mirror of
https://github.com/NovaOSS/nova-betterchat.git
synced 2024-11-25 15:44:00 +01:00
change tokeniser to tiktoken
This commit is contained in:
Jing Hua
parent
01b6fc7479
commit
9cff66f783
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@ -9,6 +9,7 @@
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"preview": "vite preview"
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},
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"dependencies": {
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"@dqbd/tiktoken": "^1.0.2",
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"html2canvas": "^1.4.1",
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"i18next": "^22.4.11",
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"i18next-browser-languagedetector": "^7.0.1",
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@ -29,7 +30,6 @@
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},
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"devDependencies": {
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"@tailwindcss/typography": "^0.5.9",
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"@types/dompurify": "^2.4.0",
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"@types/react": "^18.0.27",
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"@types/react-dom": "^18.0.10",
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"@types/react-scroll-to-bottom": "^4.2.0",
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@ -39,6 +39,8 @@
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"postcss": "^8.4.21",
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"tailwindcss": "^3.2.7",
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"typescript": "^4.9.3",
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"vite": "^4.1.0"
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"vite": "^4.1.0",
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"vite-plugin-top-level-await": "^1.3.0",
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"vite-plugin-wasm": "^3.2.2"
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}
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}
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@ -2,7 +2,7 @@ import React, { useEffect, useState } from 'react';
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import useStore from '@store/store';
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import { shallow } from 'zustand/shallow';
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import { countMessagesToken } from '@utils/messageUtils';
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import countTokens from '@utils/messageUtils';
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const TokenCount = React.memo(() => {
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const [tokenCount, setTokenCount] = useState<number>(0);
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@ -13,8 +13,14 @@ const TokenCount = React.memo(() => {
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shallow
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);
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const model = useStore((state) =>
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state.chats
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? state.chats[state.currentChatIndex].config.model
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: 'gpt-3.5-turbo'
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);
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useEffect(() => {
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if (!generating) setTokenCount(countMessagesToken(messages));
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if (!generating) setTokenCount(countTokens(messages, model));
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}, [messages, generating]);
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return (
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@ -16,10 +16,10 @@ Current date: ${dateString}`;
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export const modelOptions: ModelOptions[] = [
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'gpt-3.5-turbo',
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// 'gpt-3.5-turbo-0301',
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'gpt-4',
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// 'gpt-4-0314',
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'gpt-4-32k',
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// 'gpt-3.5-turbo-0301',
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// 'gpt-4-0314',
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// 'gpt-4-32k-0314',
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];
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@ -55,9 +55,13 @@ const useSubmit = () => {
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try {
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let stream;
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if (chats[currentChatIndex].messages.length === 0)
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throw new Error('No messages submitted!');
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const messages = limitMessageTokens(
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chats[currentChatIndex].messages,
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chats[currentChatIndex].config.max_tokens
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chats[currentChatIndex].config.max_tokens,
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chats[currentChatIndex].config.model
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);
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if (messages.length === 0) throw new Error('Message exceed max token!');
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@ -25,13 +25,10 @@ export interface ConfigInterface {
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frequency_penalty: number;
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}
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export type ModelOptions =
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| 'gpt-4'
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| 'gpt-4-0314'
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| 'gpt-4-32k'
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| 'gpt-4-32k-0314'
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| 'gpt-3.5-turbo'
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| 'gpt-3.5-turbo-0301';
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export type ModelOptions = 'gpt-4' | 'gpt-4-32k' | 'gpt-3.5-turbo';
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// | 'gpt-3.5-turbo-0301';
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// | 'gpt-4-0314'
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// | 'gpt-4-32k-0314'
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export interface LocalStorageInterfaceV0ToV1 {
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chats: ChatInterface[];
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50451
src/utils/countTokens.ts
50451
src/utils/countTokens.ts
File diff suppressed because one or more lines are too long
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@ -1,15 +1,50 @@
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import { MessageInterface } from '@type/chat';
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import countTokens from './countTokens';
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import { MessageInterface, ModelOptions } from '@type/chat';
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import { encoding_for_model } from '@dqbd/tiktoken';
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// https://github.com/dqbd/tiktoken/issues/23#issuecomment-1483317174
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export const getChatGPTEncoding = (
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messages: MessageInterface[],
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model: ModelOptions
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) => {
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const isGpt3 = model === 'gpt-3.5-turbo';
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const encoder = encoding_for_model(model, {
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'<|im_start|>': 100264,
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'<|im_end|>': 100265,
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'<|im_sep|>': 100266,
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});
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const msgSep = isGpt3 ? '\n' : '';
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const roleSep = isGpt3 ? '\n' : '<|im_sep|>';
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const serialized = [
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messages
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.map(({ role, content }) => {
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return `<|im_start|>${role}${roleSep}${content}<|im_end|>`;
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})
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.join(msgSep),
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`<|im_start|>assistant${roleSep}`,
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].join(msgSep);
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return encoder.encode(serialized, 'all');
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};
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const countTokens = (messages: MessageInterface[], model: ModelOptions) => {
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if (messages.length === 0) return 0;
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return getChatGPTEncoding(messages, model).length;
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};
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export const limitMessageTokens = (
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messages: MessageInterface[],
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limit: number = 4096
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limit: number = 4096,
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model: ModelOptions
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): MessageInterface[] => {
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const limitedMessages: MessageInterface[] = [];
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let tokenCount = 0;
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for (let i = messages.length - 1; i >= 0; i--) {
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const count = countTokens(messages[i].content);
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const count = countTokens([messages[i]], model);
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if (count + tokenCount > limit) break;
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tokenCount += count;
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limitedMessages.unshift({ ...messages[i] });
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@ -18,9 +53,4 @@ export const limitMessageTokens = (
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return limitedMessages;
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};
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export const countMessagesToken = (messages: MessageInterface[]) => {
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return messages.reduce(
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(tokenCount, message) => (tokenCount += countTokens(message.content)),
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0
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);
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};
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export default countTokens;
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@ -1,9 +1,11 @@
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import { defineConfig } from 'vite';
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import react from '@vitejs/plugin-react-swc';
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import wasm from 'vite-plugin-wasm';
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import topLevelAwait from 'vite-plugin-top-level-await';
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// https://vitejs.dev/config/
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export default defineConfig({
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plugins: [react()],
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plugins: [react(), wasm(), topLevelAwait()],
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resolve: {
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alias: {
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'@icon/': new URL('./src/assets/icons/', import.meta.url).pathname,
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@ -17,5 +19,5 @@ export default defineConfig({
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'@src/': new URL('./src/', import.meta.url).pathname,
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},
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},
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base: "./"
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base: './',
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});
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109
yarn.lock
109
yarn.lock
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@ -59,6 +59,11 @@
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"@babel/helper-validator-identifier" "^7.19.1"
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to-fast-properties "^2.0.0"
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"@dqbd/tiktoken@^1.0.2":
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version "1.0.2"
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resolved "https://registry.yarnpkg.com/@dqbd/tiktoken/-/tiktoken-1.0.2.tgz#f180afc887426343bab2adc41106d04dbd3627c0"
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integrity sha512-AjGTBRWsMoVmVeN55NLyupyM8TNamOUBl6tj5t/leLDVup3CFGO9tVagNL1jf3GyZLkWZSTmYVbPQ/M2LEcNzw==
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"@emotion/babel-plugin@^11.0.0":
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version "11.10.6"
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resolved "https://registry.yarnpkg.com/@emotion/babel-plugin/-/babel-plugin-11.10.6.tgz#a68ee4b019d661d6f37dec4b8903255766925ead"
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@ -270,56 +275,127 @@
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"@nodelib/fs.scandir" "2.1.5"
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fastq "^1.6.0"
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"@rollup/plugin-virtual@^3.0.1":
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version "3.0.1"
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resolved "https://registry.yarnpkg.com/@rollup/plugin-virtual/-/plugin-virtual-3.0.1.tgz#cea7e489481cc0ca91516c047f8c53c1cfb1adf6"
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version "1.3.37"
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resolved "https://registry.yarnpkg.com/@swc/core-darwin-arm64/-/core-darwin-arm64-1.3.37.tgz#a92e075ae35f18a64aaf3823ea175f03564f8da1"
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version "1.3.42"
|
||||
resolved "https://registry.yarnpkg.com/@swc/core-win32-x64-msvc/-/core-win32-x64-msvc-1.3.42.tgz#fccac26974f03234e502276389f4330e2696887f"
|
||||
integrity sha512-ra2K4Tu++EJLPhzZ6L8hWUsk94TdK/2UKhL9dzCBhtzKUixsGCEqhtqH1zISXNvW8qaVLFIMUP37ULe80/IJaA==
|
||||
|
||||
"@swc/core@^1.3.10":
|
||||
version "1.3.42"
|
||||
resolved "https://registry.yarnpkg.com/@swc/core/-/core-1.3.42.tgz#7067c4fd9a02536f9ca7b54ed8ebc45e2df810cf"
|
||||
integrity sha512-nVFUd5+7tGniM2cT3LXaqnu3735Cu4az8A9gAKK+8sdpASI52SWuqfDBmjFCK9xG90MiVDVp2PTZr0BWqCIzpw==
|
||||
optionalDependencies:
|
||||
"@swc/core-darwin-arm64" "1.3.42"
|
||||
"@swc/core-darwin-x64" "1.3.42"
|
||||
"@swc/core-linux-arm-gnueabihf" "1.3.42"
|
||||
"@swc/core-linux-arm64-gnu" "1.3.42"
|
||||
"@swc/core-linux-arm64-musl" "1.3.42"
|
||||
"@swc/core-linux-x64-gnu" "1.3.42"
|
||||
"@swc/core-linux-x64-musl" "1.3.42"
|
||||
"@swc/core-win32-arm64-msvc" "1.3.42"
|
||||
"@swc/core-win32-ia32-msvc" "1.3.42"
|
||||
"@swc/core-win32-x64-msvc" "1.3.42"
|
||||
|
||||
"@swc/core@^1.3.35":
|
||||
version "1.3.37"
|
||||
resolved "https://registry.yarnpkg.com/@swc/core/-/core-1.3.37.tgz#644653fa7deb20c7c342e7fd019c7abc44ecf1bf"
|
||||
|
|
@ -353,13 +429,6 @@
|
|||
dependencies:
|
||||
"@types/ms" "*"
|
||||
|
||||
"@types/dompurify@^2.4.0":
|
||||
version "2.4.0"
|
||||
resolved "https://registry.yarnpkg.com/@types/dompurify/-/dompurify-2.4.0.tgz#fd9706392a88e0e0e6d367f3588482d817df0ab9"
|
||||
integrity sha512-IDBwO5IZhrKvHFUl+clZxgf3hn2b/lU6H1KaBShPkQyGJUQ0xwebezIPSuiyGwfz1UzJWQl4M7BDxtHtCCPlTg==
|
||||
dependencies:
|
||||
"@types/trusted-types" "*"
|
||||
|
||||
"@types/hast@^2.0.0":
|
||||
version "2.3.4"
|
||||
resolved "https://registry.yarnpkg.com/@types/hast/-/hast-2.3.4.tgz#8aa5ef92c117d20d974a82bdfb6a648b08c0bafc"
|
||||
|
|
@ -427,11 +496,6 @@
|
|||
resolved "https://registry.yarnpkg.com/@types/scheduler/-/scheduler-0.16.2.tgz#1a62f89525723dde24ba1b01b092bf5df8ad4d39"
|
||||
integrity sha512-hppQEBDmlwhFAXKJX2KnWLYu5yMfi91yazPb2l+lbJiwW+wdo1gNeRA+3RgNSO39WYX2euey41KEwnqesU2Jew==
|
||||
|
||||
"@types/trusted-types@*":
|
||||
version "2.0.3"
|
||||
resolved "https://registry.yarnpkg.com/@types/trusted-types/-/trusted-types-2.0.3.tgz#a136f83b0758698df454e328759dbd3d44555311"
|
||||
integrity sha512-NfQ4gyz38SL8sDNrSixxU2Os1a5xcdFxipAFxYEuLUlvU2uDwS4NUpsImcf1//SlWItCVMMLiylsxbmNMToV/g==
|
||||
|
||||
"@types/unist@*", "@types/unist@^2.0.0":
|
||||
version "2.0.6"
|
||||
resolved "https://registry.yarnpkg.com/@types/unist/-/unist-2.0.6.tgz#250a7b16c3b91f672a24552ec64678eeb1d3a08d"
|
||||
|
|
@ -661,11 +725,16 @@ core-js@3.18.3:
|
|||
resolved "https://registry.yarnpkg.com/core-js/-/core-js-3.18.3.tgz#86a0bba2d8ec3df860fefcc07a8d119779f01509"
|
||||
integrity sha512-tReEhtMReZaPFVw7dajMx0vlsz3oOb8ajgPoHVYGxr8ErnZ6PcYEvvmjGmXlfpnxpkYSdOQttjB+MvVbCGfvLw==
|
||||
|
||||
core-js@^3.6.0, core-js@^3.8.3:
|
||||
core-js@^3.6.0:
|
||||
version "3.29.0"
|
||||
resolved "https://registry.yarnpkg.com/core-js/-/core-js-3.29.0.tgz#0273e142b67761058bcde5615c503c7406b572d6"
|
||||
integrity sha512-VG23vuEisJNkGl6XQmFJd3rEG/so/CNatqeE+7uZAwTSwFeB/qaO0be8xZYUNWprJ/GIwL8aMt9cj1kvbpTZhg==
|
||||
|
||||
core-js@^3.8.3:
|
||||
version "3.29.1"
|
||||
resolved "https://registry.yarnpkg.com/core-js/-/core-js-3.29.1.tgz#40ff3b41588b091aaed19ca1aa5cb111803fa9a6"
|
||||
integrity sha512-+jwgnhg6cQxKYIIjGtAHq2nwUOolo9eoFZ4sHfUH09BLXBgxnH4gA0zEd+t+BO2cNB8idaBtZFcFTRjQJRJmAw==
|
||||
|
||||
cosmiconfig@^7.0.0:
|
||||
version "7.1.0"
|
||||
resolved "https://registry.yarnpkg.com/cosmiconfig/-/cosmiconfig-7.1.0.tgz#1443b9afa596b670082ea46cbd8f6a62b84635f6"
|
||||
|
|
@ -2299,6 +2368,20 @@ vfile@^5.0.0:
|
|||
unist-util-stringify-position "^3.0.0"
|
||||
vfile-message "^3.0.0"
|
||||
|
||||
vite-plugin-top-level-await@^1.3.0:
|
||||
version "1.3.0"
|
||||
resolved "https://registry.yarnpkg.com/vite-plugin-top-level-await/-/vite-plugin-top-level-await-1.3.0.tgz#83c73b5aed33a3819d85432da27f462218cfb3f5"
|
||||
integrity sha512-owIfsgWudMlQODWJSwp0sQB3AZZu3qsMygeBjZy8CyjEk6OB9AGd8lHqmgwrcEqgvy9N58lYxSBLVk3/4ejEiA==
|
||||
dependencies:
|
||||
"@rollup/plugin-virtual" "^3.0.1"
|
||||
"@swc/core" "^1.3.10"
|
||||
uuid "^9.0.0"
|
||||
|
||||
vite-plugin-wasm@^3.2.2:
|
||||
version "3.2.2"
|
||||
resolved "https://registry.yarnpkg.com/vite-plugin-wasm/-/vite-plugin-wasm-3.2.2.tgz#7a66fef27733a0dea9b2b14f942a6389a2523f7c"
|
||||
integrity sha512-cdbBUNR850AEoMd5nvLmnyeq63CSfoP1ctD/L2vLk/5+wsgAPlAVAzUK5nGKWO/jtehNlrSSHLteN+gFQw7VOA==
|
||||
|
||||
vite@^4.1.0:
|
||||
version "4.1.4"
|
||||
resolved "https://registry.yarnpkg.com/vite/-/vite-4.1.4.tgz#170d93bcff97e0ebc09764c053eebe130bfe6ca0"
|
||||
|
|
|
|||
Loading…
Reference in a new issue