520 lines
14 KiB
TypeScript
520 lines
14 KiB
TypeScript
import useOverlayScroller from '@/hooks/use-overlay-scroller';
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import useRequestToken from '@/hooks/use-request-token';
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import { ClearOutlined, PlusOutlined, SendOutlined } from '@ant-design/icons';
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import { useIntl, useSearchParams } from '@umijs/max';
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import { Button, Input, Spin, Tag } from 'antd';
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import classNames from 'classnames';
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import _ from 'lodash';
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import 'overlayscrollbars/overlayscrollbars.css';
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import {
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forwardRef,
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memo,
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useCallback,
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useEffect,
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useImperativeHandle,
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useRef,
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useState
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} from 'react';
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import { rerankerQuery } from '../apis';
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import { MessageItem, ParamsSchema } from '../config/types';
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import '../style/ground-left.less';
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import '../style/rerank.less';
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import '../style/system-message-wrap.less';
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import DynamicParams from './dynamic-params';
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import InputList from './input-list';
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import ViewRerankCode from './view-rerank-code';
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interface MessageProps {
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modelList: Global.BaseOption<string>[];
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loaded?: boolean;
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ref?: any;
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}
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const paramsConfig: ParamsSchema[] = [
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{
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type: 'InputNumber',
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name: 'top_n',
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label: {
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text: 'Top N',
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isLocalized: false
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},
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attrs: {
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min: 1
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},
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rules: [
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{
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required: true,
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message: 'Top N is required'
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}
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]
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}
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];
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const initialValues = {
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top_n: 3
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};
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const GroundReranker: React.FC<MessageProps> = forwardRef((props, ref) => {
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const { modelList } = props;
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const acceptType =
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'.txt, .doc, .docx, .xls, .xlsx, .csv, .md, .pdf, .eml, .msg, .ppt, .pptx, .xml, .epub, .html';
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const messageId = useRef<number>(0);
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const [messageList, setMessageList] = useState<MessageItem[]>([]);
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const intl = useIntl();
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const requestSource = useRequestToken();
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const [searchParams] = useSearchParams();
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const selectModel = searchParams.get('model') || '';
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const [parameters, setParams] = useState<any>({});
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const [show, setShow] = useState(false);
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const [loading, setLoading] = useState(false);
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const [tokenResult, setTokenResult] = useState<any>(null);
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const [collapse, setCollapse] = useState(false);
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const contentRef = useRef<any>('');
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const scroller = useRef<any>(null);
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const inputListRef = useRef<any>(null);
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const paramsRef = useRef<any>(null);
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const messageListLengthCache = useRef<number>(0);
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const requestToken = useRef<any>(null);
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const [fileList, setFileList] = useState<
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{
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text: string;
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name: string;
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uid: number | string;
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score?: number;
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showExtra?: boolean;
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percent?: number;
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rank?: number;
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}[]
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>([]);
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const [textList, setTextList] = useState<
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{
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text: string;
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uid: number | string;
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name: string;
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score?: number;
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showExtra?: boolean;
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percent?: number;
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rank?: number;
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}[]
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>([
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{
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text: '',
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uid: -1,
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name: ''
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},
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{
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text: '',
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uid: -2,
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name: ''
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}
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]);
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const [sortIndexMap, setSortIndexMap] = useState<number[]>([]);
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const { initialize, updateScrollerPosition: updateDocumentScrollerPosition } =
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useOverlayScroller();
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const { initialize: innitializeParams, updateScrollerPosition } =
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useOverlayScroller();
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useImperativeHandle(ref, () => {
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return {
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viewCode() {
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setShow(true);
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},
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setCollapse() {
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setCollapse(!collapse);
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}
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};
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});
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// [0.1, 1.0]
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const normalizValue = (data: { min: number; max: number; value: number }) => {
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const range = [0.5, 1.0];
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const [a, b] = range;
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const { min, max, value } = data;
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if (isNaN(value) || isNaN(min) || isNaN(max) || min > max) {
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return 0;
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}
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if (min === max) {
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return 100;
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}
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const res = a + ((value - min) * (b - a)) / (max - min);
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return res * 100;
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};
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const renderPercent = useCallback((data: any) => {
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if (!data.showExtra || !data.percent) {
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return null;
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}
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const percent = data.percent;
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return (
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<div className="rank-wrapper">
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<div className="percent-wrapper">
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<div
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className="pregress-bar"
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style={{
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backgroundImage: `linear-gradient(90deg, #388bff 0%, #cce1ff 100%)`,
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width: `${percent}%`,
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height: '4px',
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borderRadius: '2px'
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}}
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></div>
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</div>
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<span className="flex-center hover-hidden rank-tag">
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<Tag color={'geekblue'} bordered={false}>
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{intl.formatMessage({ id: 'playground.rerank.rank' })}: {data.rank}
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</Tag>
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<Tag color={'cyan'} bordered={false}>
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{intl.formatMessage({ id: 'playground.rerank.score' })}:{' '}
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{_.round(data.score, 2)}
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</Tag>
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</span>
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</div>
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);
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}, []);
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const setMessageId = () => {
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messageId.current = messageId.current + 1;
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return messageId.current;
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};
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const handleStopConversation = () => {
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requestToken.current?.cancel?.();
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setLoading(false);
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};
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const submitMessage = async (current?: { content: string }) => {
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if (!parameters.model) return;
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try {
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setLoading(true);
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setMessageId();
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setTokenResult(null);
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setSortIndexMap([]);
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requestToken.current?.cancel?.();
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requestToken.current = requestSource();
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contentRef.current = current?.content || '';
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const documentList: any[] = [...textList, ...fileList];
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const result: any = await rerankerQuery(
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{
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model: parameters.model,
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top_n: parameters.top_n,
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query: contentRef.current,
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documents: [
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...textList.map((item) => item.text),
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...fileList.map((item) => item.text)
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]
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},
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{
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token: requestToken.current.token
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}
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);
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setMessageId();
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setTokenResult(result.usage);
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const sortList = _.sortBy(
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result.results || [],
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(item: any) => item.relevance_score
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);
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const maxValue = sortList[sortList.length - 1].relevance_score;
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const minValue = sortList[0].relevance_score;
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// reset state
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let newTextList = textList.map((item) => {
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item.percent = undefined;
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item.score = undefined;
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item.rank = undefined;
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return item;
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});
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let sortMap: number[] = [];
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result.results?.forEach((item: any, sIndex: number) => {
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sortMap.push(item.index);
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newTextList[item.index] = {
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...newTextList[item.index],
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uid: setMessageId(),
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rank: sIndex + 1,
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score: item.relevance_score,
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showExtra: true,
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percent: normalizValue({
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min: minValue,
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max: maxValue,
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value: item.relevance_score
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})
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};
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});
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newTextList = _.sortBy(newTextList, 'rank');
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setSortIndexMap(sortMap);
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setTextList(newTextList);
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setMessageList([
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{
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title: 'Results',
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role: '',
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content: result.results?.map((item: any) => {
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const percent: number = normalizValue({
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min: minValue,
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max: maxValue,
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value: item.relevance_score
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});
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return {
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uid: setMessageId(),
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text: `${item.document?.text?.slice(0, 500) || ''}`,
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docIndex: item.index,
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title: documentList[item.index]?.name || '',
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score: item.relevance_score,
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extra: renderPercent(percent),
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normalizValue: percent
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};
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}),
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uid: setMessageId()
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}
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]);
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} catch (error: any) {
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setTokenResult({
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error: true,
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errorMessage: error.response?.data?.error?.message
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});
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} finally {
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setLoading(false);
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}
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};
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const handleClear = () => {
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if (!messageList.length) {
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return;
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}
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setMessageId();
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setMessageList([]);
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setTokenResult(null);
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};
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const handleSendMessage = (message: Omit<MessageItem, 'uid'>) => {
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submitMessage(message);
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};
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const handleSearch = (val: string) => {
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console.log('val:', val);
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submitMessage({ content: val });
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};
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const handleCloseViewCode = () => {
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setShow(false);
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};
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const handleUpdateFileList = (
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files: { text: string; name: string; uid: number | string }[]
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) => {
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console.log('files:', files);
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setFileList((preList) => {
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return [...preList, ...files];
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});
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};
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const handleDeleteFile = (uid: number | string) => {
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setFileList((preList) => {
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return preList.filter((item) => item.uid !== uid);
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});
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};
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const handleAddText = () => {
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inputListRef.current?.handleAdd();
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};
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const handleTextListChange = useCallback(
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(list: { text: string; uid: number | string; name: string }[]) => {
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const newList = list?.map((item: any) => {
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item.percent = undefined;
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item.score = undefined;
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item.rank = undefined;
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return item;
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});
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setTextList(newList);
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},
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[]
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);
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const handleOnSort = useCallback(
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(list: { text: string; uid: number | string; name: string }[]) => {
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const newList = list?.map((item) => {
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return {
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...item,
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uid: setMessageId()
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};
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});
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setTextList(newList);
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},
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[]
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);
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const handleClearDocuments = () => {
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setTextList([
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{
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text: '',
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uid: -1,
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name: ''
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},
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{
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text: '',
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uid: -2,
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name: ''
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}
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]);
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setFileList([]);
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};
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useEffect(() => {
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setMessageId();
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setMessageList([]);
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setTokenResult(null);
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}, [parameters.model]);
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useEffect(() => {
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if (scroller.current) {
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initialize(scroller.current);
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}
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}, [scroller.current, initialize]);
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useEffect(() => {
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if (paramsRef.current) {
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innitializeParams(paramsRef.current);
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}
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}, [paramsRef.current, innitializeParams]);
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useEffect(() => {
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updateScrollerPosition();
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}, [messageList]);
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useEffect(() => {
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if (textList.length + fileList.length > messageListLengthCache.current) {
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updateDocumentScrollerPosition();
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}
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messageListLengthCache.current = textList.length + fileList.length;
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}, [textList.length, fileList.length]);
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return (
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<div className="ground-left-wrapper rerank">
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<div className="ground-left">
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<div className="ground-left-footer">
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<h3
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className="m-l-10 flex-between flex-center font-size-14 line-24 m-b-0"
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style={{ padding: '0 32px', marginTop: 16 }}
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>
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<span>{intl.formatMessage({ id: 'playground.rerank.query' })}</span>
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</h3>
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<div style={{ margin: '16px 32px 10px' }}>
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<Input.Search
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onSearch={handleSearch}
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enterButton={<SendOutlined rotate={0} className="font-size-14" />}
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placeholder={intl.formatMessage({
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id: 'playground.rerank.query.holder'
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})}
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></Input.Search>
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</div>
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</div>
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<div className="center" ref={scroller}>
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<div className="documents">
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<div className="flex-between m-b-8 doc-header">
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<h3 className="m-l-10 flex-between flex-center font-size-14 line-24 m-b-0">
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<span>
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{intl.formatMessage({ id: 'playground.embedding.documents' })}
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</span>
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</h3>
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<span className="m-l-10 font-size-12">
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{' '}
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{tokenResult?.total_tokens && (
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<span style={{ color: 'var(--ant-orange)' }}>
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{intl.formatMessage({ id: 'playground.tokenusage' })}:{' '}
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{tokenResult?.total_tokens}
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</span>
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)}
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</span>
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<div className="flex gap-10">
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<Button size="middle" onClick={handleAddText}>
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<PlusOutlined />
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{intl.formatMessage({ id: 'playground.embedding.addtext' })}
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</Button>
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<Button
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icon={<ClearOutlined />}
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size="middle"
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onClick={handleClearDocuments}
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>
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{intl.formatMessage({ id: 'common.button.clear' })}
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</Button>
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</div>
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</div>
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<div className="docs-wrapper">
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<InputList
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sortIndex={sortIndexMap}
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ref={inputListRef}
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textList={textList}
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showLabel={false}
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sortable={false}
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height={46}
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onChange={handleTextListChange}
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onSort={handleOnSort}
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extra={renderPercent}
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></InputList>
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</div>
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</div>
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<div></div>
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<div
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className="message-list-wrap"
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style={{ paddingInline: 0, paddingTop: 0 }}
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>
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<>
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<div className="content">
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{loading && (
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<Spin size="small">
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<div style={{ height: '46px' }}></div>
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</Spin>
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)}
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</div>
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</>
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</div>
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</div>
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</div>
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<div
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className={classNames('params-wrapper', {
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collapsed: collapse
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})}
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ref={paramsRef}
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>
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<div className="box">
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<DynamicParams
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setParams={setParams}
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params={parameters}
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paramsConfig={paramsConfig}
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initialValues={initialValues}
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selectedModel={selectModel}
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modelList={modelList}
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/>
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</div>
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</div>
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<ViewRerankCode
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open={show}
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payload={{
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documents: [...textList, ...fileList]
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.map((item) => item.text)
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.filter((text) => text)
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}}
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parameters={{
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...parameters,
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query: contentRef.current
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}}
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onCancel={handleCloseViewCode}
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title={intl.formatMessage({ id: 'playground.viewcode' })}
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></ViewRerankCode>
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</div>
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);
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});
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export default memo(GroundReranker);
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