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import type { FC } from 'react'
import { useState } from 'react'
import { useTranslation } from 'react-i18next'
import ModelSelector from '../model-selector'
import {
useModelList,
useSystemDefaultModelAndModelList,
useUpdateModelList,
} from '../hooks'
import type {
DefaultModel,
DefaultModelResponse,
} from '../declarations'
import { ModelTypeEnum } from '../declarations'
import Tooltip from '@/app/components/base/tooltip'
import { Settings01 } from '@/app/components/base/icons/src/vender/line/general'
import {
PortalToFollowElem,
PortalToFollowElemContent,
PortalToFollowElemTrigger,
} from '@/app/components/base/portal-to-follow-elem'
import Button from '@/app/components/base/button'
import { useProviderContext } from '@/context/provider-context'
import { updateDefaultModel } from '@/service/common'
import { useToastContext } from '@/app/components/base/toast'
import { useAppContext } from '@/context/app-context'
type SystemModelSelectorProps = {
textGenerationDefaultModel: DefaultModelResponse | undefined
embeddingsDefaultModel: DefaultModelResponse | undefined
rerankDefaultModel: DefaultModelResponse | undefined
speech2textDefaultModel: DefaultModelResponse | undefined
ttsDefaultModel: DefaultModelResponse | undefined
}
const SystemModel: FC<SystemModelSelectorProps> = ({
textGenerationDefaultModel,
embeddingsDefaultModel,
rerankDefaultModel,
speech2textDefaultModel,
ttsDefaultModel,
}) => {
const { t } = useTranslation()
const { notify } = useToastContext()
const { isCurrentWorkspaceManager } = useAppContext()
const { textGenerationModelList } = useProviderContext()
const updateModelList = useUpdateModelList()
const { data: embeddingModelList } = useModelList(ModelTypeEnum.textEmbedding)
const { data: rerankModelList } = useModelList(ModelTypeEnum.rerank)
const { data: speech2textModelList } = useModelList(ModelTypeEnum.speech2text)
const { data: ttsModelList } = useModelList(ModelTypeEnum.tts)
const [changedModelTypes, setChangedModelTypes] = useState<ModelTypeEnum[]>([])
const [currentTextGenerationDefaultModel, changeCurrentTextGenerationDefaultModel] = useSystemDefaultModelAndModelList(textGenerationDefaultModel, textGenerationModelList)
const [currentEmbeddingsDefaultModel, changeCurrentEmbeddingsDefaultModel] = useSystemDefaultModelAndModelList(embeddingsDefaultModel, embeddingModelList)
const [currentRerankDefaultModel, changeCurrentRerankDefaultModel] = useSystemDefaultModelAndModelList(rerankDefaultModel, rerankModelList)
const [currentSpeech2textDefaultModel, changeCurrentSpeech2textDefaultModel] = useSystemDefaultModelAndModelList(speech2textDefaultModel, speech2textModelList)
const [currentTTSDefaultModel, changeCurrentTTSDefaultModel] = useSystemDefaultModelAndModelList(ttsDefaultModel, ttsModelList)
const [open, setOpen] = useState(false)
const getCurrentDefaultModelByModelType = (modelType: ModelTypeEnum) => {
if (modelType === ModelTypeEnum.textGeneration)
return currentTextGenerationDefaultModel
else if (modelType === ModelTypeEnum.textEmbedding)
return currentEmbeddingsDefaultModel
else if (modelType === ModelTypeEnum.rerank)
return currentRerankDefaultModel
else if (modelType === ModelTypeEnum.speech2text)
return currentSpeech2textDefaultModel
else if (modelType === ModelTypeEnum.tts)
return currentTTSDefaultModel
return undefined
}
const handleChangeDefaultModel = (modelType: ModelTypeEnum, model: DefaultModel) => {
if (modelType === ModelTypeEnum.textGeneration)
changeCurrentTextGenerationDefaultModel(model)
else if (modelType === ModelTypeEnum.textEmbedding)
changeCurrentEmbeddingsDefaultModel(model)
else if (modelType === ModelTypeEnum.rerank)
changeCurrentRerankDefaultModel(model)
else if (modelType === ModelTypeEnum.speech2text)
changeCurrentSpeech2textDefaultModel(model)
else if (modelType === ModelTypeEnum.tts)
changeCurrentTTSDefaultModel(model)
if (!changedModelTypes.includes(modelType))
setChangedModelTypes([...changedModelTypes, modelType])
}
const handleSave = async () => {
const res = await updateDefaultModel({
url: '/workspaces/current/default-model',
body: {
model_settings: [ModelTypeEnum.textGeneration, ModelTypeEnum.textEmbedding, ModelTypeEnum.rerank, ModelTypeEnum.speech2text, ModelTypeEnum.tts].map((modelType) => {
return {
model_type: modelType,
provider: getCurrentDefaultModelByModelType(modelType)?.provider,
model: getCurrentDefaultModelByModelType(modelType)?.model,
}
}),
},
})
if (res.result === 'success') {
notify({ type: 'success', message: t('common.actionMsg.modifiedSuccessfully') })
setOpen(false)
changedModelTypes.forEach((modelType) => {
if (modelType === ModelTypeEnum.textGeneration)
updateModelList(modelType)
else if (modelType === ModelTypeEnum.textEmbedding)
updateModelList(modelType)
else if (modelType === ModelTypeEnum.rerank)
updateModelList(modelType)
else if (modelType === ModelTypeEnum.speech2text)
updateModelList(modelType)
else if (modelType === ModelTypeEnum.tts)
updateModelList(modelType)
})
}
}
return (
<PortalToFollowElem
open={open}
onOpenChange={setOpen}
placement='bottom-end'
offset={{
mainAxis: 4,
crossAxis: 8,
}}
>
<PortalToFollowElemTrigger onClick={() => setOpen(v => !v)}>
<div className={`
flex items-center px-2 h-6 text-xs text-gray-700 cursor-pointer bg-white rounded-md border-[0.5px] border-gray-200 shadow-xs
hover:bg-gray-100 hover:shadow-none
${open && 'bg-gray-100 shadow-none'}
`}>
<Settings01 className='mr-1 w-3 h-3 text-gray-500' />
{t('common.modelProvider.systemModelSettings')}
</div>
</PortalToFollowElemTrigger>
<PortalToFollowElemContent className='z-50'>
<div className='pt-4 w-[360px] rounded-xl border-[0.5px] border-black/5 bg-white shadow-xl'>
<div className='px-6 py-1'>
<div className='flex items-center h-8 text-[13px] font-medium text-gray-900'>
{t('common.modelProvider.systemReasoningModel.key')}
<Tooltip
popupContent={
<div className='w-[261px] text-gray-500'>
{t('common.modelProvider.systemReasoningModel.tip')}
</div>
}
triggerClassName='ml-0.5 w-4 h-4 shrink-0'
/>
</div>
<div>
<ModelSelector
defaultModel={currentTextGenerationDefaultModel}
modelList={textGenerationModelList}
onSelect={model => handleChangeDefaultModel(ModelTypeEnum.textGeneration, model)}
/>
</div>
</div>
<div className='px-6 py-1'>
<div className='flex items-center h-8 text-[13px] font-medium text-gray-900'>
{t('common.modelProvider.embeddingModel.key')}
<Tooltip
popupContent={
<div className='w-[261px] text-gray-500'>
{t('common.modelProvider.embeddingModel.tip')}
</div>
}
triggerClassName='ml-0.5 w-4 h-4 shrink-0'
/>
</div>
<div>
<ModelSelector
defaultModel={currentEmbeddingsDefaultModel}
modelList={embeddingModelList}
onSelect={model => handleChangeDefaultModel(ModelTypeEnum.textEmbedding, model)}
/>
</div>
</div>
<div className='px-6 py-1'>
<div className='flex items-center h-8 text-[13px] font-medium text-gray-900'>
{t('common.modelProvider.rerankModel.key')}
<Tooltip
popupContent={
<div className='w-[261px] text-gray-500'>
{t('common.modelProvider.rerankModel.tip')}
</div>
}
triggerClassName='ml-0.5 w-4 h-4 shrink-0'
/>
</div>
<div>
<ModelSelector
defaultModel={currentRerankDefaultModel}
modelList={rerankModelList}
onSelect={model => handleChangeDefaultModel(ModelTypeEnum.rerank, model)}
/>
</div>
</div>
<div className='px-6 py-1'>
<div className='flex items-center h-8 text-[13px] font-medium text-gray-900'>
{t('common.modelProvider.speechToTextModel.key')}
<Tooltip
popupContent={
<div className='w-[261px] text-gray-500'>
{t('common.modelProvider.speechToTextModel.tip')}
</div>
}
triggerClassName='ml-0.5 w-4 h-4 shrink-0'
/>
</div>
<div>
<ModelSelector
defaultModel={currentSpeech2textDefaultModel}
modelList={speech2textModelList}
onSelect={model => handleChangeDefaultModel(ModelTypeEnum.speech2text, model)}
/>
</div>
</div>
<div className='px-6 py-1'>
<div className='flex items-center h-8 text-[13px] font-medium text-gray-900'>
{t('common.modelProvider.ttsModel.key')}
<Tooltip
popupContent={
<div className='w-[261px] text-gray-500'>
{t('common.modelProvider.ttsModel.tip')}
</div>
}
triggerClassName='ml-0.5 w-4 h-4 shrink-0'
/>
</div>
<div>
<ModelSelector
defaultModel={currentTTSDefaultModel}
modelList={ttsModelList}
onSelect={model => handleChangeDefaultModel(ModelTypeEnum.tts, model)}
/>
</div>
</div>
<div className='flex items-center justify-end px-6 py-4'>
<Button
onClick={() => setOpen(false)}
>
{t('common.operation.cancel')}
</Button>
<Button
className='ml-2'
variant='primary'
onClick={handleSave}
disabled={!isCurrentWorkspaceManager}
>
{t('common.operation.save')}
</Button>
</div>
</div>
</PortalToFollowElemContent>
</PortalToFollowElem>
)
}
export default SystemModel