Переглянути джерело

fix: Fix retrieval configuration handling in dataset components (#26361)

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
tags/1.9.1
Wu Tianwei 1 місяць тому
джерело
коміт
1a7898dff1
Аккаунт користувача з таким Email не знайдено

+ 29
- 2
web/app/components/app/configuration/dataset-config/index.tsx Переглянути файл

@@ -65,13 +65,40 @@ const DatasetConfig: FC = () => {
const onRemove = (id: string) => {
const filteredDataSets = dataSet.filter(item => item.id !== id)
setDataSet(filteredDataSets)
const retrievalConfig = getMultipleRetrievalConfig(datasetConfigs as any, filteredDataSets, dataSet, {
const { datasets, retrieval_model, score_threshold_enabled, ...restConfigs } = datasetConfigs
const {
top_k,
score_threshold,
reranking_model,
reranking_mode,
weights,
reranking_enable,
} = restConfigs
const oldRetrievalConfig = {
top_k,
score_threshold,
reranking_model: (reranking_model.reranking_provider_name && reranking_model.reranking_model_name) ? {
provider: reranking_model.reranking_provider_name,
model: reranking_model.reranking_model_name,
} : undefined,
reranking_mode,
weights,
reranking_enable,
}
const retrievalConfig = getMultipleRetrievalConfig(oldRetrievalConfig, filteredDataSets, dataSet, {
provider: currentRerankProvider?.provider,
model: currentRerankModel?.model,
})
setDatasetConfigs({
...(datasetConfigs as any),
...datasetConfigsRef.current,
...retrievalConfig,
reranking_model: {
reranking_provider_name: retrievalConfig?.reranking_model?.provider || '',
reranking_model_name: retrievalConfig?.reranking_model?.model || '',
},
retrieval_model,
score_threshold_enabled,
datasets,
})
const {
allExternal,

+ 16
- 11
web/app/components/app/configuration/dataset-config/params-config/config-content.tsx Переглянути файл

@@ -30,11 +30,11 @@ import { noop } from 'lodash-es'
type Props = {
datasetConfigs: DatasetConfigs
onChange: (configs: DatasetConfigs, isRetrievalModeChange?: boolean) => void
selectedDatasets?: DataSet[]
isInWorkflow?: boolean
singleRetrievalModelConfig?: ModelConfig
onSingleRetrievalModelChange?: (config: ModelConfig) => void
onSingleRetrievalModelParamsChange?: (config: ModelConfig) => void
selectedDatasets?: DataSet[]
}

const ConfigContent: FC<Props> = ({
@@ -61,22 +61,28 @@ const ConfigContent: FC<Props> = ({

const {
modelList: rerankModelList,
currentModel: validDefaultRerankModel,
currentProvider: validDefaultRerankProvider,
} = useModelListAndDefaultModelAndCurrentProviderAndModel(ModelTypeEnum.rerank)

/**
* If reranking model is set and is valid, use the reranking model
* Otherwise, check if the default reranking model is valid
*/
const {
currentModel: currentRerankModel,
} = useCurrentProviderAndModel(
rerankModelList,
{
provider: datasetConfigs.reranking_model?.reranking_provider_name,
model: datasetConfigs.reranking_model?.reranking_model_name,
provider: datasetConfigs.reranking_model?.reranking_provider_name || validDefaultRerankProvider?.provider || '',
model: datasetConfigs.reranking_model?.reranking_model_name || validDefaultRerankModel?.model || '',
},
)

const rerankModel = useMemo(() => {
return {
provider_name: datasetConfigs?.reranking_model?.reranking_provider_name ?? '',
model_name: datasetConfigs?.reranking_model?.reranking_model_name ?? '',
provider_name: datasetConfigs.reranking_model?.reranking_provider_name ?? '',
model_name: datasetConfigs.reranking_model?.reranking_model_name ?? '',
}
}, [datasetConfigs.reranking_model])

@@ -135,7 +141,7 @@ const ConfigContent: FC<Props> = ({
})
}

const model = singleRetrievalConfig
const model = singleRetrievalConfig // Legacy code, for compatibility, have to keep it

const rerankingModeOptions = [
{
@@ -158,7 +164,7 @@ const ConfigContent: FC<Props> = ({

const canManuallyToggleRerank = useMemo(() => {
return (selectedDatasetsMode.allInternal && selectedDatasetsMode.allEconomic)
|| selectedDatasetsMode.allExternal
|| selectedDatasetsMode.allExternal
}, [selectedDatasetsMode.allEconomic, selectedDatasetsMode.allExternal, selectedDatasetsMode.allInternal])

const showRerankModel = useMemo(() => {
@@ -168,7 +174,7 @@ const ConfigContent: FC<Props> = ({
return datasetConfigs.reranking_enable
}, [datasetConfigs.reranking_enable, canManuallyToggleRerank])

const handleDisabledSwitchClick = useCallback((enable: boolean) => {
const handleManuallyToggleRerank = useCallback((enable: boolean) => {
if (!currentRerankModel && enable)
Toast.notify({ type: 'error', message: t('workflow.errorMsg.rerankModelRequired') })
onChange({
@@ -255,12 +261,11 @@ const ConfigContent: FC<Props> = ({
<div className='mt-2'>
<div className='flex items-center'>
{
selectedDatasetsMode.allEconomic && !selectedDatasetsMode.mixtureInternalAndExternal && (
canManuallyToggleRerank && (
<Switch
size='md'
defaultValue={showRerankModel}
disabled={!canManuallyToggleRerank}
onChange={handleDisabledSwitchClick}
onChange={handleManuallyToggleRerank}
/>
)
}

+ 21
- 11
web/app/components/app/configuration/index.tsx Переглянути файл

@@ -284,18 +284,28 @@ const Configuration: FC = () => {
setRerankSettingModalOpen(true)

const { datasets, retrieval_model, score_threshold_enabled, ...restConfigs } = datasetConfigs
const {
top_k,
score_threshold,
reranking_model,
reranking_mode,
weights,
reranking_enable,
} = restConfigs

const oldRetrievalConfig = {
top_k,
score_threshold,
reranking_model: (reranking_model.reranking_provider_name && reranking_model.reranking_model_name) ? {
provider: reranking_model.reranking_provider_name,
model: reranking_model.reranking_model_name,
} : undefined,
reranking_mode,
weights,
reranking_enable,
}

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, dataSets, {
const retrievalConfig = getMultipleRetrievalConfig(oldRetrievalConfig, newDatasets, dataSets, {
provider: currentRerankProvider?.provider,
model: currentRerankModel?.model,
})

+ 2
- 2
web/app/components/datasets/common/retrieval-method-config/index.tsx Переглянути файл

@@ -40,7 +40,7 @@ const RetrievalMethodConfig: FC<Props> = ({
onChange({
...value,
search_method: retrieveMethod,
...(!value.reranking_model.reranking_model_name
...((!value.reranking_model.reranking_model_name || !value.reranking_model.reranking_provider_name)
? {
reranking_model: {
reranking_provider_name: isRerankDefaultModelValid ? rerankDefaultModel?.provider?.provider ?? '' : '',
@@ -57,7 +57,7 @@ const RetrievalMethodConfig: FC<Props> = ({
onChange({
...value,
search_method: retrieveMethod,
...(!value.reranking_model.reranking_model_name
...((!value.reranking_model.reranking_model_name || !value.reranking_model.reranking_provider_name)
? {
reranking_model: {
reranking_provider_name: isRerankDefaultModelValid ? rerankDefaultModel?.provider?.provider ?? '' : '',

+ 2
- 2
web/app/components/datasets/common/retrieval-param-config/index.tsx Переглянути файл

@@ -54,7 +54,7 @@ const RetrievalParamConfig: FC<Props> = ({
},
)

const handleDisabledSwitchClick = useCallback((enable: boolean) => {
const handleToggleRerankEnable = useCallback((enable: boolean) => {
if (enable && !currentModel)
Toast.notify({ type: 'error', message: t('workflow.errorMsg.rerankModelRequired') })
onChange({
@@ -119,7 +119,7 @@ const RetrievalParamConfig: FC<Props> = ({
<Switch
size='md'
defaultValue={value.reranking_enable}
onChange={handleDisabledSwitchClick}
onChange={handleToggleRerankEnable}
/>
)}
<div className='flex items-center'>

+ 50
- 50
web/app/components/workflow/nodes/knowledge-retrieval/components/retrieval-config.tsx Переглянути файл

@@ -1,6 +1,6 @@
'use client'
import type { FC } from 'react'
import React, { useCallback, useState } from 'react'
import React, { useCallback, useMemo } from 'react'
import { RiEqualizer2Line } from '@remixicon/react'
import { useTranslation } from 'react-i18next'
import type { MultipleRetrievalConfig, SingleRetrievalConfig } from '../types'
@@ -14,8 +14,6 @@ import {
import ConfigRetrievalContent from '@/app/components/app/configuration/dataset-config/params-config/config-content'
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 Button from '@/app/components/base/button'
import type { DatasetConfigs } from '@/models/debug'
import type { DataSet } from '@/models/datasets'
@@ -32,8 +30,8 @@ type Props = {
onSingleRetrievalModelChange?: (config: ModelConfig) => void
onSingleRetrievalModelParamsChange?: (config: ModelConfig) => void
readonly?: boolean
openFromProps?: boolean
onOpenFromPropsChange?: (openFromProps: boolean) => void
rerankModalOpen: boolean
onRerankModelOpenChange: (open: boolean) => void
selectedDatasets: DataSet[]
}

@@ -45,26 +43,52 @@ const RetrievalConfig: FC<Props> = ({
onSingleRetrievalModelChange,
onSingleRetrievalModelParamsChange,
readonly,
openFromProps,
onOpenFromPropsChange,
rerankModalOpen,
onRerankModelOpenChange,
selectedDatasets,
}) => {
const { t } = useTranslation()
const [open, setOpen] = useState(false)
const mergedOpen = openFromProps !== undefined ? openFromProps : open
const { retrieval_mode, multiple_retrieval_config } = payload

const handleOpen = useCallback((newOpen: boolean) => {
setOpen(newOpen)
onOpenFromPropsChange?.(newOpen)
}, [onOpenFromPropsChange])
onRerankModelOpenChange(newOpen)
}, [onRerankModelOpenChange])

const {
currentProvider: validRerankDefaultProvider,
currentModel: validRerankDefaultModel,
} = useModelListAndDefaultModelAndCurrentProviderAndModel(ModelTypeEnum.rerank)
const datasetConfigs = useMemo(() => {
const {
reranking_model,
top_k,
score_threshold,
reranking_mode,
weights,
reranking_enable,
} = multiple_retrieval_config || {}

return {
retrieval_model: retrieval_mode,
reranking_model: (reranking_model?.provider && reranking_model?.model)
? {
reranking_provider_name: reranking_model?.provider,
reranking_model_name: reranking_model?.model,
}
: {
reranking_provider_name: '',
reranking_model_name: '',
},
top_k: top_k || DATASET_DEFAULT.top_k,
score_threshold_enabled: !(score_threshold === undefined || score_threshold === null),
score_threshold,
datasets: {
datasets: [],
},
reranking_mode,
weights,
reranking_enable,
}
}, [retrieval_mode, multiple_retrieval_config])

const { multiple_retrieval_config } = payload
const handleChange = useCallback((configs: DatasetConfigs, isRetrievalModeChange?: boolean) => {
// Legacy code, for compatibility, have to keep it
if (isRetrievalModeChange) {
onRetrievalModeChange(configs.retrieval_model)
return
@@ -72,13 +96,11 @@ const RetrievalConfig: FC<Props> = ({
onMultipleRetrievalConfigChange({
top_k: configs.top_k,
score_threshold: configs.score_threshold_enabled ? (configs.score_threshold ?? DATASET_DEFAULT.score_threshold) : null,
reranking_model: payload.retrieval_mode === RETRIEVE_TYPE.oneWay
reranking_model: retrieval_mode === RETRIEVE_TYPE.oneWay
? undefined
// eslint-disable-next-line sonarjs/no-nested-conditional
: (!configs.reranking_model?.reranking_provider_name
? {
provider: validRerankDefaultProvider?.provider || '',
model: validRerankDefaultModel?.model || '',
}
? undefined
: {
provider: configs.reranking_model?.reranking_provider_name,
model: configs.reranking_model?.reranking_model_name,
@@ -87,11 +109,11 @@ const RetrievalConfig: FC<Props> = ({
weights: configs.weights,
reranking_enable: configs.reranking_enable,
})
}, [onMultipleRetrievalConfigChange, payload.retrieval_mode, validRerankDefaultProvider, validRerankDefaultModel, onRetrievalModeChange])
}, [onMultipleRetrievalConfigChange, retrieval_mode, onRetrievalModeChange])

return (
<PortalToFollowElem
open={mergedOpen}
open={rerankModalOpen}
onOpenChange={handleOpen}
placement='bottom-end'
offset={{
@@ -102,14 +124,14 @@ const RetrievalConfig: FC<Props> = ({
onClick={() => {
if (readonly)
return
handleOpen(!mergedOpen)
handleOpen(!rerankModalOpen)
}}
>
<Button
variant='ghost'
size='small'
disabled={readonly}
className={cn(open && 'bg-components-button-ghost-bg-hover')}
className={cn(rerankModalOpen && 'bg-components-button-ghost-bg-hover')}
>
<RiEqualizer2Line className='mr-1 h-3.5 w-3.5' />
{t('dataset.retrievalSettings')}
@@ -118,35 +140,13 @@ const RetrievalConfig: FC<Props> = ({
<PortalToFollowElemContent style={{ zIndex: 1001 }}>
<div className='w-[404px] rounded-2xl border border-components-panel-border bg-components-panel-bg px-4 pb-4 pt-3 shadow-xl'>
<ConfigRetrievalContent
datasetConfigs={
{
retrieval_model: payload.retrieval_mode,
reranking_model: multiple_retrieval_config?.reranking_model?.provider
? {
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: 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,
}
}
datasetConfigs={datasetConfigs}
onChange={handleChange}
selectedDatasets={selectedDatasets}
isInWorkflow
singleRetrievalModelConfig={singleRetrievalModelConfig}
onSingleRetrievalModelChange={onSingleRetrievalModelChange}
onSingleRetrievalModelParamsChange={onSingleRetrievalModelParamsChange}
selectedDatasets={selectedDatasets}
/>
</div>
</PortalToFollowElemContent>

+ 2
- 2
web/app/components/workflow/nodes/knowledge-retrieval/default.ts Переглянути файл

@@ -1,6 +1,6 @@
import type { NodeDefault } from '../../types'
import type { KnowledgeRetrievalNodeType } from './types'
import { checkoutRerankModelConfigedInRetrievalSettings } from './utils'
import { checkoutRerankModelConfiguredInRetrievalSettings } from './utils'
import { DATASET_DEFAULT } from '@/config'
import { RETRIEVE_TYPE } from '@/types/app'
import { genNodeMetaData } from '@/app/components/workflow/utils'
@@ -36,7 +36,7 @@ const nodeDefault: NodeDefault<KnowledgeRetrievalNodeType> = {

const { _datasets, multiple_retrieval_config, retrieval_mode } = payload
if (retrieval_mode === RETRIEVE_TYPE.multiWay) {
const checked = checkoutRerankModelConfigedInRetrievalSettings(_datasets || [], multiple_retrieval_config)
const checked = checkoutRerankModelConfiguredInRetrievalSettings(_datasets || [], multiple_retrieval_config)

if (!errorMessages && !checked)
errorMessages = t(`${i18nPrefix}.errorMsg.fieldRequired`, { field: t(`${i18nPrefix}.errorMsg.fields.rerankModel`) })

+ 2
- 8
web/app/components/workflow/nodes/knowledge-retrieval/panel.tsx Переглянути файл

@@ -1,7 +1,6 @@
import type { FC } from 'react'
import {
memo,
useCallback,
useMemo,
} from 'react'
import { intersectionBy } from 'lodash-es'
@@ -53,10 +52,6 @@ const Panel: FC<NodePanelProps<KnowledgeRetrievalNodeType>> = ({
availableNumberNodesWithParent,
} = useConfig(id, data)

const handleOpenFromPropsChange = useCallback((openFromProps: boolean) => {
setRerankModelOpen(openFromProps)
}, [setRerankModelOpen])

const metadataList = useMemo(() => {
return intersectionBy(...selectedDatasets.filter((dataset) => {
return !!dataset.doc_metadata
@@ -68,7 +63,6 @@ const Panel: FC<NodePanelProps<KnowledgeRetrievalNodeType>> = ({
return (
<div className='pt-2'>
<div className='space-y-4 px-4 pb-2'>
{/* {JSON.stringify(inputs, null, 2)} */}
<Field
title={t(`${i18nPrefix}.queryVariable`)}
required
@@ -100,8 +94,8 @@ const Panel: FC<NodePanelProps<KnowledgeRetrievalNodeType>> = ({
onSingleRetrievalModelChange={handleModelChanged as any}
onSingleRetrievalModelParamsChange={handleCompletionParamsChange}
readonly={readOnly || !selectedDatasets.length}
openFromProps={rerankModelOpen}
onOpenFromPropsChange={handleOpenFromPropsChange}
rerankModalOpen={rerankModelOpen}
onRerankModelOpenChange={setRerankModelOpen}
selectedDatasets={selectedDatasets}
/>
{!readOnly && (<div className='h-3 w-px bg-divider-regular'></div>)}

+ 4
- 2
web/app/components/workflow/nodes/knowledge-retrieval/use-config.ts Переглянути файл

@@ -204,10 +204,11 @@ const useConfig = (id: string, payload: KnowledgeRetrievalNodeType) => {

const handleMultipleRetrievalConfigChange = useCallback((newConfig: MultipleRetrievalConfig) => {
const newInputs = produce(inputs, (draft) => {
draft.multiple_retrieval_config = getMultipleRetrievalConfig(newConfig!, selectedDatasets, selectedDatasets, {
const newMultipleRetrievalConfig = getMultipleRetrievalConfig(newConfig!, selectedDatasets, selectedDatasets, {
provider: currentRerankProvider?.provider,
model: currentRerankModel?.model,
})
draft.multiple_retrieval_config = newMultipleRetrievalConfig
})
setInputs(newInputs)
}, [inputs, setInputs, selectedDatasets, currentRerankModel, currentRerankProvider])
@@ -254,10 +255,11 @@ const useConfig = (id: string, payload: KnowledgeRetrievalNodeType) => {

if (payload.retrieval_mode === RETRIEVE_TYPE.multiWay && newDatasets.length > 0) {
const multipleRetrievalConfig = draft.multiple_retrieval_config
draft.multiple_retrieval_config = getMultipleRetrievalConfig(multipleRetrievalConfig!, newDatasets, selectedDatasets, {
const newMultipleRetrievalConfig = getMultipleRetrievalConfig(multipleRetrievalConfig!, newDatasets, selectedDatasets, {
provider: currentRerankProvider?.provider,
model: currentRerankModel?.model,
})
draft.multiple_retrieval_config = newMultipleRetrievalConfig
}
})
updateDatasetsDetail(newDatasets)

+ 85
- 41
web/app/components/workflow/nodes/knowledge-retrieval/utils.ts Переглянути файл

@@ -10,6 +10,7 @@ import type {
import {
DEFAULT_WEIGHTED_SCORE,
RerankingModeEnum,
WeightedScoreEnum,
} from '@/models/datasets'
import { RETRIEVE_METHOD } from '@/types/app'
import { DATASET_DEFAULT } from '@/config'
@@ -93,10 +94,12 @@ export const getMultipleRetrievalConfig = (
multipleRetrievalConfig: MultipleRetrievalConfig,
selectedDatasets: DataSet[],
originalDatasets: DataSet[],
validRerankModel?: { provider?: string; model?: string },
fallbackRerankModel?: { provider?: string; model?: string }, // fallback rerank model
) => {
const shouldSetWeightDefaultValue = xorBy(selectedDatasets, originalDatasets, 'id').length > 0
const rerankModelIsValid = validRerankModel?.provider && validRerankModel?.model
// Check if the selected datasets are different from the original datasets
const isDatasetsChanged = xorBy(selectedDatasets, originalDatasets, 'id').length > 0
// Check if the rerank model is valid
const isFallbackRerankModelValid = !!(fallbackRerankModel?.provider && fallbackRerankModel?.model)

const {
allHighQuality,
@@ -125,14 +128,16 @@ export const getMultipleRetrievalConfig = (
reranking_mode,
reranking_model,
weights,
reranking_enable: ((allInternal && allEconomic) || allExternal) ? reranking_enable : shouldSetWeightDefaultValue,
reranking_enable,
}

const setDefaultWeights = () => {
result.weights = {
weight_type: WeightedScoreEnum.Customized,
vector_setting: {
vector_weight: allHighQualityVectorSearch
? DEFAULT_WEIGHTED_SCORE.allHighQualityVectorSearch.semantic
// eslint-disable-next-line sonarjs/no-nested-conditional
: allHighQualityFullTextSearch
? DEFAULT_WEIGHTED_SCORE.allHighQualityFullTextSearch.semantic
: DEFAULT_WEIGHTED_SCORE.other.semantic,
@@ -142,6 +147,7 @@ export const getMultipleRetrievalConfig = (
keyword_setting: {
keyword_weight: allHighQualityVectorSearch
? DEFAULT_WEIGHTED_SCORE.allHighQualityVectorSearch.keyword
// eslint-disable-next-line sonarjs/no-nested-conditional
: allHighQualityFullTextSearch
? DEFAULT_WEIGHTED_SCORE.allHighQualityFullTextSearch.keyword
: DEFAULT_WEIGHTED_SCORE.other.keyword,
@@ -149,65 +155,106 @@ export const getMultipleRetrievalConfig = (
}
}

if (allEconomic || mixtureHighQualityAndEconomic || inconsistentEmbeddingModel || allExternal || mixtureInternalAndExternal) {
/**
* In this case, user can manually toggle reranking
* So should keep the reranking_enable value
* But the default reranking_model should be set
*/
if ((allEconomic && allInternal) || allExternal) {
result.reranking_mode = RerankingModeEnum.RerankingModel
if (!result.reranking_model?.provider || !result.reranking_model?.model) {
if (rerankModelIsValid) {
result.reranking_enable = reranking_enable !== false

result.reranking_model = {
provider: validRerankModel?.provider || '',
model: validRerankModel?.model || '',
}
}
else {
result.reranking_model = {
provider: '',
model: '',
}
// Need to check if the reranking model should be set to default when first time initialized
if ((!result.reranking_model?.provider || !result.reranking_model?.model) && isFallbackRerankModelValid) {
result.reranking_model = {
provider: fallbackRerankModel.provider || '',
model: fallbackRerankModel.model || '',
}
}
else {
result.reranking_enable = reranking_enable !== false
result.reranking_enable = reranking_enable
}

/**
* In this case, reranking_enable must be true
* And if rerank model is not set, should set the default rerank model
*/
if (mixtureHighQualityAndEconomic || inconsistentEmbeddingModel || mixtureInternalAndExternal) {
result.reranking_mode = RerankingModeEnum.RerankingModel
// Need to check if the reranking model should be set to default when first time initialized
if ((!result.reranking_model?.provider || !result.reranking_model?.model) && isFallbackRerankModelValid) {
result.reranking_model = {
provider: fallbackRerankModel.provider || '',
model: fallbackRerankModel.model || '',
}
}
result.reranking_enable = true
}

/**
* In this case, user can choose to use weighted score or rerank model
* But if the reranking_mode is not initialized, should set the default rerank model and reranking_enable to true
* and set reranking_mode to reranking_model
*/
if (allHighQuality && !inconsistentEmbeddingModel && allInternal) {
// If not initialized, check if the default rerank model is valid
if (!reranking_mode) {
if (validRerankModel?.provider && validRerankModel?.model) {
if (isFallbackRerankModelValid) {
result.reranking_mode = RerankingModeEnum.RerankingModel
result.reranking_enable = reranking_enable !== false
result.reranking_enable = true

result.reranking_model = {
provider: validRerankModel.provider,
model: validRerankModel.model,
provider: fallbackRerankModel.provider || '',
model: fallbackRerankModel.model || '',
}
}
else {
result.reranking_mode = RerankingModeEnum.WeightedScore
result.reranking_enable = false
setDefaultWeights()
}
}

if (reranking_mode === RerankingModeEnum.WeightedScore && !weights)
setDefaultWeights()
// After initialization, if datasets has no change, make sure the config has correct value
if (reranking_mode === RerankingModeEnum.WeightedScore) {
result.reranking_enable = false
if (!weights)
setDefaultWeights()
}
if (reranking_mode === RerankingModeEnum.RerankingModel) {
if ((!result.reranking_model?.provider || !result.reranking_model?.model) && isFallbackRerankModelValid) {
result.reranking_model = {
provider: fallbackRerankModel.provider || '',
model: fallbackRerankModel.model || '',
}
}
result.reranking_enable = true
}

if (reranking_mode === RerankingModeEnum.WeightedScore && weights && shouldSetWeightDefaultValue) {
if (rerankModelIsValid) {
// Need to check if reranking_mode should be set to reranking_model when datasets changed
if (reranking_mode === RerankingModeEnum.WeightedScore && weights && isDatasetsChanged) {
if ((result.reranking_model?.provider && result.reranking_model?.model) || isFallbackRerankModelValid) {
result.reranking_mode = RerankingModeEnum.RerankingModel
result.reranking_enable = reranking_enable !== false
result.reranking_enable = true

result.reranking_model = {
provider: validRerankModel.provider || '',
model: validRerankModel.model || '',
// eslint-disable-next-line sonarjs/nested-control-flow
if ((!result.reranking_model?.provider || !result.reranking_model?.model) && isFallbackRerankModelValid) {
result.reranking_model = {
provider: fallbackRerankModel.provider || '',
model: fallbackRerankModel.model || '',
}
}
}
else {
setDefaultWeights()
}
}
if (reranking_mode === RerankingModeEnum.RerankingModel && !rerankModelIsValid && shouldSetWeightDefaultValue) {
// Need to switch to weighted score when reranking model is not valid and datasets changed
if (
reranking_mode === RerankingModeEnum.RerankingModel
&& (!result.reranking_model?.provider || !result.reranking_model?.model)
&& !isFallbackRerankModelValid
&& isDatasetsChanged
) {
result.reranking_mode = RerankingModeEnum.WeightedScore
result.reranking_enable = false
setDefaultWeights()
}
}
@@ -215,7 +262,7 @@ export const getMultipleRetrievalConfig = (
return result
}

export const checkoutRerankModelConfigedInRetrievalSettings = (
export const checkoutRerankModelConfiguredInRetrievalSettings = (
datasets: DataSet[],
multipleRetrievalConfig?: MultipleRetrievalConfig,
) => {
@@ -225,6 +272,7 @@ export const checkoutRerankModelConfigedInRetrievalSettings = (
const {
allEconomic,
allExternal,
allInternal,
} = getSelectedDatasetsMode(datasets)

const {
@@ -233,12 +281,8 @@ export const checkoutRerankModelConfigedInRetrievalSettings = (
reranking_model,
} = multipleRetrievalConfig

if (reranking_mode === RerankingModeEnum.RerankingModel && (!reranking_model?.provider || !reranking_model?.model)) {
if ((allEconomic || allExternal) && !reranking_enable)
return true

return false
}
if (reranking_mode === RerankingModeEnum.RerankingModel && (!reranking_model?.provider || !reranking_model?.model))
return ((allEconomic && allInternal) || allExternal) && !reranking_enable

return true
}

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