From cd6d1e3d74c6272efeb196809245dd649d53451b Mon Sep 17 00:00:00 2001 From: Aleksandr Zhytnyk Date: Sun, 18 Feb 2024 16:18:43 +0200 Subject: [PATCH] Initial --- .dockerignore | 8 + .editorconfig | 9 + .env.example | 1 + .github/workflows/ci.yml | 36 + .gitignore | 12 + .prettierrc | 5 + .vscode/extensions.json | 10 + .vscode/launch.json | 34 + .vscode/settings.json | 22 + Dockerfile | 17 + README.md | 1 + docker-compose.yaml | 13 + package-lock.json | 2955 +++++++++++++++++++ package.json | 50 + src/app.ts | 13 + src/bot/bot.class.ts | 29 + src/bot/commands/classifyMessage.command.ts | 25 + src/bot/commands/command.class.ts | 8 + src/bot/commands/index.ts | 4 + src/bot/commands/start.command.ts | 15 + src/bot/context/context.interface.ts | 7 + src/config/config.service.ts | 11 + src/services/ai.service.ts | 75 + tsconfig.json | 22 + 24 files changed, 3382 insertions(+) create mode 100644 .dockerignore create mode 100755 .editorconfig create mode 100644 .env.example create mode 100644 .github/workflows/ci.yml create mode 100755 .gitignore create mode 100755 .prettierrc create mode 100755 .vscode/extensions.json create mode 100644 .vscode/launch.json create mode 100755 .vscode/settings.json create mode 100644 Dockerfile create mode 100644 README.md create mode 100644 docker-compose.yaml create mode 100644 package-lock.json create mode 100644 package.json create mode 100644 src/app.ts create mode 100644 src/bot/bot.class.ts create mode 100644 src/bot/commands/classifyMessage.command.ts create mode 100644 src/bot/commands/command.class.ts create mode 100644 src/bot/commands/index.ts create mode 100644 src/bot/commands/start.command.ts create mode 100644 src/bot/context/context.interface.ts create mode 100644 src/config/config.service.ts create mode 100644 src/services/ai.service.ts create mode 100644 tsconfig.json diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..a1eb02e --- /dev/null +++ b/.dockerignore @@ -0,0 +1,8 @@ +node_modules +data +dist + +Dockerfile +README.md + +.* diff --git a/.editorconfig b/.editorconfig new file mode 100755 index 0000000..9d08a1a --- /dev/null +++ b/.editorconfig @@ -0,0 +1,9 @@ +root = true + +[*] +charset = utf-8 +indent_style = space +indent_size = 2 +end_of_line = lf +insert_final_newline = true +trim_trailing_whitespace = true diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..f656e0f --- /dev/null +++ b/.env.example @@ -0,0 +1 @@ +TOKEN= diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml new file mode 100644 index 0000000..7ab5672 --- /dev/null +++ b/.github/workflows/ci.yml @@ -0,0 +1,36 @@ +name: ci + +on: + push: + branches: + - "main" + +jobs: + docker: + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v4 + - name: Docker meta + id: meta + uses: docker/metadata-action@v5 + with: + images: ghcr.io/${{ github.repository }} + - name: Set up QEMU + uses: docker/setup-qemu-action@v3 + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + - name: Login to GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.repository_owner }} + password: ${{ secrets.GITHUB_TOKEN }} + - name: Build and push + uses: docker/build-push-action@v5 + with: + context: . + platforms: linux/amd64,linux/arm64 + push: true + tags: ${{ steps.meta.outputs.tags }} + labels: ${{ steps.meta.outputs.labels }} diff --git a/.gitignore b/.gitignore new file mode 100755 index 0000000..8c68b67 --- /dev/null +++ b/.gitignore @@ -0,0 +1,12 @@ +.env + +node_modules +data +dist + +# IDE - VSCode +.vscode/* +!.vscode/settings.json +!.vscode/tasks.json +!.vscode/launch.json +!.vscode/extensions.json diff --git a/.prettierrc b/.prettierrc new file mode 100755 index 0000000..9db28a2 --- /dev/null +++ b/.prettierrc @@ -0,0 +1,5 @@ +{ + "singleQuote": true, + "trailingComma": "all", + "printWidth": 120 +} diff --git a/.vscode/extensions.json b/.vscode/extensions.json new file mode 100755 index 0000000..e715c63 --- /dev/null +++ b/.vscode/extensions.json @@ -0,0 +1,10 @@ +{ + "recommendations": [ + "streetsidesoftware.code-spell-checker", + "streetsidesoftware.code-spell-checker-ukrainian", + "editorconfig.editorconfig", + "dbaeumer.vscode-eslint", + "esbenp.prettier-vscode" + ], + "unwantedRecommendations": [] +} diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 0000000..51ff0d0 --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,34 @@ +{ + "version": "0.2.0", + + "configurations": [ + { + "name": "Launch", + "type": "node", + "request": "launch", + "program": "src/app.ts", + + /* + Path to tsx binary + Assuming locally installed + */ + "runtimeExecutable": "${workspaceRoot}/node_modules/.bin/tsx", + + /* + Open terminal when debugging starts (Optional) + Useful to see console.logs + */ + "console": "integratedTerminal", + "internalConsoleOptions": "neverOpen", + + // Files to exclude from debugger (e.g. call stack) + "skipFiles": [ + // Node.js internal core modules + "/**", + + // Ignore all dependencies (optional) + "${workspaceFolder}/node_modules/**" + ] + } + ] +} diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100755 index 0000000..ab27784 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,22 @@ +{ + "editor.formatOnSave": true, + "editor.renderWhitespace": "all", + "editor.renderControlCharacters": true, + "explorer.fileNesting.enabled": true, + "explorer.fileNesting.patterns": { + "Dockerfile": ".dockerignore, docker-compose.yaml", + "package.json": ".editorconfig, .env*, .git*, .prettierrc, package-lock.json, tsconfig.json" + }, + "[javascript]": { + "editor.defaultFormatter": "esbenp.prettier-vscode" + }, + "[typescript]": { + "editor.defaultFormatter": "esbenp.prettier-vscode" + }, + "[json]": { + "editor.defaultFormatter": "esbenp.prettier-vscode" + }, + "typescript.tsdk": "node_modules/typescript/lib", + "cSpell.language": "en,uk", + "cSpell.words": ["Xenova"] +} diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..19af048 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,17 @@ +# build-stage +FROM node:20 as build-stage +ENV NODE_ENV build +WORKDIR /app +COPY package*.json ./ +RUN npm ci +COPY . . +RUN npm run build && npm prune --production + +# production-stage +FROM node:20 +ENV NODE_ENV production +WORKDIR /app +COPY --from=build-stage /app/package*.json ./ +COPY --from=build-stage /app/node_modules/ ./node_modules/ +COPY --from=build-stage /app/dist/ ./dist/ +CMD ["node", "dist/app.js"] diff --git a/README.md b/README.md new file mode 100644 index 0000000..7c2a4ff --- /dev/null +++ b/README.md @@ -0,0 +1 @@ +# Telegram AI Bot diff --git a/docker-compose.yaml b/docker-compose.yaml new file mode 100644 index 0000000..8bacfbe --- /dev/null +++ b/docker-compose.yaml @@ -0,0 +1,13 @@ +version: '3.8' + +name: ai_bot + +services: + ai_bot: + container_name: ai_bot + image: ghcr.io/operkh/ai_bot + env_file: + - .env + 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"@xenova/transformers": "^2.15.0", + "dotenv": "^16.4.4", + "telegraf": "github:telegraf/telegraf#feat/api-7.0" + }, + "devDependencies": { + "@types/node": "^20.11.19", + "@typescript-eslint/eslint-plugin": "^7.0.1", + "@typescript-eslint/parser": "^7.0.1", + "eslint": "^8.56.0", + "prettier": "^3.2.5", + "tsx": "^4.7.1", + "typescript": "^5.3.3" + }, + "eslintConfig": { + "env": { + "browser": true, + "es2021": true + }, + "extends": [ + "eslint:recommended", + "plugin:@typescript-eslint/recommended" + ], + "parser": "@typescript-eslint/parser", + "parserOptions": { + "ecmaVersion": "latest", + "sourceType": "module" + }, + "plugins": [ + "@typescript-eslint" + ], + "rules": {} + }, + "engines": { + "node": ">=20.9.0", + "npm": ">=10.1.0" + } +} diff --git a/src/app.ts b/src/app.ts new file mode 100644 index 0000000..5f763a7 --- /dev/null +++ b/src/app.ts @@ -0,0 +1,13 @@ +import { Bot } from './bot/bot.class.js'; +import { StartCommand, ClassifyMessageCommand } from './bot/commands/index.js'; +import { ConfigService } from './config/config.service.js'; + +const configService = new ConfigService(); +const bot = new Bot(configService); + +bot.registerCommands([StartCommand, ClassifyMessageCommand]); +bot.start(); + +// Enable graceful stop +process.once('SIGINT', () => bot.stop('SIGINT')); +process.once('SIGTERM', () => bot.stop('SIGTERM')); diff --git a/src/bot/bot.class.ts b/src/bot/bot.class.ts new file mode 100644 index 0000000..8c02e9e --- /dev/null +++ b/src/bot/bot.class.ts @@ -0,0 +1,29 @@ +import { session, Telegraf } from 'telegraf'; +import { Command } from './commands/command.class.js'; +import { IBotContext } from './context/context.interface.js'; +import { ConfigService } from '../config/config.service.js'; + +export class Bot { + private bot: Telegraf; + + constructor(private readonly configService: ConfigService) { + this.bot = new Telegraf(this.configService.get('TOKEN')); + this.bot.use(session()); + } + + registerCommands(commands: Array<{ new (bot: Telegraf): Command }>) { + for (const Command of commands) { + const command = new Command(this.bot); + command.handle(); + } + } + + start() { + this.bot.launch(); + console.log('Bot started'); + } + + stop(reason?: string) { + this.bot.stop(reason); + } +} diff --git a/src/bot/commands/classifyMessage.command.ts b/src/bot/commands/classifyMessage.command.ts new file mode 100644 index 0000000..dd1b6b9 --- /dev/null +++ b/src/bot/commands/classifyMessage.command.ts @@ -0,0 +1,25 @@ +import { Telegraf } from 'telegraf'; +import { message } from 'telegraf/filters'; + +import { Command } from './command.class.js'; +import { IBotContext } from '../context/context.interface.js'; +import { AIService } from '../../services/ai.service.js'; + +export class ClassifyMessageCommand extends Command { + private aiService = AIService.getInstance(); + + constructor(bot: Telegraf) { + super(bot); + } + + handle(): void { + this.bot.on(message('text'), async (ctx) => { + const maxToxicScore = await this.aiService.getMaxToxicScore(ctx.message.text); + if (maxToxicScore > 0.85) { + ctx.react('😈'); + } else if (maxToxicScore > 0.7) { + ctx.react('🌚'); + } + }); + } +} diff --git a/src/bot/commands/command.class.ts b/src/bot/commands/command.class.ts new file mode 100644 index 0000000..2707fb1 --- /dev/null +++ b/src/bot/commands/command.class.ts @@ -0,0 +1,8 @@ +import { Telegraf } from 'telegraf'; +import { IBotContext } from '../context/context.interface.js'; + +export abstract class Command { + constructor(public readonly bot: Telegraf) {} + + abstract handle(): void; +} diff --git a/src/bot/commands/index.ts b/src/bot/commands/index.ts new file mode 100644 index 0000000..a2e41fa --- /dev/null +++ b/src/bot/commands/index.ts @@ -0,0 +1,4 @@ +export * from './command.class.js'; + +export * from './classifyMessage.command.js'; +export * from './start.command.js'; diff --git a/src/bot/commands/start.command.ts b/src/bot/commands/start.command.ts new file mode 100644 index 0000000..9342661 --- /dev/null +++ b/src/bot/commands/start.command.ts @@ -0,0 +1,15 @@ +import { Telegraf } from 'telegraf'; +import { Command } from './command.class.js'; +import { IBotContext } from '../context/context.interface.js'; + +export class StartCommand extends Command { + constructor(bot: Telegraf) { + super(bot); + } + + handle(): void { + this.bot.start((ctx) => { + ctx.reply("Привіт, я поки нічого не вмію, але обов'язково навчуся!"); + }); + } +} diff --git a/src/bot/context/context.interface.ts b/src/bot/context/context.interface.ts new file mode 100644 index 0000000..e5ae5f2 --- /dev/null +++ b/src/bot/context/context.interface.ts @@ -0,0 +1,7 @@ +import { Context } from 'telegraf'; + +export interface SessionData {} + +export interface IBotContext extends Context { + session: SessionData; +} diff --git a/src/config/config.service.ts b/src/config/config.service.ts new file mode 100644 index 0000000..7649810 --- /dev/null +++ b/src/config/config.service.ts @@ -0,0 +1,11 @@ +import 'dotenv/config'; + +export class ConfigService { + private static readonly config = { + TOKEN: process.env.TOKEN || '', + }; + + get(key: keyof typeof ConfigService.config): string { + return ConfigService.config[key]; + } +} diff --git a/src/services/ai.service.ts b/src/services/ai.service.ts new file mode 100644 index 0000000..6c22f20 --- /dev/null +++ b/src/services/ai.service.ts @@ -0,0 +1,75 @@ +import { env, pipeline } from '@xenova/transformers'; +env.cacheDir = './data/models'; + +export type TranslatorResponse = { + translation_text: string; +}; + +export type DistilBertLabel = 'NEGATIVE' | 'POSITIVE'; + +export type DistilBertResponse = { + label: DistilBertLabel; + score: number; +}; + +export type ToxicBertLabel = 'toxic' | 'insult' | 'obscene' | 'identity_hate' | 'threat' | 'severe_toxic'; + +export type ToxicBertResponse = { + label: ToxicBertLabel; + score: number; +}; + +export type WhisperResponse = { + text: string; +}; + +export class AIService { + private static instance: AIService; + private constructor() {} + public static getInstance(): AIService { + if (!AIService.instance) { + AIService.instance = new AIService(); + } + return AIService.instance; + } + + public async sentimentAnalysis(text: string) { + const classifier = await pipeline('sentiment-analysis', 'Xenova/distilbert-base-uncased-finetuned-sst-2-english'); + const output = await classifier(text); + await classifier.dispose(); + console.log('sentimentAnalysis', text, output); + return output as DistilBertResponse[]; + } + + public async toxicAnalysis(text: string) { + const classifier = await pipeline('sentiment-analysis', 'Xenova/toxic-bert'); + const output = await classifier(text, { topk: 6 }); + await classifier.dispose(); + console.log('toxicAnalysis', text, output); + return output as ToxicBertResponse[]; + } + + public async translate(text: string) { + const translator = await pipeline('translation', 'Xenova/nllb-200-distilled-600M'); + // eslint-disable-next-line @typescript-eslint/no-explicit-any + const output = await translator(text, { src_lang: 'rus_Cyrl', tgt_lang: 'eng_Latn' } as any); + await translator.dispose(); + console.log('translate', text, output); + // eslint-disable-next-line @typescript-eslint/no-explicit-any + const [{ translation_text }] = output as TranslatorResponse[]; + return translation_text; + } + + async isTextToxic(text: string): Promise { + const toxicThreshold = 0.7; + const engText = await this.translate(text); + const toxicResult = await this.toxicAnalysis(engText); + return !!toxicResult.find(({ score }) => score > toxicThreshold); + } + + async getMaxToxicScore(text: string): Promise { + const engText = await this.translate(text); + const [{ score }] = await this.toxicAnalysis(engText); + return score; + } +} diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 0000000..5679519 --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,22 @@ +{ + "compilerOptions": { + "target": "ESNext", + "module": "NodeNext", + "moduleResolution": "NodeNext", + "strict": true, + "allowJs": true, + "skipLibCheck": true, + "esModuleInterop": true, + "allowSyntheticDefaultImports": true, + "forceConsistentCasingInFileNames": true, + "noFallthroughCasesInSwitch": true, + "resolveJsonModule": true, + "isolatedModules": true, + "noEmit": true, + "baseUrl": ".", + "outDir": "dist", + "lib": ["esnext"] + }, + "include": ["src/*.ts"], + "exclude": ["src/utils/*"] +}