SCORE.other.semantic,
embedding_provider_name: selectedDatasets[0].embedding_model_provider,
embedding_model_name: selectedDatasets[0].embedding_model,
},
keyword_setting: {
keyword_weight: allHighQualityVectorSearch
? DEFAULT_WEIGHTED_SCORE.allHighQualityVectorSearch.keyword
: allHighQualityFullTextSearch
? DEFAULT_WEIGHTED_SCORE.allHighQualityFullTextSearch.keyword
: DEFAULT_WEIGHTED_SCORE.other.keyword,
},
}
}
return result
}

View File

@ -138,8 +138,8 @@ export const appDefaultIconBackground = '#D5F5F6'
export const NEED_REFRESH_APP_LIST_KEY = 'needRefreshAppList'
export const DATASET_DEFAULT = {
top_k: 2,
score_threshold: 0.5,
top_k: 4,
score_threshold: 0.8,
}
export const APP_PAGE_LIMIT = 10

View File

@ -97,6 +97,8 @@ type IDebugConfiguration = {
isShowVisionConfig: boolean
visionConfig: VisionSettings
setVisionConfig: (visionConfig: VisionSettings, noNotice?: boolean) => void
rerankSettingModalOpen: boolean
setRerankSettingModalOpen: (rerankSettingModalOpen: boolean) => void
}
const DebugConfigurationContext = createContext<IDebugConfiguration>({
@ -217,7 +219,7 @@ const DebugConfigurationContext = createContext<IDebugConfiguration>({
showSelectDataSet: () => { },
setDataSets: () => { },
datasetConfigs: {
retrieval_model: RETRIEVE_TYPE.oneWay,
retrieval_model: RETRIEVE_TYPE.multiWay,
reranking_model: {
reranking_provider_name: '',
reranking_model_name: '',
@ -239,6 +241,8 @@ const DebugConfigurationContext = createContext<IDebugConfiguration>({
transfer_methods: [TransferMethod.remote_url],
},
setVisionConfig: () => { },
rerankSettingModalOpen: false,
setRerankSettingModalOpen: () => { },
})
export const useDebugConfigurationContext = () => useContext(DebugConfigurationContext)

View File

@ -0,0 +1,29 @@
import { useCallback } from 'react'
import { useTranslation } from 'react-i18next'
export const useKnowledge = () => {
const { t } = useTranslation()
const formatIndexingTechnique = useCallback((indexingTechnique: string) => {
return t(`dataset.indexingTechnique.${indexingTechnique}`)
}, [t])
const formatIndexingMethod = useCallback((indexingMethod: string) => {
return t(`dataset.indexingMethod.${indexingMethod}`)
}, [t])
const formatIndexingTechniqueAndMethod = useCallback((indexingTechnique: string, indexingMethod: string) => {
let result = formatIndexingTechnique(indexingTechnique)
if (indexingMethod)
result += ` · ${formatIndexingMethod(indexingMethod)}`
return result
}, [formatIndexingTechnique, formatIndexingMethod])
return {
formatIndexingTechnique,
formatIndexingMethod,
formatIndexingTechniqueAndMethod,
}
}

View File

@ -45,6 +45,29 @@ const translation = {
},
docsFailedNotice: 'documents failed to be indexed',
retry: 'Retry',
indexingTechnique: {
high_quality: 'HQ',
economy: 'ECO',
},
indexingMethod: {
semantic_search: 'VECTOR',
full_text_search: 'FULL TEXT',
hybrid_search: 'HYBRID',
},
mixtureHighQualityAndEconomicTip: 'The Rerank model is required for mixture of high quality and economical knowledge bases.',
inconsistentEmbeddingModelTip: 'The Rerank model is required if the Embedding models of the selected knowledge bases are inconsistent.',
retrievalSettings: 'Retrieval Setting',
rerankSettings: 'Rerank Setting',
weightedScore: {
title: 'Weighted Score',
description: 'By adjusting the weights assigned this rerank strategy determines whether to prioritize semantic or keyword matching.',
semanticFirst: 'Semantic first',
keywordFirst: 'Keyword first',
customized: 'Customized',
semantic: 'Semantic',
keyword: 'Keyword',
},
nTo1RetrievalLegacy: 'According to product planning, N-to-1 retrieval will be officially deprecated in September. Until then you can still use it normally.',
}
export default translation

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@ -45,6 +45,29 @@ const translation = {
},
docsFailedNotice: '文档无法被索引',
retry: '重试',
indexingTechnique: {
high_quality: '高质量',
economy: '经济',
},
indexingMethod: {
semantic_search: '向量检索',
full_text_search: '全文检索',
hybrid_search: '混合检索',
},
mixtureHighQualityAndEconomicTip: '混合使用高质量和经济型知识库需要配置 Rerank 模型。',
inconsistentEmbeddingModelTip: '当所选知识库配置的 Embedding 模型不一致时,需要配置 Rerank 模型。',
retrievalSettings: '召回设置',
rerankSettings: 'Rerank 设置',
weightedScore: {
title: '权重设置',
description: '通过调整分配的权重,重新排序策略确定是优先进行语义匹配还是关键字匹配。',
semanticFirst: '语义优先',
keywordFirst: '关键词优先',
customized: '自定义',
semantic: '语义',
keyword: '关键词',
},
nTo1RetrievalLegacy: '根据产品规划N 选 1 召回将于 9 月正式弃用。在那之前,您仍然可以正常使用它。',
}
export default translation

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@ -449,3 +449,46 @@ export type ErrorDocsResponse = {
data: IndexingStatusResponse[]
total: number
}
export type SelectedDatasetsMode = {
allHighQuality: boolean
allHighQualityVectorSearch: boolean
allHighQualityFullTextSearch: boolean
allEconomic: boolean
mixtureHighQualityAndEconomic: boolean
inconsistentEmbeddingModel: boolean
}
export enum WeightedScoreEnum {
SemanticFirst = 'semantic_first',
KeywordFirst = 'keyword_first',
Customized = 'customized',
}
export enum RerankingModeEnum {
RerankingModel = 'reranking_model',
WeightedScore = 'weighted_score',
}
export const DEFAULT_WEIGHTED_SCORE = {
allHighQualityVectorSearch: {
semantic: 1.0,
keyword: 0,
},
allHighQualityFullTextSearch: {
semantic: 0,
keyword: 1.0,
},
semanticFirst: {
semantic: 0.7,
keyword: 0.3,
},
keywordFirst: {
semantic: 0.3,
keyword: 0.7,
},
other: {
semantic: 0.7,
keyword: 0.3,
},
}

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@ -1,4 +1,8 @@
import type { AgentStrategy, ModelModeType, RETRIEVE_TYPE, ToolItem, TtsAutoPlay } from '@/types/app'
import type {
RerankingModeEnum,
WeightedScoreEnum,
} from '@/models/datasets'
export type Inputs = Record<string, string | number | object>
export enum PromptMode {
@ -144,13 +148,26 @@ export type DatasetConfigs = {
}
top_k: number
score_threshold_enabled: boolean
score_threshold?: number | null
score_threshold: number | null | undefined
datasets: {
datasets: {
enabled: boolean
id: string
}[]
}
reranking_mode?: RerankingModeEnum
weights?: {
weight_type: WeightedScoreEnum
vector_setting: {
vector_weight: number
embedding_provider_name: string
embedding_model_name: string
}
keyword_setting: {
keyword_weight: number
}
}
reranking_enable?: boolean
}
export type DebugRequestBody = {

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@ -2,6 +2,10 @@ import type { AnnotationReplyConfig, ChatPromptConfig, CompletionPromptConfig, D
import type { CollectionType } from '@/app/components/tools/types'
import type { LanguagesSupported } from '@/i18n/language'
import type { Tag } from '@/app/components/base/tag-management/constant'
import type {
RerankingModeEnum,
WeightedScoreEnum,
} from '@/models/datasets'
export enum Theme {
light = 'light',
@ -403,4 +407,16 @@ export type RetrievalConfig = {
top_k: number
score_threshold_enabled: boolean
score_threshold: number
reranking_mode?: RerankingModeEnum
weights?: {
weight_type: WeightedScoreEnum
vector_setting: {
vector_weight: number
embedding_provider_name: string
embedding_model_name: string
}
keyword_setting: {
keyword_weight: number
}
}
}