feat: 模型数据管理
This commit is contained in:
@@ -14,6 +14,7 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
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pageNum: string;
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pageSize: string;
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};
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const { authorization } = req.headers;
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pageNum = +pageNum;
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@@ -41,7 +42,15 @@ export default async function handler(req: NextApiRequest, res: NextApiResponse<
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.limit(pageSize);
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jsonRes(res, {
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data
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data: {
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pageNum,
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pageSize,
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data,
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total: await ModelData.countDocuments({
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modelId,
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userId
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})
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}
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});
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} catch (err) {
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jsonRes(res, {
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86
src/pages/model/components/ModelDataCard.tsx
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86
src/pages/model/components/ModelDataCard.tsx
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@@ -0,0 +1,86 @@
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import React, { useEffect, useCallback, useState } from 'react';
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import {
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Box,
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TableContainer,
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Table,
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Thead,
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Tbody,
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Tr,
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Th,
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Td,
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IconButton,
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Flex,
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Button
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} from '@chakra-ui/react';
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import type { ModelSchema } from '@/types/mongoSchema';
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import { ModelDataSchema } from '@/types/mongoSchema';
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import { ModelDataStatusMap } from '@/constants/model';
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import { usePaging } from '@/hooks/usePaging';
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import ScrollData from '@/components/ScrollData';
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import { getModelDataList } from '@/api/model';
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import { DeleteIcon } from '@chakra-ui/icons';
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const ModelDataCard = ({ model }: { model: ModelSchema }) => {
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const {
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nextPage,
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isLoadAll,
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requesting,
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data: dataList,
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total
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} = usePaging<ModelDataSchema>({
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api: getModelDataList,
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pageSize: 10,
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params: {
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modelId: model._id
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}
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});
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return (
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<>
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<Flex>
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<Box fontWeight={'bold'} fontSize={'lg'} flex={1}>
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模型数据: {total}组
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</Box>
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<Button size={'sm'}>导入</Button>
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</Flex>
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<ScrollData
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flex={'1 0 0'}
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h={0}
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px={6}
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mt={3}
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isLoadAll={isLoadAll}
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requesting={requesting}
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nextPage={nextPage}
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fontSize={'xs'}
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whiteSpace={'pre-wrap'}
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>
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<TableContainer mt={4}>
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<Table variant={'simple'}>
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<Thead>
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<Tr>
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<Th>Question</Th>
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<Th>Text</Th>
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<Th>Status</Th>
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<Th></Th>
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</Tr>
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</Thead>
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<Tbody>
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{dataList.map((item) => (
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<Tr key={item._id}>
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<Td>{item.q}</Td>
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<Td>{item.a}</Td>
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<Td>{ModelDataStatusMap[item.status]}</Td>
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<Td>
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<IconButton icon={<DeleteIcon />} aria-label={'delete'} />
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</Td>
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</Tr>
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))}
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</Tbody>
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</Table>
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</TableContainer>
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</ScrollData>
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</>
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);
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};
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export default ModelDataCard;
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@@ -11,13 +11,26 @@ import {
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SliderFilledTrack,
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SliderThumb,
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SliderMark,
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Tooltip
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Tooltip,
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Button
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} from '@chakra-ui/react';
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import { QuestionOutlineIcon } from '@chakra-ui/icons';
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import type { ModelSchema } from '@/types/mongoSchema';
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import { UseFormReturn } from 'react-hook-form';
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import { modelList } from '@/constants/model';
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import { formatPrice } from '@/utils/user';
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import { useConfirm } from '@/hooks/useConfirm';
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const ModelEditForm = ({ formHooks }: { formHooks: UseFormReturn<ModelSchema> }) => {
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const ModelEditForm = ({
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formHooks,
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handleDelModel
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}: {
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formHooks: UseFormReturn<ModelSchema>;
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handleDelModel: () => void;
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}) => {
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const { openConfirm, ConfirmChild } = useConfirm({
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content: '确认删除该模型?'
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});
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const { register, setValue, getValues } = formHooks;
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const [refresh, setRefresh] = useState(false);
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@@ -29,7 +42,7 @@ const ModelEditForm = ({ formHooks }: { formHooks: UseFormReturn<ModelSchema> })
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</Flex>
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<FormControl mt={4}>
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<Flex alignItems={'center'}>
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<Box flex={'0 0 50px'} w={0}>
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<Box flex={'0 0 80px'} w={0}>
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名称:
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</Box>
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<Input
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@@ -39,7 +52,36 @@ const ModelEditForm = ({ formHooks }: { formHooks: UseFormReturn<ModelSchema> })
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></Input>
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</Flex>
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</FormControl>
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<FormControl mt={4}>
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<Flex alignItems={'center'} mt={4}>
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<Box flex={'0 0 80px'} w={0}>
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底层模型:
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</Box>
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<Box>{getValues('service.modelName')}</Box>
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</Flex>
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<Flex alignItems={'center'} mt={4}>
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<Box flex={'0 0 80px'} w={0}>
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价格:
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</Box>
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<Box>
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{formatPrice(
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modelList.find((item) => item.model === getValues('service.modelName'))?.price || 0,
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1000
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)}
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元/1K tokens(包括上下文和回答)
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</Box>
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</Flex>
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<Flex mt={5} alignItems={'center'}>
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<Box flex={'0 0 80px'}>删除:</Box>
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<Button
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colorScheme={'gray'}
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variant={'outline'}
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size={'sm'}
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onClick={openConfirm(handleDelModel)}
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>
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删除模型
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</Button>
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</Flex>
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{/* <FormControl mt={4}>
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<Box mb={1}>介绍:</Box>
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<Textarea
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rows={5}
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@@ -47,7 +89,7 @@ const ModelEditForm = ({ formHooks }: { formHooks: UseFormReturn<ModelSchema> })
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{...register('intro')}
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placeholder={'模型的介绍,仅做展示,不影响模型的效果'}
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/>
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</FormControl>
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</FormControl> */}
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</Card>
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<Card p={4}>
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<Box fontWeight={'bold'}>模型效果</Box>
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@@ -202,6 +244,7 @@ const ModelEditForm = ({ formHooks }: { formHooks: UseFormReturn<ModelSchema> })
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</Flex>
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</FormControl>
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</Card> */}
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<ConfirmChild />
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</>
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);
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};
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@@ -11,36 +11,34 @@ import { getChatSiteId } from '@/api/chat';
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import type { ModelSchema } from '@/types/mongoSchema';
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import { Card, Box, Flex, Button, Tag, Grid } from '@chakra-ui/react';
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import { useToast } from '@/hooks/useToast';
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import { useConfirm } from '@/hooks/useConfirm';
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import { useForm } from 'react-hook-form';
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import { formatModelStatus, ModelStatusEnum, modelList, defaultModel } from '@/constants/model';
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import { useGlobalStore } from '@/store/global';
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import { useScreen } from '@/hooks/useScreen';
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import ModelEditForm from './components/ModelEditForm';
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import Icon from '@/components/Iconfont';
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// import Icon from '@/components/Iconfont';
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import { useQuery } from '@tanstack/react-query';
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import dynamic from 'next/dynamic';
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// import dynamic from 'next/dynamic';
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import ModelDataCard from './components/ModelDataCard';
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const Training = dynamic(() => import('./components/Training'));
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// const Training = dynamic(() => import('./components/Training'));
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const ModelDetail = ({ modelId }: { modelId: string }) => {
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const { toast } = useToast();
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const router = useRouter();
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const { isPc, media } = useScreen();
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const { setLoading } = useGlobalStore();
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const { openConfirm, ConfirmChild } = useConfirm({
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content: '确认删除该模型?'
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});
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const SelectFileDom = useRef<HTMLInputElement>(null);
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const [model, setModel] = useState<ModelSchema>(defaultModel);
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const formHooks = useForm<ModelSchema>({
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defaultValues: model
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});
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const canTrain = useMemo(() => {
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const openai = modelList.find((item) => item.model === model?.service.modelName);
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return openai && openai.trainName;
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}, [model]);
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// const canTrain = useMemo(() => {
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// const openai = modelList.find((item) => item.model === model?.service.modelName);
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// return openai && openai.trainName;
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// }, [model]);
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/* 加载模型数据 */
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const loadModel = useCallback(async () => {
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@@ -250,79 +248,15 @@ const ModelDetail = ({ modelId }: { modelId: string }) => {
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)}
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</Card>
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<Grid mt={5} gridTemplateColumns={media('1fr 1fr', '1fr')} gridGap={5}>
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<ModelEditForm formHooks={formHooks} />
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<ModelEditForm formHooks={formHooks} handleDelModel={handleDelModel} />
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{canTrain && (
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{/* {canTrain && (
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<Card p={4}>
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<Training model={model} />
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</Card>
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)}
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<Card p={4}>
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<Box fontWeight={'bold'} fontSize={'lg'}>
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神奇操作
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</Box>
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<Flex mt={5} alignItems={'center'}>
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<Box flex={'0 0 80px'}>模型微调:</Box>
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<Button
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size={'sm'}
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onClick={() => {
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SelectFileDom.current?.click();
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}}
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title={!canTrain ? '模型不支持微调' : ''}
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isDisabled={!canTrain}
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>
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上传数据集
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</Button>
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<Flex
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as={'a'}
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href="/TrainingTemplate.jsonl"
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download
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ml={5}
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cursor={'pointer'}
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alignItems={'center'}
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color={'blue.500'}
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>
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<Icon name={'icon-yunxiazai'} color={'#3182ce'} />
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下载模板
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</Flex>
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</Flex>
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{/* 提示 */}
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<Box mt={3} py={3} color={'blackAlpha.600'}>
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<Box as={'li'} lineHeight={1.9}>
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暂时需要使用自己的openai key
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</Box>
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<Box as={'li'} lineHeight={1.9}>
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可以使用
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<Box
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as={'span'}
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fontWeight={'bold'}
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textDecoration={'underline'}
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color={'blackAlpha.800'}
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mx={2}
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cursor={'pointer'}
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onClick={() => router.push('/data/list')}
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>
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数据拆分
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</Box>
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功能,从任意文本中提取数据集。
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</Box>
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<Box as={'li'} lineHeight={1.9}>
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每行包括一个 prompt 和一个 completion
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</Box>
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<Box as={'li'} lineHeight={1.9}>
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prompt 必须以 {'</s>'} 结尾
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</Box>
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<Box as={'li'} lineHeight={1.9}>
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completion 开头必须有一个空格,必须以 {'</s>'} 结尾
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</Box>
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</Box>
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<Flex mt={5} alignItems={'center'}>
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<Box flex={'0 0 80px'}>删除模型:</Box>
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<Button colorScheme={'red'} size={'sm'} onClick={openConfirm(handleDelModel)}>
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删除模型
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</Button>
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</Flex>
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)} */}
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<Card p={4} height={'400px'} gridColumnStart={1} gridColumnEnd={3}>
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{model._id && <ModelDataCard model={model} />}
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</Card>
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</Grid>
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@@ -330,7 +264,6 @@ const ModelDetail = ({ modelId }: { modelId: string }) => {
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<Box position={'absolute'} w={0} h={0} overflow={'hidden'}>
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<input ref={SelectFileDom} type="file" accept=".jsonl" onChange={startTraining} />
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</Box>
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<ConfirmChild />
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</>
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);
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};
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