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'use client'
import type { FC } from 'react'
import React, { useCallback } from 'react'
import { useTranslation } from 'react-i18next'
import cn from '@/utils/classnames'
import TopKItem from '@/app/components/base/param-item/top-k-item'
import ScoreThresholdItem from '@/app/components/base/param-item/score-threshold-item'
import { RETRIEVE_METHOD } from '@/types/app'
import Switch from '@/app/components/base/switch'
import Tooltip from '@/app/components/base/tooltip'
import type { RetrievalConfig } from '@/types/app'
import ModelSelector from '@/app/components/header/account-setting/model-provider-page/model-selector'
import { useCurrentProviderAndModel, useModelListAndDefaultModel } from '@/app/components/header/account-setting/model-provider-page/hooks'
import { ModelTypeEnum } from '@/app/components/header/account-setting/model-provider-page/declarations'
import {
DEFAULT_WEIGHTED_SCORE,
RerankingModeEnum,
WeightedScoreEnum,
} from '@/models/datasets'
import WeightedScore from '@/app/components/app/configuration/dataset-config/params-config/weighted-score'
import Toast from '@/app/components/base/toast'
type Props = {
type: RETRIEVE_METHOD
value: RetrievalConfig
onChange: (value: RetrievalConfig) => void
}
const RetrievalParamConfig: FC<Props> = ({
type,
value,
onChange,
}) => {
const { t } = useTranslation()
const canToggleRerankModalEnable = type !== RETRIEVE_METHOD.hybrid
const isEconomical = type === RETRIEVE_METHOD.invertedIndex
const {
defaultModel: rerankDefaultModel,
modelList: rerankModelList,
} = useModelListAndDefaultModel(ModelTypeEnum.rerank)
const {
currentModel,
} = useCurrentProviderAndModel(
rerankModelList,
rerankDefaultModel
? {
...rerankDefaultModel,
provider: rerankDefaultModel.provider.provider,
}
: undefined,
)
const handleDisabledSwitchClick = useCallback(() => {
if (!currentModel)
Toast.notify({ type: 'error', message: t('workflow.errorMsg.rerankModelRequired') })
}, [currentModel, rerankDefaultModel, t])
const isHybridSearch = type === RETRIEVE_METHOD.hybrid
const rerankModel = (() => {
if (value.reranking_model) {
return {
provider_name: value.reranking_model.reranking_provider_name,
model_name: value.reranking_model.reranking_model_name,
}
}
else if (rerankDefaultModel) {
return {
provider_name: rerankDefaultModel.provider.provider,
model_name: rerankDefaultModel.model,
}
}
})()
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: DEFAULT_WEIGHTED_SCORE.other.semantic,
embedding_provider_name: '',
embedding_model_name: '',
},
keyword_setting: {
keyword_weight: DEFAULT_WEIGHTED_SCORE.other.keyword,
},
}
}
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 && !isHybridSearch && (
<div>
<div className='flex h-8 items-center text-[13px] font-medium text-gray-900 space-x-2'>
{canToggleRerankModalEnable && (
<div
className='flex items-center'
onClick={handleDisabledSwitchClick}
>
<Switch
size='md'
defaultValue={currentModel ? value.reranking_enable : false}
onChange={(v) => {
onChange({
...value,
reranking_enable: v,
})
}}
disabled={!currentModel}
/>
</div>
)}
<div className='flex items-center'>
<span className='mr-0.5'>{t('common.modelProvider.rerankModel.key')}</span>
<Tooltip
popupContent={
<div className="w-[200px]">{t('common.modelProvider.rerankModel.tip')}</div>
}
/>
</div>
</div>
<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>
)}
{
!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>}
triggerClassName='ml-0.5 w-3.5 h-3.5'
/>
</div>
))
}
</div>
{
value.reranking_mode === RerankingModeEnum.WeightedScore && (
<WeightedScore
value={{
value: [
value.weights!.vector_setting.vector_weight,
value.weights!.keyword_setting.keyword_weight,
],
}}
onChange={(v) => {
onChange({
...value,
weights: {
...value.weights!,
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>
)
}
export default React.memo(RetrievalParamConfig)
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