diff --git a/apps/remix-ide/src/app/plugins/electron/remixAIDesktopPlugin.tsx b/apps/remix-ide/src/app/plugins/electron/remixAIDesktopPlugin.tsx index de1db07612..81c4705a4f 100644 --- a/apps/remix-ide/src/app/plugins/electron/remixAIDesktopPlugin.tsx +++ b/apps/remix-ide/src/app/plugins/electron/remixAIDesktopPlugin.tsx @@ -14,23 +14,16 @@ const desktop_profile = { } export class remixAIDesktopPlugin extends ElectronPlugin { - selectedModel: IModel | null = DefaultModels()[0] constructor() { console.log('remixAIDesktopPlugin loaded') super(desktop_profile) - - this - } onActivation(): void { this.on('remixAI', 'enabled', () => {console.log('someone enable the remixAI desktop plugin')} ) console.log('remixAIDesktopPlugin ---------------------- activated') - console.log('remixAIDesktopPlugin Model: ', this.selectedModel) } - - } // class RemixAIPlugin extends ElectronPlugin { diff --git a/apps/remixdesktop/package-lock.json b/apps/remixdesktop/package-lock.json index 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"name": "remixdesktop", "version": "1.0.5-insiders", - "main": "build/main.js", + "main": "build/apps/remixdesktop/src/main.js", "license": "MIT", "type": "commonjs", "description": "Remix IDE Desktop", @@ -68,10 +68,13 @@ "electron-updater": "^6.1.8", "esm": "^3.2.25", "express": "^4.19.2", + "i": "^0.3.7", "isomorphic-git": "^1.24.2", + "llama-node": "^0.1.6", "matomo-tracker": "^2.2.4", "node-llama-cpp": "^2.8.11", "node-pty": "^0.10.1", + "npm": "^10.8.1", "semver": "^7.5.4" }, "imports": { diff --git a/apps/remixdesktop/src/lib/llamaInferencer.ts b/apps/remixdesktop/src/lib/llamaInferencer.ts deleted file mode 100644 index a26fa859d3..0000000000 --- a/apps/remixdesktop/src/lib/llamaInferencer.ts +++ /dev/null @@ -1,166 +0,0 @@ -import path from 'path'; -import fs from 'fs'; -import axios from "axios"; -import { EventEmitter } from 'events'; -import { LlamaModel, LlamaContext, LlamaChatSession, LlamaModelOptions } from "node-llama-cpp"; - -class LLamaBackend { - static instance: any - static model: any - static modelPath: string - - static async getInstance() { - if (this.instance === null || this.instance === undefined) { - const LlamaApi = Function('return import("node-llama-cpp")')(); - const { LlamaModel, LlamaContext, LlamaChatSession, LlamaModelOptions } = await LlamaApi; - - const getModelOptions = () => { - - const options = { - modelPath: this.modelPath? this.modelPath: null, - threads: 1, - temperature: 0.6, - topK: 40, - topP: 0.92, - logitsAll: false, - vocabOnly: false, - useMmap: false, - useMlock: false, - embedding: false, - }; - return options; - } - console.log('loading model with options', getModelOptions()) - const m = new LlamaModel(getModelOptions()); - - console.log("system infos\n", LlamaModel.systemInfo) - console.log("model infos\n", m.modelInfo) - const context = new LlamaContext({model: m}); - const session = new LlamaChatSession({context}); - this.instance = session - return this.instance - } - return this.instance - } - -} - -export class LLamaInferencer { - plugin: any - isReady: boolean = false - selectedModel: any - modelPath: string - event: EventEmitter - inferencer: any - - constructor(props, model) { - this.plugin = props - this.selectedModel = model - this.event = new EventEmitter() - } - - async init(envPath?: string) { - try { - await this._downloadModel(this.selectedModel) - - if (this.modelPath === undefined) { - console.log('Model not downloaded or not found') - return - } - - console.log('Model downloaded at', this.modelPath) - - LLamaBackend.model = this.selectedModel - LLamaBackend.modelPath = this.modelPath - this.inferencer = await LLamaBackend.getInstance() - this.inferencer.init() - this.isReady = this.inferencer.initialized - } catch (error) { - console.log('Error initializing the model', error) - } - } - - async _downloadModel(model): Promise { - console.log('Downloading the model model', model) - console.log('Downloading model', model.downloadUrl) - - const wdir = await this.plugin.call('fs' as any, 'getWorkingDir'); - console.log('working dir is', wdir) - const outputLocationDir = await this.plugin.call('fs' as any, 'selectFolder', wdir); - console.log('output location dir is', outputLocationDir) - - if (outputLocationDir === undefined) { - console.log('No output location selected'); - return; - } - - const outputLocationPath = path.join(outputLocationDir, model.modelName); - console.log('output location path is', outputLocationDir) - if (fs.existsSync(outputLocationPath)) { - this.modelPath = outputLocationPath - console.log('Model already exists in the output location', outputLocationPath); - return; - } - - // Make a HEAD request to get the file size - const { headers } = await axios.head(model.downloadUrl); - const totalSize = parseInt(headers['content-length'], 10); - - // Create a write stream to save the file - const writer = fs.createWriteStream(outputLocationPath); - - // Start the file download - const response = await axios({ - method: 'get', - url: model.downloadUrl, - responseType: 'stream' - }); - - let downloadedSize = 0; - - response.data.on('data', (chunk: Buffer) => { - downloadedSize += chunk.length; - const progress = (Number((downloadedSize / totalSize) * 100).toFixed(2)); - console.log(`Downloaded ${progress}%`); - this.event.emit('download', progress); - }); - - response.data.pipe(writer); - - this.event.emit('ready') - this.modelPath = outputLocationPath - console.log('LLama Download complete'); - - return new Promise((resolve, reject) => { - writer.on('finish', resolve); - writer.on('error', reject); - }); - } - - async code_completion(context: any, params): Promise { - if (!this.isReady) { - console.log('model not ready yet') - return - } - - // as of now no prompt required - this.event.emit('onInference') - const result = this.inferencer.promptWithMeta(context) - this.event.emit('onInferenceDone') - return result - } - - async code_insertion(msg_pfx: string, msg_sfx: string, params): Promise { - if (!this.isReady) { - console.log('model not ready yet') - return - } - - this.event.emit('onInference') - // const prompt = getInsertionPrompt(InlineCompletionTransformer.model, msg_pfx, msg_sfx) - // const instance = await InlineCompletionTransformer.getInstance() - // const result = instance(prompt, insertionParams) - // this.event.emit('onInferenceDone') - // return result - } -} \ No newline at end of file diff --git a/apps/remixdesktop/src/plugins/remixAIDektop.ts b/apps/remixdesktop/src/plugins/remixAIDektop.ts index 6184c419c5..09c42d4005 100644 --- a/apps/remixdesktop/src/plugins/remixAIDektop.ts +++ b/apps/remixdesktop/src/plugins/remixAIDektop.ts @@ -1,17 +1,11 @@ import { ElectronBasePlugin, ElectronBasePluginClient } from "@remixproject/plugin-electron" import { Profile } from "@remixproject/plugin-utils" -import { app } from 'electron'; -// import { Model, ModelType, DefaultModels } from '@remix/remix-ai-core'; -import axios from "axios"; -import fs from 'fs'; -import path from 'path'; -import {ipcMain} from 'electron'; - -import {InlineCompletionServiceTransformer} from '../lib/completionTransformer' -import { LLamaInferencer } from '../lib/llamaInferencer'; - -//import {LlamaModel, LlamaContext, LlamaChatSession, LlamaModelOptions} from "node-llama-cpp"; +// import { IModel, ModelType, DefaultModels } from '@remix/remix-ai-core'; +//import { pipeline, env } from '@xenova/transformers'; +// use remix ai core +import { InlineCompletionServiceTransformer, LLamaInferencer } from '../../../../libs/remix-ai-core/src/index' +import { cacheDir } from "../utils/config" // import { isE2E } from "../main"; const profile = { @@ -44,13 +38,13 @@ const clientProfile: Profile = { description: 'RemixAI provides AI services to Remix IDE Desktop.', kind: '', documentation: 'https://remix-ide.readthedocs.io/en/latest/remixai.html', - methods: ['initializeModelBackend', 'code_completion'], + methods: ['initializeModelBackend', 'code_completion', 'code_insertion', 'code_generation', 'code_explaining', 'error_explaining', 'solidity_answer'] } class RemixAIDesktopPluginClient extends ElectronBasePluginClient { - multitaskModel: LLamaInferencer| InlineCompletionServiceTransformer = null completionModel: LLamaInferencer| InlineCompletionServiceTransformer = null + readonly modelCacheDir: string = cacheDir constructor (webContentsId: number, profile: Profile){ console.log("loading the remix plugin client ........................") @@ -71,53 +65,62 @@ class RemixAIDesktopPluginClient extends ElectronBasePluginClient { } async initializeModelBackend(multitaskModel: any, completionModel?: any){ - console.log("Initializing backend with model ", multitaskModel, completionModel) + // console.log("Initializing backend with model ", multitaskModel, completionModel) + // if (completionModel && completionModel.modelType === 'CODE_COMPLETION'){ + // switch (completionModel.modelReqs.backend) { + // case 'llamacpp': + // this.completionModel = new LLamaInferencer(completionModel, this.modelCacheDir) + // break; + // case 'transformerjs': + // this.completionModel = new InlineCompletionServiceTransformer(completionModel, this.modelCacheDir) + // break; + // default: + // console.log("Backend not supported") + // break; + // } + // } + + console.log("Initializing backend with model ", multitaskModel) switch (multitaskModel.modelReqs.backend) { - case 'llamacpp': - this.multitaskModel = new LLamaInferencer(this, multitaskModel) - break; - case 'transformerjs': - this.multitaskModel = new InlineCompletionServiceTransformer(multitaskModel) - break; - default: - console.log("Backend not supported") - break; - } - - if (completionModel && completionModel.modelType === 'CODE_COMPLETION'){ - switch (completionModel.modelReqs.backend) { - case 'llamacpp': - this.completionModel = new LLamaInferencer(this, completionModel) - break; - case 'transformerjs': - this.completionModel = new InlineCompletionServiceTransformer(completionModel) - break; - default: - console.log("Backend not supported") - break; - } + case 'llamacpp': + this.multitaskModel = new LLamaInferencer(multitaskModel, this.modelCacheDir) + break; + case 'transformerjs': + this.multitaskModel = new InlineCompletionServiceTransformer(multitaskModel, this.modelCacheDir) + break; + default: + console.log("Backend not supported") + break; } - // init the mmodels + // init the mmodels if (this.multitaskModel){ await this.multitaskModel.init() - } + } if (this.completionModel){ await this.completionModel.init() } - } - - code_completion(context: any) { + async code_completion(context: any) { console.log("Code completion called") if (this.completionModel){ - return this.completionModel.code_completion(context, {max_new_tokens: 100}) + return this.completionModel.code_completion(context) } - // use general purpose model - return this.multitaskModel.code_completion(context, {max_new_tokens: 100}) + // use general purpose model + return this.multitaskModel.code_completion(context) + } + + async code_insertion(msg_pfx: string, msg_sfx: string) { + console.log("Code insertion called") + if (this.completionModel){ + return this.completionModel.code_insertion(msg_pfx, msg_sfx) + } + + // use general purpose model + return this.multitaskModel.code_insertion(msg_pfx, msg_sfx) } // async _loadLocalModel(): Promise { @@ -133,7 +136,7 @@ class RemixAIDesktopPluginClient extends ElectronBasePluginClient { // return session; // } - + // _getModelOptions(): LlamaModelOptions { // const options: LlamaModelOptions = { @@ -156,7 +159,7 @@ class RemixAIDesktopPluginClient extends ElectronBasePluginClient { // async getInferenceModel(): Promise { // return this._loadLocalModel(); - // } + // } changemodel(newModel: any){ /// dereference the current static inference object diff --git a/apps/remixdesktop/src/utils/config.ts b/apps/remixdesktop/src/utils/config.ts index df7b8c8d15..f9350db6bc 100644 --- a/apps/remixdesktop/src/utils/config.ts +++ b/apps/remixdesktop/src/utils/config.ts @@ -14,6 +14,9 @@ export const createDefaultConfigLocations = async() => { if (!fs.existsSync(cacheDir + '/compilers')) { fs.mkdirSync(cacheDir + '/compilers') } + if (!fs.existsSync(cacheDir + '/models')) { + fs.mkdirSync(cacheDir + '/models') + } if (!fs.existsSync(cacheDir + '/remixdesktop.json')) { console.log('create config file') fs.writeFileSync(cacheDir + '/remixdesktop.json', JSON.stringify({})) diff --git a/apps/remixdesktop/tsconfig.json b/apps/remixdesktop/tsconfig.json index d98d45e4c8..d080360276 100644 --- a/apps/remixdesktop/tsconfig.json +++ b/apps/remixdesktop/tsconfig.json @@ -14,9 +14,9 @@ "resolveJsonModule": true, "paths": { "*": ["node_modules/*"], - // "@remix/remix-ai-core": [ - // "../../libs/remix-ai-core/src/index.ts" - // ], + "@remix/remix-ai-core": [ + "../../libs/remix-ai-core/src" + ] }, "typeRoots": ["src/**/*.d.ts", "node_modules/@types", "test/**/*.d.ts", 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integration of AI models in Remix IDE", + "main": "./src/index.js", + "types": "./src/index.d.ts", "publishConfig": { "access": "public" }, @@ -18,9 +15,13 @@ "remix", "ide", "ethereum", - "solidity" + "solidity", + "AI" ], - "author": "Remix Team", + "author": { + "name": "Stéphane Tetsing", + "email": "stephane.fosso@ethereum.org" + }, "license": "MIT", "bugs": { "url": "https://github.com/ethereum/remix-project/issues" @@ -37,8 +38,10 @@ "fs-extra": "^3.0.1", "isbinaryfile": "^3.0.2", "latest-version": "^5.1.0", + "remix-ai-core": "^0.0.2", "semver": "^6.3.0", - "ws": "^7.3.0" + "ws": "^7.3.0", + "node-llama-cpp": "^2.8.11" }, "python": { "execPath": "python3", @@ -47,21 +50,20 @@ } }, "devDependencies": { - "@types/axios": "^0.14.0", - "@types/fs-extra": "^9.0.1", - "@types/node": "^18.16.1", - "@types/ws": "^7.2.4", - "@typescript-eslint/eslint-plugin": "^3.2.0", - "@typescript-eslint/parser": "^3.2.0", - "eslint": "6.8.0", - "eslint-config-standard": "14.1.1", - "eslint-plugin-import": "2.20.2", - "eslint-plugin-node": "11.1.0", - "eslint-plugin-promise": "4.2.1", - "eslint-plugin-standard": "4.0.1", - "nodemon": "^2.0.4", - "ts-node": "^8.10.1", - "typescript": "^3.9.3" + "@remixproject/engine-electron": "0.3.43", + "@remixproject/plugin": "0.3.43", + "add": "^2.0.6", + "axios": "^1.6.8", + "byline": "^5.0.0", + "chokidar": "^3.5.3", + "create-require": "^1.1.1", + "esm": "^3.2.25", + "express": "^4.19.2", + "isomorphic-git": "^1.24.2", + "matomo-tracker": "^2.2.4", + "node-llama-cpp": "^2.8.11", + "node-pty": "^0.10.1", + "semver": "^7.5.4" }, "typings": "index.d.ts", "gitHead": "ba6b2b226349d035146bd6deb120fef3d499ed16" diff --git a/libs/remix-ai-core/project.json b/libs/remix-ai-core/project.json index 3a226abcb1..b092fdab7a 100644 --- a/libs/remix-ai-core/project.json +++ b/libs/remix-ai-core/project.json @@ -23,7 +23,8 @@ "executor": "@nrwl/linter:eslint", "outputs": ["{options.outputFile}"], "options": { - "lintFilePatterns": ["libs/remix-ai-core/**/*.ts"] + "lintFilePatterns": ["libs/remix-ai-core/**/*.ts"], + "eslintConfig": "libs/remix-ai-core/.eslintrc" } } }, diff --git a/libs/remix-ai-core/src/index.ts b/libs/remix-ai-core/src/index.ts index 1e73c7225b..825311b41c 100644 --- a/libs/remix-ai-core/src/index.ts +++ b/libs/remix-ai-core/src/index.ts @@ -1,7 +1,15 @@ 'use strict' -import { IModel, IModelResponse, IModelRequest, InferenceModel, ICompletions, IParams} from './types/types' -import { ModelType } from './types/constants' -import { DefaultModels } from './types/models' +import { IModel, IModelResponse, IModelRequest, InferenceModel, ICompletions, IParams } from './types/types' +import { ModelType } from './types/constants' +import { DefaultModels } from './types/models' import { getCompletionPrompt, getInsertionPrompt } from './prompts/completionPrompts' -export { IModel, IModelResponse, IModelRequest, InferenceModel, ModelType, DefaultModels, ICompletions, IParams, getCompletionPrompt, getInsertionPrompt} \ No newline at end of file +import { InlineCompletionServiceTransformer } from './inferencers/local/completionTransformer' +import { LLamaInferencer } from './inferencers/local/llamaInferencer' + +export { + IModel, IModelResponse, IModelRequest, InferenceModel, + ModelType, DefaultModels, ICompletions, IParams, + getCompletionPrompt, getInsertionPrompt, + InlineCompletionServiceTransformer, LLamaInferencer +} \ No newline at end of file diff --git a/apps/remixdesktop/src/lib/completionTransformer.ts b/libs/remix-ai-core/src/inferencers/local/completionTransformer.ts similarity index 64% rename from apps/remixdesktop/src/lib/completionTransformer.ts rename to libs/remix-ai-core/src/inferencers/local/completionTransformer.ts index 638e682b66..10903ac44b 100644 --- a/apps/remixdesktop/src/lib/completionTransformer.ts +++ b/libs/remix-ai-core/src/inferencers/local/completionTransformer.ts @@ -1,33 +1,37 @@ import { EventEmitter } from 'events'; -// import { ICompletions, IParams } from '../../../../libs/remix-ai-core/src/index' -// import { getInsertionPrompt } from '../../../../libs/remix-ai-core/src/index' +import path from 'path'; +import { ICompletions, IModel, IParams } from '../../types/types'; +import { getInsertionPrompt } from '../../prompts/completionPrompts'; -const insertionParams = { +const insertionParams:IParams = { temperature: 0.9, - max_new_tokens: 150, - repetition_penalty: 1.5, - num_beams: 1, - num_return_sequences: 1, + max_new_tokens: 1024, + return_full_text: false, + // repetition_penalty: 1.5, + // num_beams: 1, + // num_return_sequences: 1, } -const completionParams = { +const completionParams:IParams = { temperature: 0.3, - repetition_penalty: 1.1, - max_new_tokens: 150, + max_new_tokens: 15, + return_full_text: false, + top_p: 0.9, + top_k: 50 } class InlineCompletionTransformer { - static task = null - static model = null - static instance = null; + static task = null + static model = null + static instance = null; static defaultModels = null // getting the instance of the model for the first time will download the model to the cache - static async getInstance(progress_callback = null) { + static async getInstance(progress_callback = null, modelCacheDir:string) { if (InlineCompletionTransformer.instance === null) { const TransformersApi = Function('return import("@xenova/transformers")')(); - const { pipeline, env} = await TransformersApi; + const { pipeline, env } = await TransformersApi; if (InlineCompletionTransformer.model.modelReqs.backend !== 'transformerjs') { console.log('model not supported') @@ -35,7 +39,7 @@ class InlineCompletionTransformer { } console.log('loading model', InlineCompletionTransformer.model) - InlineCompletionTransformer.instance = pipeline(InlineCompletionTransformer.task, InlineCompletionTransformer.model.modelName, { progress_callback, quantized: true}); + InlineCompletionTransformer.instance = pipeline(InlineCompletionTransformer.task, InlineCompletionTransformer.model.modelName, { progress_callback, quantized: true, cache_dir: modelCacheDir, return_full_text: false }); } return this.instance; } @@ -98,24 +102,27 @@ class DownloadManager { } -export class InlineCompletionServiceTransformer{ +export class InlineCompletionServiceTransformer implements ICompletions{ dMng = new DownloadManager() isReady = false event = new EventEmitter() selectedModel: any + inferencer = null + modelCacheDir: string = undefined - constructor(model: any) { + constructor(model:IModel, modelDir:string) { this.selectedModel = model + this.modelCacheDir = path.join(modelDir, 'models') this.dMng.events.on('progress', (data) => { - // log progress percentage + // log progress percentage const loaded = ((Number(data.loaded * 100 / data.total)).toFixed(2)).toString() console.log('download progress:', loaded + '%') if (loaded === '100.00') { this.dMng.events.emit('done', data) this.isReady = true - } + } }) this.dMng.events.on('done', (data) => { }) @@ -124,64 +131,48 @@ export class InlineCompletionServiceTransformer{ this.isReady = true }) this.dMng.events.on('complete', (data) => { - }) } - async init(envPath?: string) { + async init() { InlineCompletionTransformer.model = this.selectedModel InlineCompletionTransformer.task = InlineCompletionTransformer.model.task // create inference instance - await InlineCompletionTransformer.getInstance(this.dMng.onMessageReceived); - - if (envPath) { - this.setTransformerEnvPath(envPath) - } + this.inferencer = await InlineCompletionTransformer.getInstance(this.dMng.onMessageReceived, this.modelCacheDir); + console.log('inference instance created', this) } - setTransformerEnvPath(path: string) { - if (InlineCompletionTransformer.instance === null) { - console.log('model not ready yet') - return - } - if (path === '') { - console.log('path is empty') - return - } - - console.log('check this setting env path') - InlineCompletionTransformer.instance.env.set('TRANSFORMERS_CACHE', path) - } - - async code_completion(context: any, params=completionParams): Promise { + async code_completion(context: any, params:IParams=completionParams): Promise { if (!this.isReady) { console.log('model not ready yet') return } + console.log('in transformer code_completion') // as of now no prompt required this.event.emit('onInference') - const instance = await InlineCompletionTransformer.getInstance() - const result = await instance(context, params) + const result = await this.inferencer(context, params) this.event.emit('onInferenceDone') + console.log('result', result) return result } - async code_insertion(msg_pfx: string, msg_sfx: string, params=insertionParams): Promise { - console.log('in code_insertion', this) + async code_insertion(msg_pfx: string, msg_sfx: string, params:IParams=insertionParams): Promise { + console.log('in transformer code_insertion') if (!this.isReady) { console.log('model not ready yet') return } - + this.event.emit('onInference') - // const prompt = getInsertionPrompt(InlineCompletionTransformer.model, msg_pfx, msg_sfx) - // const instance = await InlineCompletionTransformer.getInstance() - // const result = instance(prompt, insertionParams) - // this.event.emit('onInferenceDone') - // return result + const prompt = getInsertionPrompt(InlineCompletionTransformer.model, msg_pfx, msg_sfx) + console.log('prompt', prompt) + const result = this.inferencer(prompt, insertionParams) + this.event.emit('onInferenceDone') + console.log('result', result) + return result } } diff --git a/libs/remix-ai-core/src/inferencers/local/llamaInferencer.ts b/libs/remix-ai-core/src/inferencers/local/llamaInferencer.ts new file mode 100644 index 0000000000..43c13b08f5 --- /dev/null +++ b/libs/remix-ai-core/src/inferencers/local/llamaInferencer.ts @@ -0,0 +1,155 @@ +import path from 'path'; +import fs from 'fs'; +import axios from "axios"; +import { EventEmitter } from 'events'; +import { ICompletions, IModel, IParams } from '../../types/types'; +import { getInsertionPrompt } from '../../prompts/completionPrompts'; + +class LLamaBackend { + static instance: any + static model: any + static modelPath: string + + static async getInstance() { + if (this.instance === null || this.instance === undefined) { + const LlamaApi = Function('return import("node-llama-cpp")')(); + const { LlamaModel, LlamaContext, LlamaChatSession, LlamaModelOptions } = await LlamaApi; + + const getModelOptions = () => { + const options = { + modelPath: this.modelPath? this.modelPath: null, + threads: 1, + temperature: 0.6, + topK: 40, + topP: 0.92, + logitsAll: false, + vocabOnly: false, + useMmap: false, + useMlock: false, + embedding: false, + }; + return options; + } + console.log('loading model with options', getModelOptions()) + const m = new LlamaModel(getModelOptions()); + + console.log("system infos\n", LlamaModel.systemInfo) + const context = new LlamaContext({ model: m }); + const session = new LlamaChatSession({ context }); + this.instance = session + return this.instance + } + return this.instance + } +} + +export class LLamaInferencer implements ICompletions { + isReady: boolean = false + selectedModel: any + modelPath: string + event: EventEmitter + inferencer: any + modelCacheDir: string = undefined + + constructor(model:IModel, modelDir:string) { + this.selectedModel = model + this.event = new EventEmitter() + this.modelCacheDir = path.join(modelDir, 'models') + } + + async init() { + try { + await this._downloadModel(this.selectedModel) + + if (this.modelPath === undefined) { + console.log('Model not downloaded or not found') + return + } + + console.log('Model downloaded at', this.modelPath) + + LLamaBackend.model = this.selectedModel + LLamaBackend.modelPath = this.modelPath + this.inferencer = await LLamaBackend.getInstance() + this.inferencer.init() + this.isReady = this.inferencer.initialized + } catch (error) { + console.log('Error initializing the model', error) + } + } + + async _downloadModel(model): Promise { + + if (this.modelCacheDir === undefined) { + console.log('Model cache directory not provided') + return + } else { + const outputLocationPath = path.join(this.modelCacheDir, model.modelName); + console.log('output location path is', outputLocationPath) + if (fs.existsSync(outputLocationPath)) { + this.modelPath = outputLocationPath + console.log('Model already exists in the output location', outputLocationPath); + return; + } + // Make a HEAD request to get the file size + const { headers } = await axios.head(model.downloadUrl); + const totalSize = parseInt(headers['content-length'], 10); + + // Create a write stream to save the file + const writer = fs.createWriteStream(outputLocationPath); + + // Start the file download + const response = await axios({ + method: 'get', + url: model.downloadUrl, + responseType: 'stream' + }); + + let downloadedSize = 0; + + response.data.on('data', (chunk: Buffer) => { + downloadedSize += chunk.length; + const progress = (Number((downloadedSize / totalSize) * 100).toFixed(2)); + console.log(`Downloaded ${progress}%`); + this.event.emit('download', progress); + }); + + response.data.pipe(writer); + + this.event.emit('ready') + this.modelPath = outputLocationPath + console.log('LLama Download complete'); + + return new Promise((resolve, reject) => { + writer.on('finish', resolve); + writer.on('error', reject); + }); + } + } + + async code_completion(context: any, params?:IParams): Promise { + if (!this.isReady) { + console.log('model not ready yet') + return + } + + // as of now no prompt required + this.event.emit('onInference') + const result = params? this.inferencer.prompt(context, params): this.inferencer.prompt(context) + this.event.emit('onInferenceDone') + console.log('result', await result) + return result + } + + async code_insertion(msg_pfx: string, msg_sfx: string, params?:IParams): Promise { + if (!this.isReady) { + console.log('model not ready yet') + return + } + this.event.emit('onInference') + const prompt = getInsertionPrompt(this.selectedModel, msg_pfx, msg_sfx) + const result = params? this.inferencer.prompt(prompt, params): this.inferencer.prompt(prompt) + this.event.emit('onInferenceDone') + return result + } +} \ No newline at end of file diff --git a/apps/remixdesktop/src/lib/remoteInference.ts b/libs/remix-ai-core/src/inferencers/remote/remoteInference.ts similarity index 100% rename from apps/remixdesktop/src/lib/remoteInference.ts rename to libs/remix-ai-core/src/inferencers/remote/remoteInference.ts diff --git a/libs/remix-ai-core/src/prompts/completionPrompts.ts b/libs/remix-ai-core/src/prompts/completionPrompts.ts index 534e27214e..652f6a2470 100644 --- a/libs/remix-ai-core/src/prompts/completionPrompts.ts +++ b/libs/remix-ai-core/src/prompts/completionPrompts.ts @@ -4,10 +4,10 @@ import { IModel } from "../types/types"; export const getInsertionPrompt = (model:IModel, msg_pfx, msg_sfx) => { if ((model.modelType === 'code_completion_insertion') && (model.modelName.toLocaleLowerCase().includes('deepseek'))){ - return `<｜fim▁begin｜> {msg_pfx} <｜fim▁hole｜> {msg_sfx} <｜fim▁end｜>` + return "<｜fim▁begin｜>" + msg_pfx + "<｜fim▁hole｜> " + msg_sfx + "<｜fim▁end｜>" } else { - // return error model not supported yet + // return error model not supported yet } } diff --git a/libs/remix-ai-core/src/types/models.ts b/libs/remix-ai-core/src/types/models.ts index f18ed057cd..089aeb029c 100644 --- a/libs/remix-ai-core/src/types/models.ts +++ b/libs/remix-ai-core/src/types/models.ts @@ -1,37 +1,44 @@ -// create a list of supported models +// create a list of supported models // create a function getModels returning a list of all supported models // create a function getModel returning a model by its name -import { IModel} from './types'; -import { ModelType} from './constants'; +import { IModel } from './types'; +import { ModelType } from './constants'; const DefaultModels = (): IModel[] => { - const model1:IModel = { - name: 'DeepSeek', - task: 'text-generation', + const model1:IModel = { + name: 'DeepSeek', + task: 'text-generation', modelName: 'deepseek-coder-1.3b-instruct.gguf', downloadUrl: 'https://huggingface.co/TheBloke/deepseek-coder-1.3b-instruct-GGUF/resolve/main/deepseek-coder-1.3b-instruct.Q4_K_M.gguf?download=true', modelType: ModelType.CODE_COMPLETION, - modelReqs: { backend: 'llamacpp', minSysMemory: 2, GPURequired: false, MinGPUVRAM: 2} - }; - const model2: IModel = { + modelReqs: { backend: 'llamacpp', minSysMemory: 2, GPURequired: false, MinGPUVRAM: 2 } + }; + const model2: IModel = { name: 'DeepSeek', - task: 'text-generation', + task: 'text-generation', modelName: 'deepseek-coder-6.7b-instruct.gguf', - downloadUrl: 'https://huggingface.co/TheBloke/deepseek-coder-6.7B-instruct-GGUF/resolve/main/deepseek-coder-6.7b-instruct.Q4_K_M.gguf?download=true', + downloadUrl: 'https://huggingface.co/TheBloke/deepseek-coder-6.7B-instruct-GGUF/resolve/main/deepseek-coder-6.7b-instruct.Q4_K_M.gguf?download=true', modelType: ModelType.GENERAL, - modelReqs: { backend: 'llamacpp', minSysMemory: 8, GPURequired: true, MinGPUVRAM: 8} + modelReqs: { backend: 'llamacpp', minSysMemory: 8, GPURequired: true, MinGPUVRAM: 8 } }; const model3: IModel = { name: 'DeepSeekTransformer', - task: 'text-generation', + task: 'text-generation', modelName: 'Xenova/deepseek-coder-1.3b-base', downloadUrl: 'Xenova/deepseek-coder-1.3b-base', modelType: ModelType.CODE_COMPLETION_INSERTION, - modelReqs: { backend: 'transformerjs', minSysMemory: 2, GPURequired: false, MinGPUVRAM: 2} + modelReqs: { backend: 'transformerjs', minSysMemory: 2, GPURequired: false, MinGPUVRAM: 2 } + }; + const model4: IModel = { + name: 'DeepSeek', + task: 'text-generation', + modelName: 'deepseek-coder-1.3b-base.gguf', + downloadUrl: 'https://huggingface.co/TheBloke/deepseek-coder-1.3b-base-GGUF/resolve/main/deepseek-coder-1.3b-base.Q4_K_M.gguf?download=true', + modelType: ModelType.CODE_COMPLETION_INSERTION, + modelReqs: { backend: 'llamacpp', minSysMemory: 2, GPURequired: false, MinGPUVRAM: 2 } }; - - return [model1, model2, model3]; + return [model1, model2, model3, model4]; } const getModel = async (name: string): Promise => { @@ -42,4 +49,4 @@ const loadModel = async (modelname: string): Promise => { console.log(`Loading model ${modelname}`); } -export { DefaultModels} \ No newline at end of file +export { DefaultModels } \ No newline at end of file diff --git a/libs/remix-ai-core/src/types/types.ts b/libs/remix-ai-core/src/types/types.ts index 0c7490c239..51c255f76d 100644 --- a/libs/remix-ai-core/src/types/types.ts +++ b/libs/remix-ai-core/src/types/types.ts @@ -49,4 +49,8 @@ export interface IParams { no_repeat_ngram_size?: number; num_beams?: number; num_return_sequences?: number; + top_k?: number; + top_p?: number; + stream_result?: boolean; + return_full_text?: boolean; } diff --git a/libs/remix-ai-core/tsconfig.json b/libs/remix-ai-core/tsconfig.json index 62ebbd9464..751eaf755d 100644 --- a/libs/remix-ai-core/tsconfig.json +++ b/libs/remix-ai-core/tsconfig.json @@ -1,13 +1,10 @@ { "extends": "../../tsconfig.base.json", - "files": [], - "include": [], - "references": [ - { - "path": "./tsconfig.lib.json" - }, - { - "path": "./tsconfig.spec.json" - } - ] -} + "compilerOptions": { + "types": ["node"], + "module": "commonjs", + "esModuleInterop": true, + "outDir": "./dist", + }, + "include": ["**/*.ts"] +} \ No newline at end of file diff --git a/libs/remix-ai-core/tsconfig.lib.json b/libs/remix-ai-core/tsconfig.lib.json index c7898b0936..f8c817af2a 100644 --- a/libs/remix-ai-core/tsconfig.lib.json +++ b/libs/remix-ai-core/tsconfig.lib.json @@ -1,13 +1,15 @@ { "extends": "./tsconfig.json", "compilerOptions": { - "target": "es6", "module": "commonjs", "outDir": "../../dist/out-tsc", "declaration": true, "rootDir": "./src", "types": ["node"] }, - "exclude": ["**/*.spec.ts"], - "include": ["bin", "src", "bin/origins.json", "../../apps/remixdesktop/src/lib/completionTransformer.ts"] + "exclude": [ + "**/*.spec.ts", + "test/" + ], + "include": ["**/*.ts"] } diff --git a/libs/remix-ai-core/tsconfig.spec.json b/libs/remix-ai-core/tsconfig.spec.json deleted file mode 100644 index 4fa5ed9ba0..0000000000 --- a/libs/remix-ai-core/tsconfig.spec.json +++ /dev/null @@ -1,15 +0,0 @@ -{ - "extends": "./tsconfig.json", - "compilerOptions": { - "outDir": "../../dist/out-tsc", - "module": "commonjs", - "types": ["node"] - }, - "include": [ - "**/*.spec.ts", - "**/*.spec.tsx", - "**/*.spec.js", - "**/*.spec.jsx", - "**/*.d.ts" - ] -} diff --git a/libs/remix-ai-core/yarn.lock b/libs/remix-ai-core/yarn.lock new file mode 100644 index 0000000000..9168ef2926 --- /dev/null +++ b/libs/remix-ai-core/yarn.lock @@ -0,0 +1,2186 @@ +# THIS IS AN AUTOGENERATED FILE. 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b/libs/remix-ui/editor/src/lib/providers/inlineCompletionProvider.ts @@ -61,7 +61,7 @@ export class RemixInLineCompletionProvider implements monacoTypes.languages.Inli // use the code generation model, only take max 1000 word as context this.props.plugin.call('terminal', 'log', { type: 'aitypewriterwarning', value: 'Solcoder - generating code for following comment: ' + ask.replace('///', '') }) - const data = await this.props.plugin.call('solcoder', 'code_generation', word) + const data = await this.props.plugin.call('remixAID', 'code_insertion', word, word_after) const parsedData = data[0].trimStart() //JSON.parse(data).trimStart() const item: monacoTypes.languages.InlineCompletion = { @@ -99,8 +99,8 @@ export class RemixInLineCompletionProvider implements monacoTypes.languages.Inli if (word.replace(/ +$/, '').endsWith('\n')){ // Code insertion try { - const output = await this.props.plugin.call('solcoder', 'code_insertion', word, word_after) - const generatedText = output[0] // no need to clean it. should already be + const output = await this.props.plugin.call('remixAID', 'code_insertion', word, word_after) + const generatedText = output[0].generated_text // no need to clean it. should already be const item: monacoTypes.languages.InlineCompletion = { insertText: generatedText @@ -122,8 +122,8 @@ export class RemixInLineCompletionProvider implements monacoTypes.languages.Inli try { // Code completion - const output = await this.props.plugin.call('solcoder', 'code_completion', word) - const generatedText = output[0] + const output = await this.props.plugin.call('remixAID', 'code_completion', word) + const generatedText = output[0].generated_text let clean = generatedText if (generatedText.indexOf('@custom:dev-run-script./') !== -1) { diff --git a/libs/remix-ui/remix-ai/src/lib/components/Default.tsx b/libs/remix-ui/remix-ai/src/lib/components/Default.tsx index 235d69cbd9..cb756e205c 100644 --- a/libs/remix-ui/remix-ai/src/lib/components/Default.tsx +++ b/libs/remix-ui/remix-ai/src/lib/components/Default.tsx @@ -57,7 +57,7 @@ export const Default = (props) => { // if (!completer.ready) { // await completer.init(); // } - await props.plugin.call(pluginName, 'initializeModelBackend', DefaultModels()[0]); + await props.plugin.call(pluginName, 'initializeModelBackend', DefaultModels()[3]); // // const code = completer.code_completion("pragma solidity ^0.8.0;\n") console.log("Got transformer model completion "); @@ -71,7 +71,7 @@ export const Default = (props) => { } }} - > Test inference + > Init Model
/fix the problems in my code diff --git a/package.json b/package.json index d5db9f0d36..728c09e2c2 100644 --- a/package.json +++ b/package.json @@ -161,8 +161,10 @@ "jszip": "^3.6.0", "just-once": "^2.2.0", "latest-version": "^5.1.0", + "llama-node": "^0.1.6", "merge": "^2.1.1", "npm-install-version": "^6.0.2", + "node-llama-cpp": "^2.8.11", "octokit": "^3.1.2", "openai": "^3.3.0", "path-browserify": "^1.0.1", @@ -264,6 +266,7 @@ "@uniswap/v2-core": "^1.0.1", "@uniswap/v3-core": "^1.0.1", "@vercel/webpack-asset-relocator-loader": "^1.7.3", + "@xenova/transformers": "^2.17.2", "ace-mode-lexon": "^1.*.*", "ace-mode-move": "0.0.1", "ace-mode-solidity": "^0.1.0", @@ -336,6 +339,7 @@ "npm-run-all": "^4.0.2", "nx": "15.7.1", "nyc": "^13.3.0", + "onnxruntime-web": "^1.18.0", "onchange": "^3.2.1", "os-browserify": "^0.3.0", "process": "^0.11.10", diff --git a/yarn.lock b/yarn.lock index b89be0e9b4..dca17c771d 100644 --- a/yarn.lock +++ b/yarn.lock @@ -3311,6 +3311,18 @@ dependencies: glob-to-regexp "^0.4.1" +"@kwsites/file-exists@^1.1.1": + version "1.1.1" + resolved "https://registry.yarnpkg.com/@kwsites/file-exists/-/file-exists-1.1.1.tgz#ad1efcac13e1987d8dbaf235ef3be5b0d96faa99" + integrity sha512-m9/5YGR18lIwxSFDwfE3oA7bWuq9kdau6ugN4H2rJeyhFQZcG9AgSHkQtSD15a8WvTgfz9aikZMrKPHvbpqFiw== + dependencies: + debug "^4.1.1" + +"@kwsites/promise-deferred@^1.1.1": + version "1.1.1" + resolved "https://registry.yarnpkg.com/@kwsites/promise-deferred/-/promise-deferred-1.1.1.tgz#8ace5259254426ccef57f3175bc64ed7095ed919" + integrity sha512-GaHYm+c0O9MjZRu0ongGBRbinu8gVAMd2UZjji6jVmqKtZluZnptXGWhz1E8j8D2HJ3f/yMxKAUC0b+57wncIw== + "@leichtgewicht/ip-codec@^2.0.1": version "2.0.4" resolved "https://registry.yarnpkg.com/@leichtgewicht/ip-codec/-/ip-codec-2.0.4.tgz#b2ac626d6cb9c8718ab459166d4bb405b8ffa78b" @@ -5015,6 +5027,11 @@ resolved "https://registry.yarnpkg.com/@octokit/openapi-types/-/openapi-types-19.1.0.tgz#75ec7e64743870fc73e1ab4bc6ec252ecdd624dc" integrity sha512-6G+ywGClliGQwRsjvqVYpklIfa7oRPA0vyhPQG/1Feh+B+wU0vGH1JiJ5T25d3g1JZYBHzR2qefLi9x8Gt+cpw== +"@octokit/openapi-types@^22.2.0": + version "22.2.0" + resolved "https://registry.yarnpkg.com/@octokit/openapi-types/-/openapi-types-22.2.0.tgz#75aa7dcd440821d99def6a60b5f014207ae4968e" + integrity sha512-QBhVjcUa9W7Wwhm6DBFu6ZZ+1/t/oYxqc2tp81Pi41YNuJinbFRx8B133qVOrAaBbF7D/m0Et6f9/pZt9Rc+tg== + "@octokit/plugin-enterprise-rest@^6.0.1": version "6.0.1" resolved "https://registry.yarnpkg.com/@octokit/plugin-enterprise-rest/-/plugin-enterprise-rest-6.0.1.tgz#e07896739618dab8da7d4077c658003775f95437" @@ -5025,6 +5042,13 @@ resolved "https://registry.yarnpkg.com/@octokit/plugin-paginate-graphql/-/plugin-paginate-graphql-4.0.0.tgz#b26024fa454039c18b948f13bf754ff86b89e8b9" integrity sha512-7HcYW5tP7/Z6AETAPU14gp5H5KmCPT3hmJrS/5tO7HIgbwenYmgw4OY9Ma54FDySuxMwD+wsJlxtuGWwuZuItA== +"@octokit/plugin-paginate-rest@11.3.1": + version "11.3.1" + resolved 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integrity sha512-EI7kXWidkt3Xlok5uN43suK99VWqc8OaIMktY9d9+RNKl69juoTyxmLoWPIZgJYzi41qj/9zU7G/ljnNOJ5AFA== + dependencies: + "@octokit/types" "^13.5.0" + "@octokit/plugin-rest-endpoint-methods@2.4.0": version "2.4.0" resolved "https://registry.yarnpkg.com/@octokit/plugin-rest-endpoint-methods/-/plugin-rest-endpoint-methods-2.4.0.tgz#3288ecf5481f68c494dd0602fc15407a59faf61e" @@ -5154,6 +5185,13 @@ dependencies: "@octokit/openapi-types" "^19.1.0" +"@octokit/types@^13.0.0", "@octokit/types@^13.5.0": + version "13.5.0" + resolved "https://registry.yarnpkg.com/@octokit/types/-/types-13.5.0.tgz#4796e56b7b267ebc7c921dcec262b3d5bfb18883" + integrity sha512-HdqWTf5Z3qwDVlzCrP8UJquMwunpDiMPt5er+QjGzL4hqr/vBVY/MauQgS1xWxCDT1oMx1EULyqxncdCY/NVSQ== + dependencies: + "@octokit/openapi-types" "^22.2.0" + "@octokit/types@^2.0.0", "@octokit/types@^2.0.1": version "2.16.2" resolved "https://registry.yarnpkg.com/@octokit/types/-/types-2.16.2.tgz#4c5f8da3c6fecf3da1811aef678fda03edac35d2" @@ -5435,6 +5473,13 @@ "@remixproject/plugin-api" "0.3.42" "@remixproject/plugin-utils" "0.3.42" +"@remixproject/plugin-api@0.3.33": + version "0.3.33" + resolved "https://registry.yarnpkg.com/@remixproject/plugin-api/-/plugin-api-0.3.33.tgz#29699f980ea00bebf720961cc0e78887e03903ec" + integrity sha512-fBEbRr6/mgQdfNdRqYQL3yewsPfTxV41F509CngbD6YdY5YKBihJhfGFHbd2rKSyXOgBiHIbe0SsV3OXpFdWnw== + dependencies: + "@remixproject/plugin-utils" "0.3.33" + "@remixproject/plugin-api@0.3.42": version "0.3.42" resolved "https://registry.yarnpkg.com/@remixproject/plugin-api/-/plugin-api-0.3.42.tgz#c64d8b75a139d4e5cc342861d288d638818a8081" @@ -5452,6 +5497,13 @@ "@remixproject/plugin-api" "0.3.42" "@remixproject/plugin-utils" "0.3.42" +"@remixproject/plugin-utils@0.3.33": + version "0.3.33" + resolved "https://registry.yarnpkg.com/@remixproject/plugin-utils/-/plugin-utils-0.3.33.tgz#7b697403031598276baaf16bb82d6c62062053fc" + integrity 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-5478,6 +5539,15 @@ "@remixproject/plugin-api" "0.3.42" "@remixproject/plugin-utils" "0.3.42" +"@remixproject/plugin@0.3.33": + version "0.3.33" + resolved "https://registry.yarnpkg.com/@remixproject/plugin/-/plugin-0.3.33.tgz#2939cdb6a1231743d7f00c10f5ea47eddd49b602" + integrity sha512-ia6LevsWYPkcRwOBl3umA2fPCgYt2TmB437Pafs9BE6fD9judEvlvEqXjBy9GLBsZzZWSiyYenOnW8HIiwqfMA== + dependencies: + "@remixproject/plugin-api" "0.3.33" + "@remixproject/plugin-utils" "0.3.33" + events "3.2.0" + "@remixproject/plugin@0.3.42": version "0.3.42" resolved "https://registry.yarnpkg.com/@remixproject/plugin/-/plugin-0.3.42.tgz#26709eedf53a7fe13717fa909eebebfd757f74bf" @@ -8503,6 +8573,15 @@ axios@^0.26.0: dependencies: follow-redirects "^1.14.8" +axios@^1.6.5: + version "1.7.2" + resolved "https://registry.yarnpkg.com/axios/-/axios-1.7.2.tgz#b625db8a7051fbea61c35a3cbb3a1daa7b9c7621" + integrity sha512-2A8QhOMrbomlDuiLeK9XibIBzuHeRcqqNOHp0Cyp5EoJ1IFDh+XZH3A6BkXtv0K4gFGCI0Y4BM7B1wOEi0Rmgw== + dependencies: + follow-redirects "^1.15.6" + form-data "^4.0.0" + proxy-from-env "^1.1.0" + axobject-query@^2.2.0: version "2.2.0" resolved "https://registry.yarnpkg.com/axobject-query/-/axobject-query-2.2.0.tgz#943d47e10c0b704aa42275e20edf3722648989be" @@ -9344,6 +9423,15 @@ bl@^4.0.0, bl@^4.0.3, bl@^4.1.0: inherits "^2.0.4" readable-stream "^3.4.0" +bl@^5.0.0: + version "5.1.0" + resolved "https://registry.yarnpkg.com/bl/-/bl-5.1.0.tgz#183715f678c7188ecef9fe475d90209400624273" + integrity sha512-tv1ZJHLfTDnXE6tMHv73YgSJaWR2AFuPwMntBe7XL/GBFHnT0CLnsHMogfk5+GzCDC5ZWarSCYaIGATZt9dNsQ== + dependencies: + buffer "^6.0.3" + inherits "^2.0.4" + readable-stream "^3.4.0" + blake2b-wasm@^2.4.0: version "2.4.0" resolved "https://registry.yarnpkg.com/blake2b-wasm/-/blake2b-wasm-2.4.0.tgz#9115649111edbbd87eb24ce7c04b427e4e2be5be" @@ -10353,6 +10441,11 @@ chalk@^4.0.0, chalk@^4.0.2, chalk@^4.1.0, chalk@^4.1.2: ansi-styles "^4.1.0" supports-color "^7.1.0" +chalk@^5.0.0, chalk@^5.3.0: + version 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sha512-x/5fWmGMnbKQAaNwN+UZlV79qBLM9JFnJuJ03gIi5whrob0xV0ofNVHy9DhwGdsMJQc2OKv0oGmLzvaqvAVv+g== +cli-spinners@^2.9.0: + version "2.9.2" + resolved "https://registry.yarnpkg.com/cli-spinners/-/cli-spinners-2.9.2.tgz#1773a8f4b9c4d6ac31563df53b3fc1d79462fe41" + integrity sha512-ywqV+5MmyL4E7ybXgKys4DugZbX0FC6LnwrhjuykIjnK9k8OQacQ7axGKnjDXWNhns0xot3bZI5h55H8yo9cJg== + cli-table@^0.3.1: version "0.3.6" resolved "https://registry.yarnpkg.com/cli-table/-/cli-table-0.3.6.tgz#e9d6aa859c7fe636981fd3787378c2a20bce92fc" @@ -10851,6 +10968,25 @@ cluster-key-slot@^1.1.0: resolved "https://registry.yarnpkg.com/cluster-key-slot/-/cluster-key-slot-1.1.2.tgz#88ddaa46906e303b5de30d3153b7d9fe0a0c19ac" integrity sha512-RMr0FhtfXemyinomL4hrWcYJxmX6deFdCxpJzhDttxgO1+bcCnkk+9drydLVDmAMG7NE6aN/fl4F7ucU/90gAA== +cmake-js@^7.2.1: + version "7.3.0" + resolved "https://registry.yarnpkg.com/cmake-js/-/cmake-js-7.3.0.tgz#6fd6234b7aeec4545c1c806f9e3f7ffacd9798b2" + integrity sha512-dXs2zq9WxrV87bpJ+WbnGKv8WUBXDw8blNiwNHoRe/it+ptscxhQHKB1SJXa1w+kocLMeP28Tk4/eTCezg4o+w== + dependencies: + axios "^1.6.5" + debug "^4" + fs-extra "^11.2.0" + lodash.isplainobject "^4.0.6" + memory-stream "^1.0.0" + node-api-headers "^1.1.0" + npmlog "^6.0.2" + rc "^1.2.7" + semver "^7.5.4" + tar "^6.2.0" + url-join "^4.0.1" + which "^2.0.2" + yargs "^17.7.2" + cmd-shim@~2.0.2: version "2.0.2" resolved "https://registry.yarnpkg.com/cmd-shim/-/cmd-shim-2.0.2.tgz#6fcbda99483a8fd15d7d30a196ca69d688a2efdb" @@ -11578,6 +11714,13 @@ cross-blob@^2.0.1: blob-polyfill "^5.0.20210201" fetch-blob "^2.1.2" +cross-env@^7.0.3: + version "7.0.3" + resolved "https://registry.yarnpkg.com/cross-env/-/cross-env-7.0.3.tgz#865264b29677dc015ba8418918965dd232fc54cf" + integrity sha512-+/HKd6EgcQCJGh2PSjZuUitQBQynKor4wrFbRg4DtAgS1aWO+gU52xpH7M9ScGgXSYmAVS9bIJ8EzuaGw0oNAw== + dependencies: + cross-spawn "^7.0.1" + cross-fetch@3.1.5, cross-fetch@^3.1.5: version "3.1.5" resolved "https://registry.yarnpkg.com/cross-fetch/-/cross-fetch-3.1.5.tgz#e1389f44d9e7ba767907f7af8454787952ab534f" @@ -12082,6 +12225,13 @@ debug@^3.1.0, debug@^3.2.7: dependencies: ms "^2.1.1" +debug@^4, debug@^4.3.5: + version "4.3.5" + resolved "https://registry.yarnpkg.com/debug/-/debug-4.3.5.tgz#e83444eceb9fedd4a1da56d671ae2446a01a6e1e" + integrity sha512-pt0bNEmneDIvdL1Xsd9oDQ/wrQRkXDT4AUWlNZNPKvW5x/jyO9VFXkJUP07vQ2upmw5PlaITaPKc31jK13V+jg== + dependencies: + ms "2.1.2" + debuglog@^1.0.1: version "1.0.1" resolved "https://registry.yarnpkg.com/debuglog/-/debuglog-1.0.1.tgz#aa24ffb9ac3df9a2351837cfb2d279360cd78492" @@ -12880,6 +13030,11 @@ emoji-regex@^10.1.0: resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-10.1.0.tgz#d50e383743c0f7a5945c47087295afc112e3cf66" integrity sha512-xAEnNCT3w2Tg6MA7ly6QqYJvEoY1tm9iIjJ3yMKK9JPlWuRHAMoe5iETwQnx3M9TVbFMfsrBgWKR+IsmswwNjg== +emoji-regex@^10.2.1: + version "10.3.0" + resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-10.3.0.tgz#76998b9268409eb3dae3de989254d456e70cfe23" + integrity sha512-QpLs9D9v9kArv4lfDEgg1X/gN5XLnf/A6l9cs8SPZLRZR3ZkY9+kwIQTxm+fsSej5UMYGE8fdoaZVIBlqG0XTw== + emoji-regex@^7.0.1: version "7.0.3" resolved "https://registry.yarnpkg.com/emoji-regex/-/emoji-regex-7.0.3.tgz#933a04052860c85e83c122479c4748a8e4c72156" @@ -12976,6 +13131,11 @@ env-paths@^2.2.0: resolved "https://registry.yarnpkg.com/env-paths/-/env-paths-2.2.1.tgz#420399d416ce1fbe9bc0a07c62fa68d67fd0f8f2" integrity sha512-+h1lkLKhZMTYjog1VEpJNG7NZJWcuc2DDk/qsqSTRRCOXiLjeQ1d1/udrUGhqMxUgAlwKNZ0cf2uqan5GLuS2A== +env-var@^7.3.1: + version "7.5.0" + resolved "https://registry.yarnpkg.com/env-var/-/env-var-7.5.0.tgz#5f0c2d999d2997eaf7cf7f1437b3f857b865bf48" + integrity sha512-mKZOzLRN0ETzau2W2QXefbFjo5EF4yWq28OyKb9ICdeNhHJlOE/pHHnz4hdYJ9cNZXcJHo5xN4OT4pzuSHSNvA== + envinfo@7.8.1, envinfo@^7.3.1, envinfo@^7.7.3: version "7.8.1" resolved "https://registry.yarnpkg.com/envinfo/-/envinfo-7.8.1.tgz#06377e3e5f4d379fea7ac592d5ad8927e0c4d475" @@ -14864,6 +15024,15 @@ fs-extra@^11.1.0: jsonfile "^6.0.1" universalify "^2.0.0" +fs-extra@^11.1.1, fs-extra@^11.2.0: + version "11.2.0" + resolved "https://registry.yarnpkg.com/fs-extra/-/fs-extra-11.2.0.tgz#e70e17dfad64232287d01929399e0ea7c86b0e5b" + integrity sha512-PmDi3uwK5nFuXh7XDTlVnS17xJS7vW36is2+w3xcv8SVxiB4NyATf4ctkVY5bkSjX0Y4nbvZCq1/EjtEyr9ktw== + dependencies: + graceful-fs "^4.2.0" + jsonfile "^6.0.1" + universalify "^2.0.0" + fs-extra@^3.0.1: version "3.0.1" resolved "https://registry.yarnpkg.com/fs-extra/-/fs-extra-3.0.1.tgz#3794f378c58b342ea7dbbb23095109c4b3b62291" @@ -17309,6 +17478,11 @@ is-interactive@^1.0.0: resolved "https://registry.yarnpkg.com/is-interactive/-/is-interactive-1.0.0.tgz#cea6e6ae5c870a7b0a0004070b7b587e0252912e" integrity sha512-2HvIEKRoqS62guEC+qBjpvRubdX910WCMuJTZ+I9yvqKU2/12eSL549HMwtabb4oupdj2sMP50k+XJfB/8JE6w== +is-interactive@^2.0.0: + version 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is-utf8@^0.2.0, is-utf8@^0.2.1: version "0.2.1" resolved "https://registry.yarnpkg.com/is-utf8/-/is-utf8-0.2.1.tgz#4b0da1442104d1b336340e80797e865cf39f7d72" @@ -17679,6 +17858,11 @@ isexe@^2.0.0: resolved "https://registry.yarnpkg.com/isexe/-/isexe-2.0.0.tgz#e8fbf374dc556ff8947a10dcb0572d633f2cfa10" integrity sha1-6PvzdNxVb/iUehDcsFctYz8s+hA= +isexe@^3.1.1: + version "3.1.1" + resolved "https://registry.yarnpkg.com/isexe/-/isexe-3.1.1.tgz#4a407e2bd78ddfb14bea0c27c6f7072dde775f0d" + integrity sha512-LpB/54B+/2J5hqQ7imZHfdU31OlgQqx7ZicVlkm9kzg9/w8GKLEcFfJl/t7DCEDueOyBAD6zCCwTO6Fzs0NoEQ== + iso-constants@^0.1.2: version "0.1.2" resolved "https://registry.yarnpkg.com/iso-constants/-/iso-constants-0.1.2.tgz#3d2456ed5aeaa55d18564f285ba02a47a0d885b4" @@ -19549,6 +19733,14 @@ log-symbols@4.1.0, log-symbols@^4.0.0, log-symbols@^4.1.0: chalk "^4.1.0" is-unicode-supported "^0.1.0" +log-symbols@^5.1.0: + version "5.1.0" + resolved "https://registry.yarnpkg.com/log-symbols/-/log-symbols-5.1.0.tgz#a20e3b9a5f53fac6aeb8e2bb22c07cf2c8f16d93" + integrity sha512-l0x2DvrW294C9uDCoQe1VSU4gf529FkSZ6leBl4TiqZH/e+0R7hSfHQBNut2mNygDgHwvYHfFLn6Oxb3VWj2rA== + dependencies: + chalk "^5.0.0" + is-unicode-supported "^1.1.0" + log-update@^4.0.0: version "4.0.0" resolved "https://registry.yarnpkg.com/log-update/-/log-update-4.0.0.tgz#589ecd352471f2a1c0c570287543a64dfd20e0a1" @@ -20089,6 +20281,13 @@ memory-level@^1.0.0: functional-red-black-tree "^1.0.1" module-error "^1.0.1" +memory-stream@^1.0.0: + version "1.0.0" + resolved "https://registry.yarnpkg.com/memory-stream/-/memory-stream-1.0.0.tgz#481dfd259ccdf57b03ec2c9632960044180e73c2" + integrity sha512-Wm13VcsPIMdG96dzILfij09PvuS3APtcKNh7M28FsCA/w6+1mjR7hhPmfFNoilX9xU7wTdhsH5lJAm6XNzdtww== + dependencies: + readable-stream "^3.4.0" + memorystream@^0.3.1: version "0.3.1" resolved "https://registry.yarnpkg.com/memorystream/-/memorystream-0.3.1.tgz#86d7090b30ce455d63fbae12dda51a47ddcaf9b2" @@ -21434,6 +21633,11 @@ node-addon-api@^7.0.0: resolved "https://registry.yarnpkg.com/node-addon-api/-/node-addon-api-7.1.0.tgz#71f609369379c08e251c558527a107107b5e0fdb" integrity sha512-mNcltoe1R8o7STTegSOHdnJNN7s5EUvhoS7ShnTHDyOSd+8H+UdWODq6qSv67PjC8Zc5JRT8+oLAMCr0SIXw7g== +node-api-headers@^1.1.0: + version "1.1.0" + resolved "https://registry.yarnpkg.com/node-api-headers/-/node-api-headers-1.1.0.tgz#3f9dd7bb10b29e1c3e3db675979605a308b2373c" + integrity sha512-ucQW+SbYCUPfprvmzBsnjT034IGRB2XK8rRc78BgjNKhTdFKgAwAmgW704bKIBmcYW48it0Gkjpkd39Azrwquw== + node-api-version@^0.1.4: version "0.1.4" resolved "https://registry.yarnpkg.com/node-api-version/-/node-api-version-0.1.4.tgz#1ed46a485e462d55d66b5aa1fe2821720dedf080" @@ -21573,6 +21777,28 @@ node-int64@^0.4.0: resolved "https://registry.yarnpkg.com/node-int64/-/node-int64-0.4.0.tgz#87a9065cdb355d3182d8f94ce11188b825c68a3b" integrity sha512-O5lz91xSOeoXP6DulyHfllpq+Eg00MWitZIbtPfoSEvqIHdl5gfcY6hYzDWnj0qD5tz52PI08u9qUvSVeUBeHw== +node-llama-cpp@^2.8.11: + version "2.8.12" + resolved "https://registry.yarnpkg.com/node-llama-cpp/-/node-llama-cpp-2.8.12.tgz#70c5657d5ed20971f144b4cad1a2d63701d0e1d7" + integrity sha512-7+2kFifN6G9G9XpewRTJeb0AMrefh0EQqQ97GqxEH7c86NuSoWwk0w2qujZjHFTV1TA8nG90DnvfHfdX7iUBHA== + dependencies: + chalk "^5.3.0" + chmodrp "^1.0.2" + cli-progress "^3.12.0" + cmake-js "^7.2.1" + cross-env "^7.0.3" + cross-spawn "^7.0.3" + env-var "^7.3.1" + fs-extra "^11.1.1" + log-symbols "^5.1.0" + node-addon-api "^7.0.0" + octokit "^3.1.0" + ora "^7.0.1" + simple-git "^3.19.1" + uuid "^9.0.0" + which "^4.0.0" + yargs "^17.7.2" + node-notifier@^4.2.3: version "4.6.1" resolved "https://registry.yarnpkg.com/node-notifier/-/node-notifier-4.6.1.tgz#056d14244f3dcc1ceadfe68af9cff0c5473a33f3" @@ -22036,7 +22262,7 @@ npmlog@^4.1.2: gauge "~2.7.3" set-blocking "~2.0.0" -npmlog@^6.0.0: +npmlog@^6.0.0, npmlog@^6.0.2: version "6.0.2" resolved "https://registry.yarnpkg.com/npmlog/-/npmlog-6.0.2.tgz#c8166017a42f2dea92d6453168dd865186a70830" integrity sha512-/vBvz5Jfr9dT/aFWd0FIRf+T/Q2WBsLENygUaFUqstqsycmZAP/t5BvFJTK0viFmSUxiUKTUplWy5vt+rvKIxg== @@ -22325,6 +22551,22 @@ octokit-pagination-methods@^1.1.0: resolved "https://registry.yarnpkg.com/octokit-pagination-methods/-/octokit-pagination-methods-1.1.0.tgz#cf472edc9d551055f9ef73f6e42b4dbb4c80bea4" integrity sha512-fZ4qZdQ2nxJvtcasX7Ghl+WlWS/d9IgnBIwFZXVNNZUmzpno91SX5bc5vuxiuKoCtK78XxGGNuSCrDC7xYB3OQ== +octokit@^3.1.0: + version "3.2.1" + resolved "https://registry.yarnpkg.com/octokit/-/octokit-3.2.1.tgz#d376ca3b12a61c58da02a93c491d2e627069b194" + integrity sha512-u+XuSejhe3NdIvty3Jod00JvTdAE/0/+XbhIDhefHbu+2OcTRHd80aCiH6TX19ZybJmwPQBKFQmHGxp0i9mJrg== + dependencies: + "@octokit/app" "^14.0.2" + "@octokit/core" "^5.0.0" + "@octokit/oauth-app" "^6.0.0" + "@octokit/plugin-paginate-graphql" "^4.0.0" + "@octokit/plugin-paginate-rest" "11.3.1" + "@octokit/plugin-rest-endpoint-methods" "13.2.2" + "@octokit/plugin-retry" "^6.0.0" + "@octokit/plugin-throttling" "^8.0.0" + "@octokit/request-error" "^5.0.0" + "@octokit/types" "^13.0.0" + octokit@^3.1.2: version "3.1.2" resolved "https://registry.yarnpkg.com/octokit/-/octokit-3.1.2.tgz#e574e4f2f5f8712e10412ce81fb56a74c93d4cfa" @@ -22499,6 +22741,21 @@ ora@5.4.1, ora@^5.1.0: strip-ansi "^6.0.0" wcwidth "^1.0.1" +ora@^7.0.1: + version "7.0.1" + resolved "https://registry.yarnpkg.com/ora/-/ora-7.0.1.tgz#cdd530ecd865fe39e451a0e7697865669cb11930" + integrity sha512-0TUxTiFJWv+JnjWm4o9yvuskpEJLXTcng8MJuKd+SzAzp2o+OP3HWqNhB4OdJRt1Vsd9/mR0oyaEYlOnL7XIRw== + dependencies: + chalk "^5.3.0" + cli-cursor "^4.0.0" + cli-spinners "^2.9.0" + is-interactive "^2.0.0" + is-unicode-supported "^1.3.0" + log-symbols "^5.1.0" + stdin-discarder "^0.1.0" + string-width "^6.1.0" + strip-ansi "^7.1.0" + ordered-read-streams@^1.0.0: version "1.0.1" resolved "https://registry.yarnpkg.com/ordered-read-streams/-/ordered-read-streams-1.0.1.tgz#77c0cb37c41525d64166d990ffad7ec6a0e1363e" @@ -24230,7 +24487,7 @@ rc@^1.0.1, rc@^1.1.6: minimist "^1.2.0" strip-json-comments "~2.0.1" -rc@^1.1.1, rc@^1.2.8: +rc@^1.1.1, rc@^1.2.7, rc@^1.2.8: version "1.2.8" resolved "https://registry.yarnpkg.com/rc/-/rc-1.2.8.tgz#cd924bf5200a075b83c188cd6b9e211b7fc0d3ed" integrity sha512-y3bGgqKj3QBdxLbLkomlohkvsA8gdAiUQlSBJnBhfn+BPxg4bc62d8TcBW15wavDfgexCgccckhcZvywyQYPOw== @@ -25121,6 +25378,44 @@ remark-rehype@^10.0.0: mdast-util-to-hast "^12.1.0" unified "^10.0.0" +remix-ai-core@^0.0.2: + version "0.0.2" + resolved "https://registry.yarnpkg.com/remix-ai-core/-/remix-ai-core-0.0.2.tgz#4417ddcb105d7d82a6cbbe0fd2893296e7607f8e" + integrity sha512-pKo80rXYJl8dR/bDy0Lsfp4MjBlpoxNLev8jsN0gjr3UdtdqWEPuCwP5ROzvegSVvkd2XhTTMFr/Nu0yybfGZQ== + dependencies: + "@remixproject/plugin" "0.3.33" + "@remixproject/plugin-api" "0.3.33" + "@remixproject/plugin-utils" "0.3.33" + "@remixproject/plugin-ws" "0.3.33" + axios "1.6.0" + chokidar "^2.1.8" + commander "^9.4.1" + fs-extra "^3.0.1" + isbinaryfile "^3.0.2" + latest-version "^5.1.0" + semver "^6.3.0" + ws "^7.3.0" + +remix-ai-core@^0.0.6: + version "0.0.6" + resolved "https://registry.yarnpkg.com/remix-ai-core/-/remix-ai-core-0.0.6.tgz#92e56d86f61a055c1bb30c35f50372889c81ae8f" + integrity sha512-k+YVVl6YnOp+ZRoUCUpjLmt3s6fyELDtIQW7/I737/R3HPQzBjhAZe4Lp8uPjZdlGTucdYnVAbFoRlyNACNQWg== + dependencies: + "@remixproject/plugin" "0.3.33" + "@remixproject/plugin-api" "0.3.33" + "@remixproject/plugin-utils" "0.3.33" + "@remixproject/plugin-ws" "0.3.33" + axios "1.6.0" + chokidar "^2.1.8" + commander "^9.4.1" + fs-extra "^3.0.1" + isbinaryfile "^3.0.2" + latest-version "^5.1.0" + node-llama-cpp "^2.8.11" + remix-ai-core "^0.0.2" + semver "^6.3.0" + ws "^7.3.0" + remove-bom-buffer@^3.0.0: version "3.0.0" resolved "https://registry.yarnpkg.com/remove-bom-buffer/-/remove-bom-buffer-3.0.0.tgz#c2bf1e377520d324f623892e33c10cac2c252b53" @@ -25410,6 +25705,14 @@ restore-cursor@^3.1.0: onetime "^5.1.0" signal-exit "^3.0.2" +restore-cursor@^4.0.0: + version "4.0.0" + resolved "https://registry.yarnpkg.com/restore-cursor/-/restore-cursor-4.0.0.tgz#519560a4318975096def6e609d44100edaa4ccb9" + integrity sha512-I9fPXU9geO9bHOt9pHHOhOkYerIMsmVaWB0rA2AI9ERh/+x/i7MV5HKBNrg+ljO5eoPVgCcnFuRjJ9uH6I/3eg== + dependencies: + onetime "^5.1.0" + signal-exit "^3.0.2" + resumer@~0.0.0: version "0.0.0" resolved "https://registry.yarnpkg.com/resumer/-/resumer-0.0.0.tgz#f1e8f461e4064ba39e82af3cdc2a8c893d076759" @@ -26174,6 +26477,15 @@ simple-get@^4.0.1: once "^1.3.1" simple-concat "^1.0.0" +simple-git@^3.19.1: + version "3.25.0" + resolved "https://registry.yarnpkg.com/simple-git/-/simple-git-3.25.0.tgz#3666e76d6831f0583dc380645945b97e0ac4aab6" + integrity sha512-KIY5sBnzc4yEcJXW7Tdv4viEz8KyG+nU0hay+DWZasvdFOYKeUZ6Xc25LUHHjw0tinPT7O1eY6pzX7pRT1K8rw== + dependencies: + "@kwsites/file-exists" "^1.1.1" + "@kwsites/promise-deferred" "^1.1.1" + debug "^4.3.5" + simple-swizzle@^0.2.2: version "0.2.2" resolved "https://registry.yarnpkg.com/simple-swizzle/-/simple-swizzle-0.2.2.tgz#a4da6b635ffcccca33f70d17cb92592de95e557a" @@ -26763,6 +27075,13 @@ std-env@^3.7.0: resolved "https://registry.yarnpkg.com/std-env/-/std-env-3.7.0.tgz#c9f7386ced6ecf13360b6c6c55b8aaa4ef7481d2" integrity sha512-JPbdCEQLj1w5GilpiHAx3qJvFndqybBysA3qUOnznweH4QbNYUsW/ea8QzSrnh0vNsezMMw5bcVool8lM0gwzg== +stdin-discarder@^0.1.0: + version "0.1.0" + resolved "https://registry.yarnpkg.com/stdin-discarder/-/stdin-discarder-0.1.0.tgz#22b3e400393a8e28ebf53f9958f3880622efde21" + integrity sha512-xhV7w8S+bUwlPTb4bAOUQhv8/cSS5offJuX8GQGq32ONF0ZtDWKfkdomM3HMRA+LhX6um/FZ0COqlwsjD53LeQ== + dependencies: + bl "^5.0.0" + stream-browserify@^2.0.0: version "2.0.2" resolved "https://registry.yarnpkg.com/stream-browserify/-/stream-browserify-2.0.2.tgz#87521d38a44aa7ee91ce1cd2a47df0cb49dd660b" @@ -26907,6 +27226,15 @@ string-width@^5.0.0: emoji-regex "^9.2.2" strip-ansi "^7.0.1" +string-width@^6.1.0: + version "6.1.0" + resolved "https://registry.yarnpkg.com/string-width/-/string-width-6.1.0.tgz#96488d6ed23f9ad5d82d13522af9e4c4c3fd7518" + integrity sha512-k01swCJAgQmuADB0YIc+7TuatfNvTBVOoaUWJjTB9R4VJzR5vNWzf5t42ESVZFPS8xTySF7CAdV4t/aaIm3UnQ== + dependencies: + eastasianwidth "^0.2.0" + emoji-regex "^10.2.1" + strip-ansi "^7.0.1" + string.prototype.matchall@^4.0.7: version "4.0.8" resolved "https://registry.yarnpkg.com/string.prototype.matchall/-/string.prototype.matchall-4.0.8.tgz#3bf85722021816dcd1bf38bb714915887ca79fd3" @@ -27086,7 +27414,7 @@ strip-ansi@^5.0.0, strip-ansi@^5.1.0, strip-ansi@^5.2.0: dependencies: ansi-regex "^4.1.0" -strip-ansi@^7.0.1: +strip-ansi@^7.0.1, strip-ansi@^7.1.0: version "7.1.0" resolved 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sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg== -uuid@^9.0.1: +uuid@^9.0.0, uuid@^9.0.1: version "9.0.1" resolved "https://registry.yarnpkg.com/uuid/-/uuid-9.0.1.tgz#e188d4c8853cc722220392c424cd637f32293f30" integrity sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA== @@ -29704,6 +30044,13 @@ which@^1.0.5, which@^1.2.14, which@^1.2.9, which@^1.3.0, which@^1.3.1: dependencies: isexe "^2.0.0" +which@^4.0.0: + version "4.0.0" + resolved "https://registry.yarnpkg.com/which/-/which-4.0.0.tgz#cd60b5e74503a3fbcfbf6cd6b4138a8bae644c1a" + integrity sha512-GlaYyEb07DPxYCKhKzplCWBJtvxZcZMrL+4UkrTSJHHPyZU4mYYTv3qaOe77H7EODLSSopAUFAc6W8U4yqvscg== + dependencies: + isexe "^3.1.1" + wide-align@1.1.3: version "1.1.3" resolved "https://registry.yarnpkg.com/wide-align/-/wide-align-1.1.3.tgz#ae074e6bdc0c14a431e804e624549c633b000457" @@ -30183,7 +30530,7 @@ yargs@^15.3.1: y18n "^4.0.0" yargs-parser "^18.1.2" -yargs@^17.0.1: +yargs@^17.0.1, yargs@^17.7.2: version "17.7.2" resolved "https://registry.yarnpkg.com/yargs/-/yargs-17.7.2.tgz#991df39aca675a192b816e1e0363f9d75d2aa269" integrity sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==