diff --git a/apps/remix-ide/src/app/plugins/electron/remixAIDesktopPlugin.tsx b/apps/remix-ide/src/app/plugins/electron/remixAIDesktopPlugin.tsx index 6fddf6382c..de1db07612 100644 --- a/apps/remix-ide/src/app/plugins/electron/remixAIDesktopPlugin.tsx +++ b/apps/remix-ide/src/app/plugins/electron/remixAIDesktopPlugin.tsx @@ -10,7 +10,7 @@ const desktop_profile = { description: 'RemixAI provides AI services to Remix IDE Desktop.', documentation: 'https://remix-ide.readthedocs.io/en/latest/remixai.html', icon: 'assets/img/remix-logo-blue.png', - methods: ['downloadModel'], + methods: ['downloadModel', 'loadTransformerModel', 'code_completion'], } export class remixAIDesktopPlugin extends ElectronPlugin { diff --git a/apps/remixdesktop/package-lock.json b/apps/remixdesktop/package-lock.json index 9b627d0263..7410f36f9a 100644 --- a/apps/remixdesktop/package-lock.json +++ b/apps/remixdesktop/package-lock.json @@ -21,7 +21,9 @@ "axios": "^1.6.8", "byline": "^5.0.0", "chokidar": "^3.5.3", + "create-require": "^1.1.1", "electron-updater": "^6.1.8", + "esm": "^3.2.25", "express": "^4.19.2", "isomorphic-git": "^1.24.2", "matomo-tracker": "^2.2.4", @@ -34,6 +36,7 @@ "@types/byline": "^4.2.35", "@types/express": "^4.17.21", "@types/nightwatch": "^2.3.23", + "@xenova/transformers": "^2.17.2", "chromedriver": "116", "cross-env": "^7.0.3", "deep-equal": "^2.2.3", @@ -41,6 +44,8 @@ "electron-builder": "24.9.1", "electron-devtools-installer": "^3.2.0", "nightwatch": "2.3", + "node-fetch": "2.6.1", + "onnxruntime-web": "^1.18.0", "selenium-standalone": "^9.3.1", "typescript": "^5.1.3", "yarn": "^1.22.21" @@ -1151,6 +1156,15 @@ "@ethersproject/strings": "^5.7.0" } }, + "node_modules/@huggingface/jinja": { + "version": "0.2.2", + "resolved": "https://registry.npmjs.org/@huggingface/jinja/-/jinja-0.2.2.tgz", + "integrity": "sha512-/KPde26khDUIPkTGU82jdtTW9UAuvUTumCAbFs/7giR0SxsvZC4hru51PBvpijH6BVkHcROcvZM/lpy5h1jRRA==", + "dev": true, + "engines": { + "node": ">=18" + } + }, "node_modules/@isaacs/cliui": { "version": "8.0.2", "resolved": "https://registry.npmjs.org/@isaacs/cliui/-/cliui-8.0.2.tgz", @@ -1804,6 +1818,70 @@ "node": ">=14" } }, + "node_modules/@protobufjs/aspromise": { + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/@protobufjs/aspromise/-/aspromise-1.1.2.tgz", + "integrity": "sha512-j+gKExEuLmKwvz3OgROXtrJ2UG2x8Ch2YZUxahh+s1F2HZ+wAceUNLkvy6zKCPVRkU++ZWQrdxsUeQXmcg4uoQ==", + "dev": true + }, + "node_modules/@protobufjs/base64": { + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/@protobufjs/base64/-/base64-1.1.2.tgz", + "integrity": "sha512-AZkcAA5vnN/v4PDqKyMR5lx7hZttPDgClv83E//FMNhR2TMcLUhfRUBHCmSl0oi9zMgDDqRUJkSxO3wm85+XLg==", + "dev": true + }, + "node_modules/@protobufjs/codegen": { + "version": "2.0.4", + "resolved": "https://registry.npmjs.org/@protobufjs/codegen/-/codegen-2.0.4.tgz", + "integrity": "sha512-YyFaikqM5sH0ziFZCN3xDC7zeGaB/d0IUb9CATugHWbd1FRFwWwt4ld4OYMPWu5a3Xe01mGAULCdqhMlPl29Jg==", + "dev": 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"resolved": "https://registry.npmjs.org/streamx/-/streamx-2.15.6.tgz", - "integrity": "sha512-q+vQL4AAz+FdfT137VF69Cc/APqUbxy+MDOImRrMvchJpigHj9GksgDU2LYbO9rx7RX6osWgxJB2WxhYv4SZAw==", + "version": "2.18.0", + "resolved": "https://registry.npmjs.org/streamx/-/streamx-2.18.0.tgz", + "integrity": "sha512-LLUC1TWdjVdn1weXGcSxyTR3T4+acB6tVGXT95y0nGbca4t4o/ng1wKAGTljm9VicuCVLvRlqFYXYy5GwgM7sQ==", "dev": true, - "license": "MIT", "dependencies": { - "fast-fifo": "^1.1.0", - "queue-tick": "^1.0.1" + "fast-fifo": "^1.3.2", + "queue-tick": "^1.0.1", + "text-decoder": "^1.1.0" + }, + "optionalDependencies": { + "bare-events": "^2.2.0" } }, "node_modules/strict-uri-encode": { @@ -10861,6 +11354,20 @@ "node": ">=10" } }, + "node_modules/tar-fs": { + "version": "3.0.6", + "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-3.0.6.tgz", + "integrity": "sha512-iokBDQQkUyeXhgPYaZxmczGPhnhXZ0CmrqI+MOb/WFGS9DW5wnfrLgtjUJBvz50vQ3qfRwJ62QVoCFu8mPVu5w==", + "dev": true, + "dependencies": { + "pump": "^3.0.0", + "tar-stream": "^3.1.5" + }, + "optionalDependencies": { + "bare-fs": "^2.1.1", + "bare-path": "^2.1.0" + } + }, "node_modules/tar-stream": { "version": "3.1.6", "resolved": "https://registry.npmjs.org/tar-stream/-/tar-stream-3.1.6.tgz", @@ -10980,6 +11487,15 @@ "fs-extra": "^10.0.0" } }, + "node_modules/text-decoder": { + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/text-decoder/-/text-decoder-1.1.0.tgz", + "integrity": "sha512-TmLJNj6UgX8xcUZo4UDStGQtDiTzF7BzWlzn9g7UWrjkpHr5uJTK1ld16wZ3LXb2vb6jH8qU89dW5whuMdXYdw==", + "dev": true, + "dependencies": { + "b4a": "^1.6.4" + } + }, "node_modules/timed-out": { "version": "4.0.1", "resolved": "https://registry.npmjs.org/timed-out/-/timed-out-4.0.1.tgz", @@ -11058,7 +11574,7 @@ "version": "0.0.3", "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz", "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==", - "license": "MIT" + "optional": true }, "node_modules/truncate-utf8-bytes": { "version": "1.0.2", @@ -11080,8 +11596,8 @@ "version": "0.6.0", "resolved": "https://registry.npmjs.org/tunnel-agent/-/tunnel-agent-0.6.0.tgz", "integrity": "sha512-McnNiV1l8RYeY8tBgEpuodCC1mLUdbSN+CYBL7kJsJNInOP8UjDDEwdk6Mw60vdLLrr5NHKZhMAOSrR2NZuQ+w==", + "devOptional": true, "license": "Apache-2.0", - "optional": true, "dependencies": { "safe-buffer": "^5.0.1" }, @@ -11965,7 +12481,7 @@ "version": "3.0.1", "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz", "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==", - "license": "BSD-2-Clause" + "optional": true }, "node_modules/websocket": { "version": "1.0.34", @@ -12006,7 +12522,7 @@ "version": "5.0.0", "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz", "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==", - "license": "MIT", + "optional": true, "dependencies": { "tr46": "~0.0.3", "webidl-conversions": "^3.0.0" diff --git a/apps/remixdesktop/package.json b/apps/remixdesktop/package.json index 11b94a03a6..49ee051637 100644 --- a/apps/remixdesktop/package.json +++ b/apps/remixdesktop/package.json @@ -38,6 +38,7 @@ "@types/byline": "^4.2.35", "@types/express": "^4.17.21", "@types/nightwatch": "^2.3.23", + "@xenova/transformers": "^2.17.2", "chromedriver": "116", "cross-env": "^7.0.3", "deep-equal": "^2.2.3", @@ -45,6 +46,8 @@ "electron-builder": "24.9.1", "electron-devtools-installer": "^3.2.0", "nightwatch": "2.3", + "node-fetch": "2.6.1", + "onnxruntime-web": "^1.18.0", "selenium-standalone": "^9.3.1", "typescript": "^5.1.3", "yarn": "^1.22.21" @@ -61,7 +64,9 @@ "axios": "^1.6.8", "byline": "^5.0.0", "chokidar": "^3.5.3", + "create-require": "^1.1.1", "electron-updater": "^6.1.8", + "esm": "^3.2.25", "express": "^4.19.2", "isomorphic-git": "^1.24.2", "matomo-tracker": "^2.2.4", @@ -69,6 +74,11 @@ "node-pty": "^0.10.1", "semver": "^7.5.4" }, + "imports": { + "#transformers": { + "require": "@xenova/transformers" + } + }, "optionalDependencies": { "@remix-project/remix-ws-templates": "^1.0.27" } diff --git a/apps/remixdesktop/src/lib/completionTransformer.ts b/apps/remixdesktop/src/lib/completionTransformer.ts new file mode 100644 index 0000000000..80b81e40ef --- /dev/null +++ b/apps/remixdesktop/src/lib/completionTransformer.ts @@ -0,0 +1,155 @@ + +import { EventEmitter } from 'events'; +// import { ICompletions, IParams } from '../../../../libs/remix-ai-core/src/index' +// import { getInsertionPrompt } from '../../../../libs/remix-ai-core/src/index' + +const insertionParams = { + temperature: 0.9, + max_new_tokens: 150, + repetition_penalty: 1.5, + num_beams: 1, + num_return_sequences: 1, +} + +const completionParams = { + temperature: 0.3, + repetition_penalty: 1.1, + max_new_tokens: 150, +} + +class InlineCompletionTransformer { + 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) { + if (InlineCompletionTransformer.instance === null) { + const TransformersApi = Function('return import("@xenova/transformers")')(); + const { pipeline, env} = await TransformersApi; + + InlineCompletionTransformer.model = InlineCompletionTransformer.defaultModels.find(model => model.name === 'DeepSeekTransformer') + console.log('loading model', InlineCompletionTransformer.model) + InlineCompletionTransformer.instance = pipeline(InlineCompletionTransformer.task, InlineCompletionTransformer.model.modelName, { progress_callback, quantized: true}); + } + return this.instance; + } +} + +class DownloadManager { + // eslint-disable-next-line @typescript-eslint/ban-types + responses: { [key: number]: Function } + events: EventEmitter + current: number + constructor() { + this.events = new EventEmitter() + this.responses = {} + this.current + } + + onMessageReceived = (e) => { + switch (e.status) { + case 'initiate': + this.events.emit(e.status, e) + // Model file start load: add a new progress item to the list. + break; + + case 'progress': + this.events.emit(e.status, e) + // Model file progress: update one of the progress items. + break; + + case 'done': + this.events.emit(e.status, e) + // Model file loaded: remove the progress item from the list. + break; + + case 'ready': + this.events.emit(e.status, e) + // Pipeline ready: the worker is ready to accept messages. + break; + + case 'update': + this.events.emit(e.status, e) + // Generation update: update the output text. + break; + + case 'complete': + if (this.responses[e.id]) { + if (this.current === e.id) { + this.responses[e.id](null, e) + } else { + this.responses[e.id]('aborted') + } + delete this.responses[e.id] + this.current = null + } + + // Generation complete: re-enable the "Generate" button + break; + } + } + +} + +export class InlineCompletionServiceTransformer{ + dMng = new DownloadManager() + isReady = false + event = new EventEmitter() + + constructor(defaultModels) { + + InlineCompletionTransformer.defaultModels = defaultModels + InlineCompletionTransformer.model = defaultModels.find(model => model.name === 'DeepSeekTransformer') + InlineCompletionTransformer.task = InlineCompletionTransformer.model.task + InlineCompletionTransformer.getInstance(this.dMng.onMessageReceived); + + this.dMng.events.on('progress', (data) => { + // 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) => { + console.log('download complete') + this.isReady = true + }) + this.dMng.events.on('ready', (data) => { + console.log('model ready') + this.isReady = true + }) + + } + + async code_completion(context: any, params=completionParams): Promise { + // as of now no prompt required + this.event.emit('onInference') + const instance = await InlineCompletionTransformer.getInstance() + const result = await instance(context, completionParams) + this.event.emit('onInferenceDone') + return result + } + + async code_insertion(msg_pfx: string, msg_sfx: string, params=insertionParams): Promise { + if (!this.isReady) { + console.log('model not ready') + 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 + } +} + +module.exports = { + InlineCompletionServiceTransformer +} \ No newline at end of file diff --git a/apps/remixdesktop/src/lib/llamaInferencer.ts b/apps/remixdesktop/src/lib/llamaInferencer.ts new file mode 100644 index 0000000000..e69de29bb2 diff --git a/apps/remixdesktop/src/lib/remoteInference.ts b/apps/remixdesktop/src/lib/remoteInference.ts new file mode 100644 index 0000000000..e69de29bb2 diff --git a/apps/remixdesktop/src/plugins/remixAIDektop.ts b/apps/remixdesktop/src/plugins/remixAIDektop.ts index 660b00d33c..71081a67bd 100644 --- a/apps/remixdesktop/src/plugins/remixAIDektop.ts +++ b/apps/remixdesktop/src/plugins/remixAIDektop.ts @@ -5,6 +5,10 @@ import { app } from 'electron'; import axios from "axios"; import fs from 'fs'; import path from 'path'; +import {ipcMain} from 'electron'; + +import {InlineCompletionServiceTransformer} from '../lib/completionTransformer' + //import {LlamaModel, LlamaContext, LlamaChatSession, LlamaModelOptions} from "node-llama-cpp"; // import { isE2E } from "../main"; @@ -39,12 +43,13 @@ const clientProfile: Profile = { description: 'RemixAI provides AI services to Remix IDE Desktop.', kind: '', documentation: 'https://remix-ide.readthedocs.io/en/latest/remixai.html', - methods: ['downloadModel', 'getInferenceModel'] + methods: ['downloadModel', 'getInferenceModel', 'loadTransformerModel', 'code_completion'], } class RemixAIDesktopPluginClient extends ElectronBasePluginClient { SelectedModelPath: any selectedModel: any + inlineCompleter: any constructor (webContentsId: number, profile: Profile){ console.log("loading the remix plugin client ........................") @@ -125,6 +130,20 @@ class RemixAIDesktopPluginClient extends ElectronBasePluginClient { } + async loadTransformerModel(defaultModels) { + this.inlineCompleter = await new InlineCompletionServiceTransformer(defaultModels); + if (this.inlineCompleter.ready) { + console.log("Completer ready"); + } + console.log("Loaded transformer") + } + + code_completion(context: any) { + console.log("Code completion called") + console.log("Context is ", this.inlineCompleter) + return this.inlineCompleter.code_completion(context); + } + // async _loadLocalModel(): Promise { // if (!this.SelectedModelPath) { // console.log('No model selected yet'); diff --git a/apps/remixdesktop/yarn.lock b/apps/remixdesktop/yarn.lock index fa39aec96a..7f77f6a3ba 100644 --- a/apps/remixdesktop/yarn.lock +++ b/apps/remixdesktop/yarn.lock @@ -2,11 +2,6 @@ # yarn lockfile v1 -"7zip-bin@~5.2.0": - version "5.2.0" - resolved "https://registry.npmjs.org/7zip-bin/-/7zip-bin-5.2.0.tgz" - integrity sha512-ukTPVhqG4jNzMro2qA9HSCSSVJN3aN7tlb+hfqYCt3ER0yWroeA2VR38MNrOHLQ/cVj+DaIMad0kFCtWWowh/A== - "@babel/runtime@^7.8.3": version "7.23.2" resolved "https://registry.npmjs.org/@babel/runtime/-/runtime-7.23.2.tgz" @@ -46,19 +41,19 @@ optionalDependencies: global-agent "^3.0.0" -"@electron/notarize@2.1.0": - version "2.1.0" - resolved "https://registry.npmjs.org/@electron/notarize/-/notarize-2.1.0.tgz" - integrity sha512-Q02xem1D0sg4v437xHgmBLxI2iz/fc0D4K7fiVWHa/AnW8o7D751xyKNXgziA6HrTOme9ul1JfWN5ark8WH1xA== +"@electron/notarize@^2.3.0": + version "2.3.0" + resolved "https://registry.npmjs.org/@electron/notarize/-/notarize-2.3.0.tgz" + integrity sha512-EiTBU0BwE7HZZjAG1fFWQaiQpCuPrVGn7jPss1kUjD6eTTdXXd29RiZqEqkgN7xqt/Pgn4g3I7Saqovanrfj3w== dependencies: debug "^4.1.1" fs-extra "^9.0.1" promise-retry "^2.0.1" -"@electron/notarize@^2.3.0": - version "2.3.0" - resolved "https://registry.npmjs.org/@electron/notarize/-/notarize-2.3.0.tgz" - integrity sha512-EiTBU0BwE7HZZjAG1fFWQaiQpCuPrVGn7jPss1kUjD6eTTdXXd29RiZqEqkgN7xqt/Pgn4g3I7Saqovanrfj3w== +"@electron/notarize@2.1.0": + version "2.1.0" + resolved "https://registry.npmjs.org/@electron/notarize/-/notarize-2.1.0.tgz" + integrity sha512-Q02xem1D0sg4v437xHgmBLxI2iz/fc0D4K7fiVWHa/AnW8o7D751xyKNXgziA6HrTOme9ul1JfWN5ark8WH1xA== dependencies: debug "^4.1.1" fs-extra "^9.0.1" @@ -107,7 +102,7 @@ dependencies: "@babel/runtime" "^7.8.3" -"@ethereumjs/common@2.6.5", "@ethereumjs/common@^2.6.4": +"@ethereumjs/common@^2.6.4", "@ethereumjs/common@2.6.5": version "2.6.5" resolved "https://registry.npmjs.org/@ethereumjs/common/-/common-2.6.5.tgz" integrity sha512-lRyVQOeCDaIVtgfbowla32pzeDv2Obr8oR8Put5RdUBNRGr1VGPGQNGP6elWIpgK3YdpzqTOh4GyUGOureVeeA== @@ -137,7 +132,7 @@ ethereum-cryptography "^2.0.0" micro-ftch "^0.3.1" -"@ethersproject/abi@5.7.0", "@ethersproject/abi@^5.6.3", "@ethersproject/abi@^5.7.0": +"@ethersproject/abi@^5.6.3", "@ethersproject/abi@^5.7.0", "@ethersproject/abi@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/abi/-/abi-5.7.0.tgz" integrity sha512-351ktp42TiRcYB3H1OP8yajPeAQstMW/yCFokj/AthP9bLHzQFPlOrxOcwYEDkUAICmOHljvN4K39OMTMUa9RA== @@ -152,7 +147,7 @@ "@ethersproject/properties" "^5.7.0" "@ethersproject/strings" "^5.7.0" -"@ethersproject/abstract-provider@5.7.0", "@ethersproject/abstract-provider@^5.7.0": +"@ethersproject/abstract-provider@^5.7.0", "@ethersproject/abstract-provider@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/abstract-provider/-/abstract-provider-5.7.0.tgz" integrity sha512-R41c9UkchKCpAqStMYUpdunjo3pkEvZC3FAwZn5S5MGbXoMQOHIdHItezTETxAO5bevtMApSyEhn9+CHcDsWBw== @@ -165,7 +160,7 @@ "@ethersproject/transactions" "^5.7.0" "@ethersproject/web" "^5.7.0" -"@ethersproject/abstract-signer@5.7.0", "@ethersproject/abstract-signer@^5.7.0": +"@ethersproject/abstract-signer@^5.7.0", "@ethersproject/abstract-signer@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/abstract-signer/-/abstract-signer-5.7.0.tgz" integrity sha512-a16V8bq1/Cz+TGCkE2OPMTOUDLS3grCpdjoJCYNnVBbdYEMSgKrU0+B90s8b6H+ByYTBZN7a3g76jdIJi7UfKQ== @@ -176,7 +171,7 @@ "@ethersproject/logger" "^5.7.0" "@ethersproject/properties" "^5.7.0" -"@ethersproject/address@5.7.0", "@ethersproject/address@^5.7.0": +"@ethersproject/address@^5.7.0", "@ethersproject/address@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/address/-/address-5.7.0.tgz" integrity sha512-9wYhYt7aghVGo758POM5nqcOMaE168Q6aRLJZwUmiqSrAungkG74gSSeKEIR7ukixesdRZGPgVqme6vmxs1fkA== @@ -187,14 +182,14 @@ "@ethersproject/logger" "^5.7.0" "@ethersproject/rlp" "^5.7.0" -"@ethersproject/base64@5.7.0", "@ethersproject/base64@^5.7.0": +"@ethersproject/base64@^5.7.0", "@ethersproject/base64@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/base64/-/base64-5.7.0.tgz" integrity sha512-Dr8tcHt2mEbsZr/mwTPIQAf3Ai0Bks/7gTw9dSqk1mQvhW3XvRlmDJr/4n+wg1JmCl16NZue17CDh8xb/vZ0sQ== dependencies: "@ethersproject/bytes" "^5.7.0" -"@ethersproject/basex@5.7.0", "@ethersproject/basex@^5.7.0": +"@ethersproject/basex@^5.7.0", "@ethersproject/basex@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/basex/-/basex-5.7.0.tgz" integrity sha512-ywlh43GwZLv2Voc2gQVTKBoVQ1mti3d8HK5aMxsfu/nRDnMmNqaSJ3r3n85HBByT8OpoY96SXM1FogC533T4zw== @@ -202,7 +197,7 @@ "@ethersproject/bytes" "^5.7.0" "@ethersproject/properties" "^5.7.0" -"@ethersproject/bignumber@5.7.0", "@ethersproject/bignumber@^5.7.0": +"@ethersproject/bignumber@^5.7.0", "@ethersproject/bignumber@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/bignumber/-/bignumber-5.7.0.tgz" integrity sha512-n1CAdIHRWjSucQO3MC1zPSVgV/6dy/fjL9pMrPP9peL+QxEg9wOsVqwD4+818B6LUEtaXzVHQiuivzRoxPxUGw== @@ -211,14 +206,14 @@ "@ethersproject/logger" "^5.7.0" bn.js "^5.2.1" -"@ethersproject/bytes@5.7.0", "@ethersproject/bytes@^5.7.0": +"@ethersproject/bytes@^5.7.0", "@ethersproject/bytes@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/bytes/-/bytes-5.7.0.tgz" integrity sha512-nsbxwgFXWh9NyYWo+U8atvmMsSdKJprTcICAkvbBffT75qDocbuggBU0SJiVK2MuTrp0q+xvLkTnGMPK1+uA9A== dependencies: "@ethersproject/logger" "^5.7.0" -"@ethersproject/constants@5.7.0", "@ethersproject/constants@^5.7.0": +"@ethersproject/constants@^5.7.0", "@ethersproject/constants@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/constants/-/constants-5.7.0.tgz" integrity sha512-DHI+y5dBNvkpYUMiRQyxRBYBefZkJfo70VUkUAsRjcPs47muV9evftfZ0PJVCXYbAiCgght0DtcF9srFQmIgWA== @@ -241,7 +236,7 @@ "@ethersproject/properties" "^5.7.0" "@ethersproject/transactions" "^5.7.0" -"@ethersproject/hash@5.7.0", "@ethersproject/hash@^5.7.0": +"@ethersproject/hash@^5.7.0", "@ethersproject/hash@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/hash/-/hash-5.7.0.tgz" integrity sha512-qX5WrQfnah1EFnO5zJv1v46a8HW0+E5xuBBDTwMFZLuVTx0tbU2kkx15NqdjxecrLGatQN9FGQKpb1FKdHCt+g== @@ -256,7 +251,7 @@ "@ethersproject/properties" "^5.7.0" "@ethersproject/strings" "^5.7.0" -"@ethersproject/hdnode@5.7.0", "@ethersproject/hdnode@^5.7.0": +"@ethersproject/hdnode@^5.7.0", "@ethersproject/hdnode@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/hdnode/-/hdnode-5.7.0.tgz" integrity sha512-OmyYo9EENBPPf4ERhR7oj6uAtUAhYGqOnIS+jE5pTXvdKBS99ikzq1E7Iv0ZQZ5V36Lqx1qZLeak0Ra16qpeOg== @@ -274,7 +269,7 @@ "@ethersproject/transactions" "^5.7.0" "@ethersproject/wordlists" "^5.7.0" -"@ethersproject/json-wallets@5.7.0", "@ethersproject/json-wallets@^5.7.0": +"@ethersproject/json-wallets@^5.7.0", "@ethersproject/json-wallets@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/json-wallets/-/json-wallets-5.7.0.tgz" integrity sha512-8oee5Xgu6+RKgJTkvEMl2wDgSPSAQ9MB/3JYjFV9jlKvcYHUXZC+cQp0njgmxdHkYWn8s6/IqIZYm0YWCjO/0g== @@ -293,7 +288,7 @@ aes-js "3.0.0" scrypt-js "3.0.1" -"@ethersproject/keccak256@5.7.0", "@ethersproject/keccak256@^5.7.0": +"@ethersproject/keccak256@^5.7.0", "@ethersproject/keccak256@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/keccak256/-/keccak256-5.7.0.tgz" integrity sha512-2UcPboeL/iW+pSg6vZ6ydF8tCnv3Iu/8tUmLLzWWGzxWKFFqOBQFLo6uLUv6BDrLgCDfN28RJ/wtByx+jZ4KBg== @@ -301,19 +296,19 @@ "@ethersproject/bytes" "^5.7.0" js-sha3 "0.8.0" -"@ethersproject/logger@5.7.0", "@ethersproject/logger@^5.7.0": +"@ethersproject/logger@^5.7.0", "@ethersproject/logger@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/logger/-/logger-5.7.0.tgz" integrity sha512-0odtFdXu/XHtjQXJYA3u9G0G8btm0ND5Cu8M7i5vhEcE8/HmF4Lbdqanwyv4uQTr2tx6b7fQRmgLrsnpQlmnig== -"@ethersproject/networks@5.7.1", "@ethersproject/networks@^5.7.0": +"@ethersproject/networks@^5.7.0", "@ethersproject/networks@5.7.1": version "5.7.1" resolved "https://registry.npmjs.org/@ethersproject/networks/-/networks-5.7.1.tgz" integrity sha512-n/MufjFYv3yFcUyfhnXotyDlNdFb7onmkSy8aQERi2PjNcnWQ66xXxa3XlS8nCcA8aJKJjIIMNJTC7tu80GwpQ== dependencies: "@ethersproject/logger" "^5.7.0" -"@ethersproject/pbkdf2@5.7.0", "@ethersproject/pbkdf2@^5.7.0": +"@ethersproject/pbkdf2@^5.7.0", "@ethersproject/pbkdf2@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/pbkdf2/-/pbkdf2-5.7.0.tgz" integrity sha512-oR/dBRZR6GTyaofd86DehG72hY6NpAjhabkhxgr3X2FpJtJuodEl2auADWBZfhDHgVCbu3/H/Ocq2uC6dpNjjw== @@ -321,7 +316,7 @@ "@ethersproject/bytes" "^5.7.0" "@ethersproject/sha2" "^5.7.0" -"@ethersproject/properties@5.7.0", "@ethersproject/properties@^5.7.0": +"@ethersproject/properties@^5.7.0", "@ethersproject/properties@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/properties/-/properties-5.7.0.tgz" integrity sha512-J87jy8suntrAkIZtecpxEPxY//szqr1mlBaYlQ0r4RCaiD2hjheqF9s1LVE8vVuJCXisjIP+JgtK/Do54ej4Sw== @@ -354,7 +349,7 @@ bech32 "1.1.4" ws "7.4.6" -"@ethersproject/random@5.7.0", "@ethersproject/random@^5.7.0": +"@ethersproject/random@^5.7.0", "@ethersproject/random@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/random/-/random-5.7.0.tgz" integrity sha512-19WjScqRA8IIeWclFme75VMXSBvi4e6InrUNuaR4s5pTF2qNhcGdCUwdxUVGtDDqC00sDLCO93jPQoDUH4HVmQ== @@ -362,7 +357,7 @@ "@ethersproject/bytes" "^5.7.0" "@ethersproject/logger" "^5.7.0" -"@ethersproject/rlp@5.7.0", "@ethersproject/rlp@^5.7.0": +"@ethersproject/rlp@^5.7.0", "@ethersproject/rlp@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/rlp/-/rlp-5.7.0.tgz" integrity sha512-rBxzX2vK8mVF7b0Tol44t5Tb8gomOHkj5guL+HhzQ1yBh/ydjGnpw6at+X6Iw0Kp3OzzzkcKp8N9r0W4kYSs9w== @@ -370,7 +365,7 @@ "@ethersproject/bytes" "^5.7.0" "@ethersproject/logger" "^5.7.0" -"@ethersproject/sha2@5.7.0", "@ethersproject/sha2@^5.7.0": +"@ethersproject/sha2@^5.7.0", "@ethersproject/sha2@5.7.0": version "5.7.0" resolved "https://registry.npmjs.org/@ethersproject/sha2/-/sha2-5.7.0.tgz" integrity sha512-gKlH42riwb3KYp0reLsFTokByAKoJdgFCwI+CCiX/k+Jm2mbNs6oOaCjYQSlI1+XBVejwH2KrmCbMAT/GnRDQw== @@ -379,7 +374,7 @@ "@ethersproject/logger" "^5.7.0" hash.js "1.1.7" -"@ethersproject/signing-key@5.7.0", "@ethersproject/signing-key@^5.7.0": +"@ethersproject/signing-key@^5.7.0", "@ethersproject/signing-key@5.7.0": version "5.7.0" resolved 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fs-extra "^10.0.0" +text-decoder@^1.1.0: + version "1.1.0" + resolved "https://registry.npmjs.org/text-decoder/-/text-decoder-1.1.0.tgz" + integrity sha512-TmLJNj6UgX8xcUZo4UDStGQtDiTzF7BzWlzn9g7UWrjkpHr5uJTK1ld16wZ3LXb2vb6jH8qU89dW5whuMdXYdw== + dependencies: + b4a "^1.6.4" + timed-out@^4.0.1: version "4.0.1" resolved "https://registry.npmjs.org/timed-out/-/timed-out-4.0.1.tgz" @@ -6219,16 +6650,16 @@ truncate-utf8-bytes@^1.0.0: dependencies: utf8-byte-length "^1.0.1" -tslib@2.0.1: - version "2.0.1" - resolved "https://registry.npmjs.org/tslib/-/tslib-2.0.1.tgz" - integrity sha512-SgIkNheinmEBgx1IUNirK0TUD4X9yjjBRTqqjggWCU3pUEqIk3/Uwl3yRixYKT6WjQuGiwDv4NomL3wqRCj+CQ== - tslib@^2.1.0: version "2.6.2" resolved "https://registry.npmjs.org/tslib/-/tslib-2.6.2.tgz" integrity sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q== +tslib@2.0.1: + version "2.0.1" + resolved "https://registry.npmjs.org/tslib/-/tslib-2.0.1.tgz" + integrity 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+xmlbuilder@^15.1.1, xmlbuilder@>=11.0.1: version "15.1.1" resolved "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-15.1.1.tgz" integrity sha512-yMqGBqtXyeN1e3TGYvgNgDVZ3j84W4cwkOXQswghol6APgZWaff9lnbvN7MHYJOiXsvGPXtjTYJEiC9J2wv9Eg== @@ -6931,7 +7362,12 @@ yaku@^0.16.6: resolved "https://registry.npmjs.org/yaku/-/yaku-0.16.7.tgz" integrity sha512-Syu3IB3rZvKvYk7yTiyl1bo/jiEFaaStrgv1V2TIJTqYPStSMQVO8EQjg/z+DRzLq/4LIIharNT3iH1hylEIRw== -yallist@^3.0.0, yallist@^3.1.1: +yallist@^3.0.0: + version "3.1.1" + resolved "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz" + integrity sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g== + +yallist@^3.1.1: version "3.1.1" resolved "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz" integrity sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g== @@ -6941,11 +7377,6 @@ yallist@^4.0.0: resolved "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz" integrity sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A== -yargs-parser@20.2.4: - version "20.2.4" - resolved "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.4.tgz" - integrity sha512-WOkpgNhPTlE73h4VFAFsOnomJVaovO8VqLDzy5saChRBFQFBoMYirowyW+Q9HB4HFF4Z7VZTiG3iSzJJA29yRA== - yargs-parser@^20.2.2: version "20.2.9" resolved "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.9.tgz" @@ -6956,6 +7387,11 @@ yargs-parser@^21.1.1: resolved "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz" integrity sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw== +yargs-parser@20.2.4: + version "20.2.4" + resolved "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.4.tgz" + integrity sha512-WOkpgNhPTlE73h4VFAFsOnomJVaovO8VqLDzy5saChRBFQFBoMYirowyW+Q9HB4HFF4Z7VZTiG3iSzJJA29yRA== + yargs-unparser@2.0.0: version "2.0.0" resolved "https://registry.npmjs.org/yargs-unparser/-/yargs-unparser-2.0.0.tgz" @@ -6966,19 +7402,6 @@ yargs-unparser@2.0.0: flat "^5.0.2" is-plain-obj "^2.1.0" -yargs@16.2.0: - version "16.2.0" - resolved "https://registry.npmjs.org/yargs/-/yargs-16.2.0.tgz" - integrity sha512-D1mvvtDG0L5ft/jGWkLpG1+m0eQxOfaBvTNELraWj22wSVUMWxZUvYgJYcKh6jGGIkJFhH4IZPQhR4TKpc8mBw== - dependencies: - cliui "^7.0.2" - escalade "^3.1.1" - get-caller-file "^2.0.5" - require-directory "^2.1.1" - string-width "^4.2.0" - y18n "^5.0.5" - yargs-parser "^20.2.2" - yargs@^17.6.2, yargs@^17.7.2: version "17.7.2" resolved "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz" @@ -6992,6 +7415,19 @@ yargs@^17.6.2, yargs@^17.7.2: y18n "^5.0.5" yargs-parser "^21.1.1" +yargs@16.2.0: + version "16.2.0" + resolved "https://registry.npmjs.org/yargs/-/yargs-16.2.0.tgz" + integrity sha512-D1mvvtDG0L5ft/jGWkLpG1+m0eQxOfaBvTNELraWj22wSVUMWxZUvYgJYcKh6jGGIkJFhH4IZPQhR4TKpc8mBw== + dependencies: + cliui "^7.0.2" + escalade "^3.1.1" + get-caller-file "^2.0.5" + require-directory "^2.1.1" + string-width "^4.2.0" + y18n "^5.0.5" + yargs-parser "^20.2.2" + yarn@^1.22.21: version "1.22.21" resolved "https://registry.npmjs.org/yarn/-/yarn-1.22.21.tgz" diff --git a/libs/remix-ai-core/src/index.ts b/libs/remix-ai-core/src/index.ts index 97bea54e98..1e73c7225b 100644 --- a/libs/remix-ai-core/src/index.ts +++ b/libs/remix-ai-core/src/index.ts @@ -1,8 +1,7 @@ 'use strict' -import { IModel, IModelResponse, IModelRequest, InferenceModel} from './types/types' +import { IModel, IModelResponse, IModelRequest, InferenceModel, ICompletions, IParams} from './types/types' import { ModelType } from './types/constants' import { DefaultModels } from './types/models' -import { InlineCompletionServiceTransformer } from './completions/completionTransformer' - -export { IModel, IModelResponse, IModelRequest, InferenceModel, ModelType, DefaultModels, InlineCompletionServiceTransformer} \ No newline at end of file +import { getCompletionPrompt, getInsertionPrompt } from './prompts/completionPrompts' +export { IModel, IModelResponse, IModelRequest, InferenceModel, ModelType, DefaultModels, ICompletions, IParams, getCompletionPrompt, getInsertionPrompt} \ No newline at end of file diff --git a/libs/remix-ai-core/src/prompts/completionPrompts.ts b/libs/remix-ai-core/src/prompts/completionPrompts.ts new file mode 100644 index 0000000000..534e27214e --- /dev/null +++ b/libs/remix-ai-core/src/prompts/completionPrompts.ts @@ -0,0 +1,19 @@ +import { COMPLETION_SYSTEM_PROMPT } from "../types/constants"; +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｜>` + } + else { + // return error model not supported yet + + } +} + +export const getCompletionPrompt = (model:IModel, context) => { + if ((model.modelType === 'code_completion') && (model.modelName.toLocaleLowerCase().includes('deepseek'))){ + return `{COMPLETION_SYSTEM_PROMPT} \n### Instruction:\n{context}\n ### Response: ` + } +} diff --git a/libs/remix-ai-core/src/types/models.ts b/libs/remix-ai-core/src/types/models.ts index dd2f827fc8..f18ed057cd 100644 --- a/libs/remix-ai-core/src/types/models.ts +++ b/libs/remix-ai-core/src/types/models.ts @@ -8,6 +8,7 @@ import { ModelType} from './constants'; const DefaultModels = (): IModel[] => { 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, @@ -15,6 +16,7 @@ const DefaultModels = (): IModel[] => { }; const model2: IModel = { name: 'DeepSeek', + 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', modelType: ModelType.GENERAL, @@ -22,10 +24,11 @@ const DefaultModels = (): IModel[] => { }; const model3: IModel = { name: 'DeepSeekTransformer', + task: 'text-generation', modelName: 'Xenova/deepseek-coder-1.3b-base', downloadUrl: 'Xenova/deepseek-coder-1.3b-base', modelType: ModelType.CODE_COMPLETION_INSERTION, - modelReqs: { backend: 'transformer', minSysMemory: 2, GPURequired: false, MinGPUVRAM: 2} + modelReqs: { backend: 'transformerjs', minSysMemory: 2, GPURequired: false, MinGPUVRAM: 2} }; return [model1, model2, model3]; diff --git a/libs/remix-ai-core/src/types/types.ts b/libs/remix-ai-core/src/types/types.ts index c9b135e3df..0c7490c239 100644 --- a/libs/remix-ai-core/src/types/types.ts +++ b/libs/remix-ai-core/src/types/types.ts @@ -12,6 +12,7 @@ export interface IModelRequirements{ export interface IModel { name: string; + task: string; downloadUrl: string; modelName: string; modelType: ModelType; @@ -37,6 +38,15 @@ export interface InferenceModel { } export interface ICompletions{ - code_completion(context): Promise; - code_insertion(msg_pfx, msg_sfx): Promise; + code_completion(context, params:IParams): Promise; + code_insertion(msg_pfx, msg_sfx, params:IParams): Promise; +} + +export interface IParams { + temperature?: number; + max_new_tokens?: number; + repetition_penalty?: number; + no_repeat_ngram_size?: number; + num_beams?: number; + num_return_sequences?: number; } diff --git a/libs/remix-ai-core/tsconfig.lib.json b/libs/remix-ai-core/tsconfig.lib.json index f367bc8051..c7898b0936 100644 --- a/libs/remix-ai-core/tsconfig.lib.json +++ b/libs/remix-ai-core/tsconfig.lib.json @@ -9,5 +9,5 @@ "types": ["node"] }, "exclude": ["**/*.spec.ts"], - "include": ["bin", "src", "bin/origins.json"] + "include": ["bin", "src", "bin/origins.json", "../../apps/remixdesktop/src/lib/completionTransformer.ts"] } 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 da1ea1336a..bf6db4f4f0 100644 --- a/libs/remix-ui/remix-ai/src/lib/components/Default.tsx +++ b/libs/remix-ui/remix-ai/src/lib/components/Default.tsx @@ -1,7 +1,6 @@ import React, { useContext, useEffect, useState } from 'react' import '../remix-ai.css' import { DefaultModels } from '@remix/remix-ai-core'; -import { InlineCompletionServiceTransformer} from '@remix/remix-ai-core'; export const Default = (props) => { const [searchText, setSearchText] = useState(''); @@ -54,14 +53,16 @@ export const Default = (props) => { onClick={async () => { if (props.plugin.isOnDesktop ) { - const completer = new InlineCompletionServiceTransformer(); - if (!completer.ready) { - await completer.init(); - } - - const code = completer.code_completion("pragma solidity ^0.8.0;\n") - console.log("Got code completion ",code); + // const completer = new InlineCompletionServiceTransformer(); + // if (!completer.ready) { + // await completer.init(); + // } + await props.plugin.call(pluginName, 'loadTransformerModel', DefaultModels()); + // // const code = completer.code_completion("pragma solidity ^0.8.0;\n") + console.log("Got transformer model completion "); + const result = await props.plugin.call(pluginName, 'code_completion', "pragma solidity ^0.8.0;\n contract Storage"); + console.log("Got code completion\n",result); // const inferenceModel = await props.plugin.call(pluginName, 'getInferenceModel'); // console.log("Got inference model ",inferenceModel); diff --git a/package.json b/package.json index 56626d95a3..44f6a9b52e 100644 --- a/package.json +++ b/package.json @@ -116,7 +116,6 @@ "@ricarso/react-image-magnifiers": "^1.9.0", "@types/nightwatch": "^2.3.1", "@web3modal/ethers5": "^4.0.1", - "@xenova/transformers": "^2.17.2", "ansi-gray": "^0.1.1", "assert": "^2.1.0", "async": "^2.6.2", @@ -163,7 +162,6 @@ "merge": "^2.1.1", "npm-install-version": "^6.0.2", "octokit": "^3.1.2", - "onnxruntime-web": "^1.18.0", "openai": "^3.3.0", "path-browserify": "^1.0.1", "prettier": "^2.8.4",