diff --git a/.github/workflows/web.yml b/.github/workflows/web.yml
new file mode 100644
index 0000000..58f95f7
--- /dev/null
+++ b/.github/workflows/web.yml
@@ -0,0 +1,45 @@
+name: Vite PNPM Cloudflare Pages
+
+on:
+ push:
+ branches:
+ - '*'
+jobs:
+ build:
+ runs-on: ubuntu-latest
+
+ steps:
+ - name: Checkout code
+ uses: actions/checkout@v2
+
+ - name: Setup Node.js
+ uses: actions/setup-node@v3
+ with:
+ node-version: 20
+
+ - name: Install dependencies
+ run: |
+ cd web
+ npm install -g pnpm
+ pnpm install
+
+ - name: Build
+ run: cd web && npm run build
+
+ deploy:
+ runs-on: ubuntu-latest
+ needs: build
+ if: github.ref == 'refs/heads/main'
+
+ steps:
+ - name: Checkout code
+ uses: actions/checkout@v2
+
+# FIXME: add secret to github repo
+# - name: Deploy to Cloudflare Pages
+# uses: cloudflare/cloudflare-pages-deploy-action@main
+# with:
+# script: cd web && npm run build
+# directory: web/dist
+# token: ${{ secrets.CLOUDFLARE_API_TOKEN }}
+# site: en2ru
diff --git a/.run/dev.run.xml b/.run/dev.run.xml
new file mode 100644
index 0000000..16109a0
--- /dev/null
+++ b/.run/dev.run.xml
@@ -0,0 +1,13 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/reports/.gitkeep b/reports/.gitkeep
index e69de29..95c08e2 100644
--- a/reports/.gitkeep
+++ b/reports/.gitkeep
@@ -0,0 +1 @@
+npx create-next-app@latest web-translator --typescript --tailwind --eslint --use-pnpm
\ No newline at end of file
diff --git a/src/data/translate_openai.py b/src/data/translate_openai.py
index cd6cdd3..f4259d9 100644
--- a/src/data/translate_openai.py
+++ b/src/data/translate_openai.py
@@ -2,7 +2,7 @@
import openai
-default_prompt = """Translate the provided scientific texts from English to Russian. Before translation, please make sure to clean up any messy or illegible symbols within the texts. Ensure that
+default_prompt = """Translate the provided scientific texts from English to Russian. Before service, please make sure to clean up any messy or illegible symbols within the texts. Ensure that
there are no additional explanations or content in the translations. The outputs must contain precisely the same
information as the cleaned-up inputs."""
diff --git a/web/.editorconfig b/web/.editorconfig
new file mode 100644
index 0000000..a78447e
--- /dev/null
+++ b/web/.editorconfig
@@ -0,0 +1,7 @@
+[*]
+charset = utf-8
+insert_final_newline = true
+end_of_line = lf
+indent_style = space
+indent_size = 2
+max_line_length = 80
\ No newline at end of file
diff --git a/web/.eslintrc.cjs b/web/.eslintrc.cjs
new file mode 100644
index 0000000..d6c9537
--- /dev/null
+++ b/web/.eslintrc.cjs
@@ -0,0 +1,18 @@
+module.exports = {
+ root: true,
+ env: { browser: true, es2020: true },
+ extends: [
+ 'eslint:recommended',
+ 'plugin:@typescript-eslint/recommended',
+ 'plugin:react-hooks/recommended',
+ ],
+ ignorePatterns: ['dist', '.eslintrc.cjs'],
+ parser: '@typescript-eslint/parser',
+ plugins: ['react-refresh'],
+ rules: {
+ 'react-refresh/only-export-components': [
+ 'warn',
+ { allowConstantExport: true },
+ ],
+ },
+}
diff --git a/web/.gitignore b/web/.gitignore
new file mode 100644
index 0000000..18b90f5
--- /dev/null
+++ b/web/.gitignore
@@ -0,0 +1,26 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
+
+!src/lib/
diff --git a/web/.prettierrc b/web/.prettierrc
new file mode 100644
index 0000000..0967ef4
--- /dev/null
+++ b/web/.prettierrc
@@ -0,0 +1 @@
+{}
diff --git a/web/components.json b/web/components.json
new file mode 100644
index 0000000..e24d493
--- /dev/null
+++ b/web/components.json
@@ -0,0 +1,16 @@
+{
+ "$schema": "https://ui.shadcn.com/schema.json",
+ "style": "default",
+ "rsc": false,
+ "tsx": true,
+ "tailwind": {
+ "config": "tailwind.config.js",
+ "css": "src/index.css",
+ "baseColor": "slate",
+ "cssVariables": true
+ },
+ "aliases": {
+ "components": "@/components",
+ "utils": "@/lib/utils"
+ }
+}
\ No newline at end of file
diff --git a/web/index.html b/web/index.html
new file mode 100644
index 0000000..3e654d6
--- /dev/null
+++ b/web/index.html
@@ -0,0 +1,13 @@
+
+
+
+
+
+
+ En2Ru: Scientific Translator
+
+
+
+
+
+
diff --git a/web/package.json b/web/package.json
new file mode 100644
index 0000000..82172f8
--- /dev/null
+++ b/web/package.json
@@ -0,0 +1,51 @@
+{
+ "name": "scientific-translator",
+ "private": true,
+ "version": "0.0.0",
+ "type": "module",
+ "scripts": {
+ "dev": "vite",
+ "build": "tsc && vite build",
+ "lint": "eslint . --ext ts,tsx --report-unused-disable-directives --max-warnings 0",
+ "preview": "vite preview"
+ },
+ "dependencies": {
+ "@fortawesome/free-brands-svg-icons": "^6.4.2",
+ "@fortawesome/free-solid-svg-icons": "^6.4.2",
+ "@fortawesome/react-fontawesome": "^0.2.0",
+ "@radix-ui/react-accordion": "^1.1.2",
+ "@radix-ui/react-dropdown-menu": "^2.0.6",
+ "@radix-ui/react-hover-card": "^1.0.7",
+ "@radix-ui/react-label": "^2.0.2",
+ "@radix-ui/react-navigation-menu": "^1.1.4",
+ "@radix-ui/react-separator": "^1.0.3",
+ "@radix-ui/react-slot": "^1.0.2",
+ "bulma": "^0.9.4",
+ "class-variance-authority": "^0.7.0",
+ "clsx": "^2.0.0",
+ "draft-js": "^0.11.7",
+ "lucide-react": "^0.292.0",
+ "react": "^18.2.0",
+ "react-dom": "^18.2.0",
+ "react-highlight-within-textarea": "^3.2.1",
+ "tailwind-merge": "^2.0.0",
+ "tailwindcss-animate": "^1.0.7"
+ },
+ "devDependencies": {
+ "@types/node": "^20.9.0",
+ "@types/react": "^18.2.15",
+ "@types/react-dom": "^18.2.7",
+ "@typescript-eslint/eslint-plugin": "^6.0.0",
+ "@typescript-eslint/parser": "^6.0.0",
+ "@vitejs/plugin-react": "^4.0.3",
+ "autoprefixer": "^10.4.16",
+ "eslint": "^8.45.0",
+ "eslint-plugin-react-hooks": "^4.6.0",
+ "eslint-plugin-react-refresh": "^0.4.3",
+ "postcss": "^8.4.31",
+ "prettier": "^3.0.3",
+ "tailwindcss": "^3.3.5",
+ "typescript": "^5.0.2",
+ "vite": "^4.4.5"
+ }
+}
diff --git a/web/pnpm-lock.yaml b/web/pnpm-lock.yaml
new file mode 100644
index 0000000..8b6e27f
--- /dev/null
+++ b/web/pnpm-lock.yaml
@@ -0,0 +1,3120 @@
+lockfileVersion: '6.0'
+
+settings:
+ autoInstallPeers: true
+ excludeLinksFromLockfile: false
+
+dependencies:
+ '@fortawesome/free-brands-svg-icons':
+ specifier: ^6.4.2
+ version: 6.4.2
+ '@fortawesome/free-solid-svg-icons':
+ specifier: ^6.4.2
+ version: 6.4.2
+ '@fortawesome/react-fontawesome':
+ specifier: ^0.2.0
+ version: 0.2.0(@fortawesome/fontawesome-svg-core@6.4.2)(react@18.2.0)
+ '@radix-ui/react-accordion':
+ specifier: ^1.1.2
+ version: 1.1.2(@types/react-dom@18.2.15)(@types/react@18.2.37)(react-dom@18.2.0)(react@18.2.0)
+ '@radix-ui/react-dropdown-menu':
+ specifier: ^2.0.6
+ version: 2.0.6(@types/react-dom@18.2.15)(@types/react@18.2.37)(react-dom@18.2.0)(react@18.2.0)
+ '@radix-ui/react-hover-card':
+ specifier: ^1.0.7
+ version: 1.0.7(@types/react-dom@18.2.15)(@types/react@18.2.37)(react-dom@18.2.0)(react@18.2.0)
+ '@radix-ui/react-label':
+ specifier: ^2.0.2
+ version: 2.0.2(@types/react-dom@18.2.15)(@types/react@18.2.37)(react-dom@18.2.0)(react@18.2.0)
+ '@radix-ui/react-navigation-menu':
+ specifier: ^1.1.4
+ version: 1.1.4(@types/react-dom@18.2.15)(@types/react@18.2.37)(react-dom@18.2.0)(react@18.2.0)
+ '@radix-ui/react-separator':
+ specifier: ^1.0.3
+ version: 1.0.3(@types/react-dom@18.2.15)(@types/react@18.2.37)(react-dom@18.2.0)(react@18.2.0)
+ '@radix-ui/react-slot':
+ specifier: ^1.0.2
+ version: 1.0.2(@types/react@18.2.37)(react@18.2.0)
+ bulma:
+ specifier: ^0.9.4
+ version: 0.9.4
+ class-variance-authority:
+ specifier: ^0.7.0
+ version: 0.7.0
+ clsx:
+ specifier: ^2.0.0
+ version: 2.0.0
+ draft-js:
+ specifier: ^0.11.7
+ version: 0.11.7(react-dom@18.2.0)(react@18.2.0)
+ lucide-react:
+ specifier: ^0.292.0
+ version: 0.292.0(react@18.2.0)
+ react:
+ specifier: ^18.2.0
+ version: 18.2.0
+ react-dom:
+ specifier: ^18.2.0
+ version: 18.2.0(react@18.2.0)
+ react-highlight-within-textarea:
+ specifier: ^3.2.1
+ version: 3.2.1(draft-js@0.11.7)(react-dom@18.2.0)(react@18.2.0)
+ tailwind-merge:
+ specifier: ^2.0.0
+ version: 2.0.0
+ tailwindcss-animate:
+ specifier: ^1.0.7
+ version: 1.0.7(tailwindcss@3.3.5)
+
+devDependencies:
+ '@types/node':
+ specifier: ^20.9.0
+ version: 20.9.0
+ '@types/react':
+ specifier: ^18.2.15
+ version: 18.2.37
+ '@types/react-dom':
+ specifier: ^18.2.7
+ version: 18.2.15
+ '@typescript-eslint/eslint-plugin':
+ specifier: ^6.0.0
+ version: 6.10.0(@typescript-eslint/parser@6.10.0)(eslint@8.53.0)(typescript@5.2.2)
+ '@typescript-eslint/parser':
+ specifier: ^6.0.0
+ version: 6.10.0(eslint@8.53.0)(typescript@5.2.2)
+ '@vitejs/plugin-react':
+ specifier: ^4.0.3
+ version: 4.1.1(vite@4.5.0)
+ autoprefixer:
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+ version: 10.4.16(postcss@8.4.31)
+ eslint:
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+ version: 8.53.0
+ eslint-plugin-react-hooks:
+ specifier: ^4.6.0
+ version: 4.6.0(eslint@8.53.0)
+ eslint-plugin-react-refresh:
+ specifier: ^0.4.3
+ version: 0.4.4(eslint@8.53.0)
+ postcss:
+ specifier: ^8.4.31
+ version: 8.4.31
+ prettier:
+ specifier: ^3.0.3
+ version: 3.0.3
+ tailwindcss:
+ specifier: ^3.3.5
+ version: 3.3.5
+ typescript:
+ specifier: ^5.0.2
+ version: 5.2.2
+ vite:
+ specifier: ^4.4.5
+ version: 4.5.0(@types/node@20.9.0)
+
+packages:
+
+ /@aashutoshrathi/word-wrap@1.2.6:
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+ engines: {node: '>=0.10.0'}
+ dev: true
+
+ /@alloc/quick-lru@5.2.0:
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+ engines: {node: '>=10'}
+
+ /@ampproject/remapping@2.2.1:
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+ engines: {node: '>=6.0.0'}
+ dependencies:
+ '@jridgewell/gen-mapping': 0.3.3
+ '@jridgewell/trace-mapping': 0.3.20
+ dev: true
+
+ /@babel/code-frame@7.22.13:
+ resolution: {integrity: sha512-XktuhWlJ5g+3TJXc5upd9Ks1HutSArik6jf2eAjYFyIOf4ej3RN+184cZbzDvbPnuTJIUhPKKJE3cIsYTiAT3w==}
+ engines: {node: '>=6.9.0'}
+ dependencies:
+ '@babel/highlight': 7.22.20
+ chalk: 2.4.2
+ dev: true
+
+ /@babel/compat-data@7.23.3:
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+ engines: {node: '>=6.9.0'}
+ dev: true
+
+ /@babel/core@7.23.3:
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+ engines: {node: '>=6.9.0'}
+ dependencies:
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+ gensync: 1.0.0-beta.2
+ json5: 2.2.3
+ semver: 6.3.1
+ transitivePeerDependencies:
+ - supports-color
+ dev: true
+
+ /@babel/generator@7.23.3:
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+ engines: {node: '>=6.9.0'}
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+ '@jridgewell/trace-mapping': 0.3.20
+ jsesc: 2.5.2
+ dev: true
+
+ /@babel/helper-compilation-targets@7.22.15:
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+
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+
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+ engines: {node: '>=6.9.0'}
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+ engines: {node: '>=6.9.0'}
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+
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+ '@babel/helper-split-export-declaration': 7.22.6
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+
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+ engines: {node: '>=6.9.0'}
+ dev: true
+
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+ dev: true
+
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+
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+ dev: true
+
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+ engines: {node: '>=6.9.0'}
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+
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+ '@babel/traverse': 7.23.3
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+ dev: true
+
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+ js-tokens: 4.0.0
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+
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+ engines: {node: '>=6.0.0'}
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+
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+ /use-sidecar@1.1.2(@types/react@18.2.37)(react@18.2.0):
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+
+ /vite@4.5.0(@types/node@20.9.0):
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+ engines: {node: ^14.18.0 || >=16.0.0}
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+ lightningcss: ^1.21.0
+ sass: '*'
+ stylus: '*'
+ sugarss: '*'
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+ peerDependenciesMeta:
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+ optional: true
+ less:
+ optional: true
+ lightningcss:
+ optional: true
+ sass:
+ optional: true
+ stylus:
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+
+ /webidl-conversions@3.0.1:
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+ /whatwg-url@5.0.0:
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+ dependencies:
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+ webidl-conversions: 3.0.1
+ dev: false
+
+ /which@2.0.2:
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+ engines: {node: '>= 8'}
+ hasBin: true
+ dependencies:
+ isexe: 2.0.0
+ dev: true
+
+ /wrappy@1.0.2:
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+
+ /yallist@3.1.1:
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+ dev: true
+
+ /yallist@4.0.0:
+ resolution: {integrity: sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==}
+ dev: true
+
+ /yaml@2.3.4:
+ resolution: {integrity: sha512-8aAvwVUSHpfEqTQ4w/KMlf3HcRdt50E5ODIQJBw1fQ5RL34xabzxtUlzTXVqc4rkZsPbvrXKWnABCD7kWSmocA==}
+ engines: {node: '>= 14'}
+
+ /yocto-queue@0.1.0:
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+ engines: {node: '>=10'}
+ dev: true
diff --git a/web/postcss.config.js b/web/postcss.config.js
new file mode 100644
index 0000000..2e7af2b
--- /dev/null
+++ b/web/postcss.config.js
@@ -0,0 +1,6 @@
+export default {
+ plugins: {
+ tailwindcss: {},
+ autoprefixer: {},
+ },
+}
diff --git a/web/public/translator.png b/web/public/translator.png
new file mode 100644
index 0000000..fa55399
Binary files /dev/null and b/web/public/translator.png differ
diff --git a/web/src/App.css b/web/src/App.css
new file mode 100644
index 0000000..6af074e
--- /dev/null
+++ b/web/src/App.css
@@ -0,0 +1,177 @@
+@import url('https://fonts.googleapis.com/css?family=Google+Sans|Noto+Sans|Castoro');
+
+.public-DraftEditor-content {
+ min-height: 12em;
+}
+
+.link-block a {
+ margin-top: 5px;
+ margin-bottom: 5px;
+}
+
+.dnerf {
+ font-variant: small-caps;
+}
+
+
+.teaser .hero-body {
+ padding-top: 0;
+ padding-bottom: 3rem;
+}
+
+.publication-title {
+}
+
+.publication-title {
+ font-family: 'Google Sans', sans-serif;
+ font-weight: 600;
+ font-size: 3em;
+}
+
+.publication-authors {
+ font-family: 'Google Sans', sans-serif;
+}
+
+.publication-venue {
+ color: #555;
+ width: fit-content;
+ font-weight: bold;
+}
+
+.publication-awards {
+ color: #ff3860;
+ width: fit-content;
+ font-weight: bolder;
+}
+
+.publication-authors {
+}
+
+.publication-authors a:hover {
+ text-decoration: underline;
+}
+
+.author-block {
+ display: inline-block;
+}
+
+
+.publication-video {
+ position: relative;
+ width: 100%;
+ height: 0;
+ padding-bottom: 56.25%;
+
+ overflow: hidden;
+ border-radius: 10px !important;
+}
+
+.publication-video iframe {
+ position: absolute;
+ top: 0;
+ left: 0;
+ width: 100%;
+ height: 100%;
+}
+
+.publication-body img {
+}
+
+.results-carousel {
+ overflow: hidden;
+}
+
+.results-carousel .item {
+ margin: 5px;
+ overflow: hidden;
+ border: 1px solid #bbb;
+ border-radius: 10px;
+ padding: 0;
+ font-size: 0;
+}
+
+.results-carousel video {
+ margin: 0;
+}
+
+
+.interpolation-panel {
+ background: #f5f5f5;
+ border-radius: 10px;
+}
+
+.interpolation-panel .interpolation-image {
+ width: 100%;
+ border-radius: 5px;
+}
+
+.interpolation-video-column {
+}
+
+.interpolation-panel .slider {
+ margin: 0 !important;
+}
+
+.interpolation-panel .slider {
+ margin: 0 !important;
+}
+
+#interpolation-image-wrapper {
+ width: 100%;
+}
+#interpolation-image-wrapper img {
+ border-radius: 5px;
+}
+
+/* CSS for the examples */
+
+.message {
+ background-color: white;
+ box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1), 0 1px 3px rgba(0, 0, 0, 0.08);
+ margin-bottom: 1rem;
+ border-radius: 4px;
+}
+
+.message-header {
+ background-color: #f5f5f5;
+ border-top-left-radius: 4px;
+ border-top-right-radius: 4px;
+ color: #333333; /* or any other darker shade you prefer */
+}
+
+
+.has-text-left pre {
+ background-color: #f5f5f5;
+ padding: 1rem;
+ border-radius: 4px;
+}
+
+.title.is-5 {
+ margin-top: 1rem;
+ margin-bottom: 0.5rem;
+ font-weight: 600; /* Increased font weight for better visibility */
+}
+
+#acronym_content {
+ padding: 1.5rem;
+}
+
+.block:not(:last-child) {
+ margin-bottom: 1.5rem;
+}
+
+
+code.python {
+ display: block;
+ background-color: #f4f4f4;
+ border: 1px solid #ddd;
+ border-radius: 5px;
+ font-size: 14px;
+ line-height: 1.5;
+ overflow-x: auto;
+ padding: 20px;
+}
+
+code.python {
+ color: #008000;
+}
diff --git a/web/src/App.tsx b/web/src/App.tsx
new file mode 100644
index 0000000..a1da1c5
--- /dev/null
+++ b/web/src/App.tsx
@@ -0,0 +1,182 @@
+import "./App.css";
+import TranslationModule from "@/components/TranslationModule.tsx";
+import { ThemeProvider } from "@/components/theme-provider.tsx";
+
+import "bulma/css/bulma.css";
+import { FontAwesomeIcon } from "@fortawesome/react-fontawesome";
+
+import { faGithub } from "@fortawesome/free-brands-svg-icons";
+
+function App() {
+ return (
+
+ {/* */}
+
+
+
+
+
+
+ En2Ru: Scientific Translator
+
+
+
+ Constructor University
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
About
+
+
+ Welcome to our scientific translation tool designed
+ specifically for English to Russian translations, focusing on
+ scientific content extracted from arXiv papers. Our tool
+ adeptly handles LaTeX formulas and accurately translates
+ scientific terms with precision, surpassing other models in
+ quality.
+
+
+ Our model is based on the{" "}
+
+ Helsinki-NLP/opus-mt-en-ru
+ {" "}
+ foundation. We have fine-tuned the model with data from{" "}
+
+ saier/unarXive_citrec
+
+ . We've generated reference translations through knowledge
+ distillation using the OpenAI GPT-3.5-Turbo model.
+
+
+ Our model's proficiency is validated through BLEU scoring
+ against reference translations, achieving a commendable BLEU
+ score of 67.20, showcasing its reliability and accuracy.
+
+
+
+
+
+
+
+
+
+ );
+}
+
+export default App;
diff --git a/web/src/components/InvisibleMark.tsx b/web/src/components/InvisibleMark.tsx
new file mode 100644
index 0000000..4fd2a1c
--- /dev/null
+++ b/web/src/components/InvisibleMark.tsx
@@ -0,0 +1,66 @@
+import { TokenProbScore, TranslationData } from "@/highlighting/context.ts";
+
+import {
+ HoverCard,
+ HoverCardContent,
+ HoverCardTrigger,
+} from "@/components/ui/hover-card.tsx";
+import SynonymsList from "@/components/SynonymsList.tsx";
+
+export default function InvisibleMark(
+ synonyms: TokenProbScore[] | undefined,
+ translationData: TranslationData,
+ highlight_other: any | undefined,
+ translation_index: number,
+) {
+ return (props: any) => {
+ let isOpened = false;
+ let isHovered = false;
+
+ // FIXME: still buggy
+ function updateHighlights() {
+ console.log("updateHighlights: " + isOpened + " " + isHovered);
+ if (isOpened || isHovered) {
+ if (highlight_other) {
+ translationData.controller.setHighlights[1 - translation_index](
+ highlight_other,
+ );
+ }
+ } else {
+ translationData.updateDefault();
+ }
+ }
+
+ return (
+ <>
+ {
+ isOpened = open;
+ updateHighlights();
+ }}
+ >
+
+ {
+ isHovered = true;
+ updateHighlights();
+ }}
+ onMouseLeave={() => {
+ isHovered = false;
+ updateHighlights();
+ }}
+ >
+ {props.children}
+
+
+ {synonyms && (
+
+
+
+ )}
+
+ >
+ );
+ };
+}
diff --git a/web/src/components/SynonymsList.tsx b/web/src/components/SynonymsList.tsx
new file mode 100644
index 0000000..f57032c
--- /dev/null
+++ b/web/src/components/SynonymsList.tsx
@@ -0,0 +1,26 @@
+import { TokenProbScore } from "@/highlighting/context.ts";
+
+export default function SynonymsList({
+ synonyms,
+}: {
+ synonyms: TokenProbScore[];
+}) {
+ return (
+
+
Synonyms:
+
+
+ {synonyms.map((synonym, index) => (
+
+ {/*synonym bold, dash, probability as a horizontal bar of corresponding length*/}
+ {synonym.tokenText}
+ –
+
+ {synonym.prob.toFixed(2)}
+
+
+ ))}
+
+
+ );
+}
diff --git a/web/src/components/TranslationModule.tsx b/web/src/components/TranslationModule.tsx
new file mode 100644
index 0000000..6c04ba7
--- /dev/null
+++ b/web/src/components/TranslationModule.tsx
@@ -0,0 +1,85 @@
+"use client";
+
+import { Label } from "@/components/ui/label";
+import { Button } from "@/components/ui/button";
+import { useState } from "react";
+import TranslationTextarea from "./TranslationTextarea";
+import { Controller } from "@/highlighting/Controller.ts";
+import { TranslationData } from "@/highlighting/context.ts";
+import { Skeleton } from "@/components/ui/skeleton.tsx";
+import { MockTranslationService } from "@/service/mock-translation.ts";
+
+export default function TranslationModule() {
+ const [inputValue, inputSetValue] = useState("");
+ const [inputHighlight, inputSetHighlight] = useState("");
+
+ const [outputValue, outputSetValue] = useState("");
+ const [outputHighlight, outputSetHighlight] = useState("");
+
+ const [isTranslated, setIsTranslated] = useState(false);
+
+ const controller = new Controller(
+ [inputSetValue, outputSetValue],
+ [inputSetHighlight, outputSetHighlight],
+ );
+
+ const [isLoading, setIsLoading] = useState(false);
+ const translationService = new MockTranslationService();
+
+ function translate() {
+ if (inputValue === "") {
+ return;
+ }
+ console.log("To be translated: " + inputValue);
+ setIsLoading(true);
+ const result = translationService.predict(inputValue);
+ result.then((tokens) => {
+ setIsLoading(false);
+ setIsTranslated(true);
+ const translationData = new TranslationData(tokens, controller);
+ translationData.updateDefault();
+ });
+ }
+
+ return (
+ <>
+ {/* Content */}
+
+ {/* Left Column */}
+
+
Text to Translate
+
+
+
+ Translate
+
+
+
+
+ {/* Right Column (Translated Text) */}
+
+ Translated Text
+ {!isLoading && (
+
+ )}
+ {/* add skeleton */}
+ {isLoading && }
+
+
+ >
+ );
+}
diff --git a/web/src/components/TranslationTextarea.tsx b/web/src/components/TranslationTextarea.tsx
new file mode 100644
index 0000000..ca01eaf
--- /dev/null
+++ b/web/src/components/TranslationTextarea.tsx
@@ -0,0 +1,38 @@
+"use client";
+
+import "draft-js/dist/Draft.css";
+
+import HighlightWithinTextarea from "react-highlight-within-textarea";
+
+import "./highlights.css";
+
+export default function TranslationTextarea({
+ value,
+ onChange,
+ highlight,
+ elementId,
+ placeholder = "Enter text here...",
+ readOnly = false,
+}: {
+ value: string;
+ onChange: any;
+ highlight: any;
+ elementId: string;
+ readOnly: boolean;
+ placeholder?: string;
+}) {
+ return (
+
+
+
+ );
+}
diff --git a/web/src/components/highlights.css b/web/src/components/highlights.css
new file mode 100644
index 0000000..9357a50
--- /dev/null
+++ b/web/src/components/highlights.css
@@ -0,0 +1,36 @@
+/* attention highlights gradations */
+
+.attn5 {
+ border-radius: 3px;
+ background-color: #98b7f8e0;
+}
+
+.attn4 {
+ border-radius: 3px;
+ background-color: #98b7f8c0;
+}
+
+.attn3 {
+ border-radius: 3px;
+ background-color: #98b7f8a0;
+}
+
+.attn2 {
+ border-radius: 3px;
+ background-color: #98b7f880;
+}
+
+.attn1 {
+ border-radius: 3px;
+ background-color: #98b7f860;
+}
+
+mark.my-invisible {
+ border-radius: 3px;
+ background-color: transparent;
+ cursor: pointer;
+}
+
+mark.my-invisible:hover {
+ background-color: #98b7f8e0;
+}
diff --git a/web/src/components/mode-toggle.tsx b/web/src/components/mode-toggle.tsx
new file mode 100644
index 0000000..25c04c1
--- /dev/null
+++ b/web/src/components/mode-toggle.tsx
@@ -0,0 +1,40 @@
+import { Moon, Sun } from "lucide-react";
+
+import { Button } from "@/components/ui/button";
+import {
+ DropdownMenu,
+ DropdownMenuContent,
+ DropdownMenuItem,
+ DropdownMenuTrigger,
+} from "@/components/ui/dropdown-menu";
+import { useTheme } from "@/components/theme-provider";
+
+export function ModeToggle() {
+ const { setTheme } = useTheme();
+
+ return (
+
+
+
+
+
+ Toggle theme
+
+
+
+ setTheme("light")}>
+ Light
+
+ setTheme("dark")}>
+ Dark
+
+ setTheme("system")}>
+ System
+
+
+
+ );
+}
diff --git a/web/src/components/theme-provider.tsx b/web/src/components/theme-provider.tsx
new file mode 100644
index 0000000..d89a82e
--- /dev/null
+++ b/web/src/components/theme-provider.tsx
@@ -0,0 +1,73 @@
+import { createContext, useContext, useEffect, useState } from "react"
+
+type Theme = "dark" | "light" | "system"
+
+type ThemeProviderProps = {
+ children: React.ReactNode
+ defaultTheme?: Theme
+ storageKey?: string
+}
+
+type ThemeProviderState = {
+ theme: Theme
+ setTheme: (theme: Theme) => void
+}
+
+const initialState: ThemeProviderState = {
+ theme: "system",
+ setTheme: () => null,
+}
+
+const ThemeProviderContext = createContext(initialState)
+
+export function ThemeProvider({
+ children,
+ defaultTheme = "system",
+ storageKey = "vite-ui-theme",
+ ...props
+}: ThemeProviderProps) {
+ const [theme, setTheme] = useState(
+ () => (localStorage.getItem(storageKey) as Theme) || defaultTheme
+ )
+
+ useEffect(() => {
+ const root = window.document.documentElement
+
+ root.classList.remove("light", "dark")
+
+ if (theme === "system") {
+ const systemTheme = window.matchMedia("(prefers-color-scheme: dark)")
+ .matches
+ ? "dark"
+ : "light"
+
+ root.classList.add(systemTheme)
+ return
+ }
+
+ root.classList.add(theme)
+ }, [theme])
+
+ const value = {
+ theme,
+ setTheme: (theme: Theme) => {
+ localStorage.setItem(storageKey, theme)
+ setTheme(theme)
+ },
+ }
+
+ return (
+
+ {children}
+
+ )
+}
+
+export const useTheme = () => {
+ const context = useContext(ThemeProviderContext)
+
+ if (context === undefined)
+ throw new Error("useTheme must be used within a ThemeProvider")
+
+ return context
+}
diff --git a/web/src/components/ui/accordion.tsx b/web/src/components/ui/accordion.tsx
new file mode 100644
index 0000000..2c789b7
--- /dev/null
+++ b/web/src/components/ui/accordion.tsx
@@ -0,0 +1,58 @@
+import * as React from "react"
+import * as AccordionPrimitive from "@radix-ui/react-accordion"
+import { ChevronDown } from "lucide-react"
+
+import { cn } from "@/lib/utils"
+
+const Accordion = AccordionPrimitive.Root
+
+const AccordionItem = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, ...props }, ref) => (
+
+))
+AccordionItem.displayName = "AccordionItem"
+
+const AccordionTrigger = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, children, ...props }, ref) => (
+
+ svg]:rotate-180",
+ className
+ )}
+ {...props}
+ >
+ {children}
+
+
+
+))
+AccordionTrigger.displayName = AccordionPrimitive.Trigger.displayName
+
+const AccordionContent = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, children, ...props }, ref) => (
+
+ {children}
+
+))
+AccordionContent.displayName = AccordionPrimitive.Content.displayName
+
+export { Accordion, AccordionItem, AccordionTrigger, AccordionContent }
diff --git a/web/src/components/ui/button.tsx b/web/src/components/ui/button.tsx
new file mode 100644
index 0000000..ac8e0c9
--- /dev/null
+++ b/web/src/components/ui/button.tsx
@@ -0,0 +1,56 @@
+import * as React from "react"
+import { Slot } from "@radix-ui/react-slot"
+import { cva, type VariantProps } from "class-variance-authority"
+
+import { cn } from "@/lib/utils"
+
+const buttonVariants = cva(
+ "inline-flex items-center justify-center rounded-md text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50",
+ {
+ variants: {
+ variant: {
+ default: "bg-primary text-primary-foreground hover:bg-primary/90",
+ destructive:
+ "bg-destructive text-destructive-foreground hover:bg-destructive/90",
+ outline:
+ "border border-input bg-background hover:bg-accent hover:text-accent-foreground",
+ secondary:
+ "bg-secondary text-secondary-foreground hover:bg-secondary/80",
+ ghost: "hover:bg-accent hover:text-accent-foreground",
+ link: "text-primary underline-offset-4 hover:underline",
+ },
+ size: {
+ default: "h-10 px-4 py-2",
+ sm: "h-9 rounded-md px-3",
+ lg: "h-11 rounded-md px-8",
+ icon: "h-10 w-10",
+ },
+ },
+ defaultVariants: {
+ variant: "default",
+ size: "default",
+ },
+ }
+)
+
+export interface ButtonProps
+ extends React.ButtonHTMLAttributes,
+ VariantProps {
+ asChild?: boolean
+}
+
+const Button = React.forwardRef(
+ ({ className, variant, size, asChild = false, ...props }, ref) => {
+ const Comp = asChild ? Slot : "button"
+ return (
+
+ )
+ }
+)
+Button.displayName = "Button"
+
+export { Button, buttonVariants }
diff --git a/web/src/components/ui/dropdown-menu.tsx b/web/src/components/ui/dropdown-menu.tsx
new file mode 100644
index 0000000..769ff7a
--- /dev/null
+++ b/web/src/components/ui/dropdown-menu.tsx
@@ -0,0 +1,198 @@
+import * as React from "react"
+import * as DropdownMenuPrimitive from "@radix-ui/react-dropdown-menu"
+import { Check, ChevronRight, Circle } from "lucide-react"
+
+import { cn } from "@/lib/utils"
+
+const DropdownMenu = DropdownMenuPrimitive.Root
+
+const DropdownMenuTrigger = DropdownMenuPrimitive.Trigger
+
+const DropdownMenuGroup = DropdownMenuPrimitive.Group
+
+const DropdownMenuPortal = DropdownMenuPrimitive.Portal
+
+const DropdownMenuSub = DropdownMenuPrimitive.Sub
+
+const DropdownMenuRadioGroup = DropdownMenuPrimitive.RadioGroup
+
+const DropdownMenuSubTrigger = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef & {
+ inset?: boolean
+ }
+>(({ className, inset, children, ...props }, ref) => (
+
+ {children}
+
+
+))
+DropdownMenuSubTrigger.displayName =
+ DropdownMenuPrimitive.SubTrigger.displayName
+
+const DropdownMenuSubContent = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, ...props }, ref) => (
+
+))
+DropdownMenuSubContent.displayName =
+ DropdownMenuPrimitive.SubContent.displayName
+
+const DropdownMenuContent = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, sideOffset = 4, ...props }, ref) => (
+
+
+
+))
+DropdownMenuContent.displayName = DropdownMenuPrimitive.Content.displayName
+
+const DropdownMenuItem = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef & {
+ inset?: boolean
+ }
+>(({ className, inset, ...props }, ref) => (
+
+))
+DropdownMenuItem.displayName = DropdownMenuPrimitive.Item.displayName
+
+const DropdownMenuCheckboxItem = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, children, checked, ...props }, ref) => (
+
+
+
+
+
+
+ {children}
+
+))
+DropdownMenuCheckboxItem.displayName =
+ DropdownMenuPrimitive.CheckboxItem.displayName
+
+const DropdownMenuRadioItem = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, children, ...props }, ref) => (
+
+
+
+
+
+
+ {children}
+
+))
+DropdownMenuRadioItem.displayName = DropdownMenuPrimitive.RadioItem.displayName
+
+const DropdownMenuLabel = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef & {
+ inset?: boolean
+ }
+>(({ className, inset, ...props }, ref) => (
+
+))
+DropdownMenuLabel.displayName = DropdownMenuPrimitive.Label.displayName
+
+const DropdownMenuSeparator = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, ...props }, ref) => (
+
+))
+DropdownMenuSeparator.displayName = DropdownMenuPrimitive.Separator.displayName
+
+const DropdownMenuShortcut = ({
+ className,
+ ...props
+}: React.HTMLAttributes) => {
+ return (
+
+ )
+}
+DropdownMenuShortcut.displayName = "DropdownMenuShortcut"
+
+export {
+ DropdownMenu,
+ DropdownMenuTrigger,
+ DropdownMenuContent,
+ DropdownMenuItem,
+ DropdownMenuCheckboxItem,
+ DropdownMenuRadioItem,
+ DropdownMenuLabel,
+ DropdownMenuSeparator,
+ DropdownMenuShortcut,
+ DropdownMenuGroup,
+ DropdownMenuPortal,
+ DropdownMenuSub,
+ DropdownMenuSubContent,
+ DropdownMenuSubTrigger,
+ DropdownMenuRadioGroup,
+}
diff --git a/web/src/components/ui/hover-card.tsx b/web/src/components/ui/hover-card.tsx
new file mode 100644
index 0000000..863ff01
--- /dev/null
+++ b/web/src/components/ui/hover-card.tsx
@@ -0,0 +1,27 @@
+import * as React from "react"
+import * as HoverCardPrimitive from "@radix-ui/react-hover-card"
+
+import { cn } from "@/lib/utils"
+
+const HoverCard = HoverCardPrimitive.Root
+
+const HoverCardTrigger = HoverCardPrimitive.Trigger
+
+const HoverCardContent = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, align = "center", sideOffset = 4, ...props }, ref) => (
+
+))
+HoverCardContent.displayName = HoverCardPrimitive.Content.displayName
+
+export { HoverCard, HoverCardTrigger, HoverCardContent }
diff --git a/web/src/components/ui/label.tsx b/web/src/components/ui/label.tsx
new file mode 100644
index 0000000..683faa7
--- /dev/null
+++ b/web/src/components/ui/label.tsx
@@ -0,0 +1,24 @@
+import * as React from "react"
+import * as LabelPrimitive from "@radix-ui/react-label"
+import { cva, type VariantProps } from "class-variance-authority"
+
+import { cn } from "@/lib/utils"
+
+const labelVariants = cva(
+ "text-sm font-medium leading-none peer-disabled:cursor-not-allowed peer-disabled:opacity-70"
+)
+
+const Label = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef &
+ VariantProps
+>(({ className, ...props }, ref) => (
+
+))
+Label.displayName = LabelPrimitive.Root.displayName
+
+export { Label }
diff --git a/web/src/components/ui/navigation-menu.tsx b/web/src/components/ui/navigation-menu.tsx
new file mode 100644
index 0000000..1419f56
--- /dev/null
+++ b/web/src/components/ui/navigation-menu.tsx
@@ -0,0 +1,128 @@
+import * as React from "react"
+import * as NavigationMenuPrimitive from "@radix-ui/react-navigation-menu"
+import { cva } from "class-variance-authority"
+import { ChevronDown } from "lucide-react"
+
+import { cn } from "@/lib/utils"
+
+const NavigationMenu = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, children, ...props }, ref) => (
+
+ {children}
+
+
+))
+NavigationMenu.displayName = NavigationMenuPrimitive.Root.displayName
+
+const NavigationMenuList = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, ...props }, ref) => (
+
+))
+NavigationMenuList.displayName = NavigationMenuPrimitive.List.displayName
+
+const NavigationMenuItem = NavigationMenuPrimitive.Item
+
+const navigationMenuTriggerStyle = cva(
+ "group inline-flex h-10 w-max items-center justify-center rounded-md bg-background px-4 py-2 text-sm font-medium transition-colors hover:bg-accent hover:text-accent-foreground focus:bg-accent focus:text-accent-foreground focus:outline-none disabled:pointer-events-none disabled:opacity-50 data-[active]:bg-accent/50 data-[state=open]:bg-accent/50"
+)
+
+const NavigationMenuTrigger = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, children, ...props }, ref) => (
+
+ {children}{" "}
+
+
+))
+NavigationMenuTrigger.displayName = NavigationMenuPrimitive.Trigger.displayName
+
+const NavigationMenuContent = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, ...props }, ref) => (
+
+))
+NavigationMenuContent.displayName = NavigationMenuPrimitive.Content.displayName
+
+const NavigationMenuLink = NavigationMenuPrimitive.Link
+
+const NavigationMenuViewport = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, ...props }, ref) => (
+
+
+
+))
+NavigationMenuViewport.displayName =
+ NavigationMenuPrimitive.Viewport.displayName
+
+const NavigationMenuIndicator = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(({ className, ...props }, ref) => (
+
+
+
+))
+NavigationMenuIndicator.displayName =
+ NavigationMenuPrimitive.Indicator.displayName
+
+export {
+ navigationMenuTriggerStyle,
+ NavigationMenu,
+ NavigationMenuList,
+ NavigationMenuItem,
+ NavigationMenuContent,
+ NavigationMenuTrigger,
+ NavigationMenuLink,
+ NavigationMenuIndicator,
+ NavigationMenuViewport,
+}
diff --git a/web/src/components/ui/separator.tsx b/web/src/components/ui/separator.tsx
new file mode 100644
index 0000000..6d7f122
--- /dev/null
+++ b/web/src/components/ui/separator.tsx
@@ -0,0 +1,29 @@
+import * as React from "react"
+import * as SeparatorPrimitive from "@radix-ui/react-separator"
+
+import { cn } from "@/lib/utils"
+
+const Separator = React.forwardRef<
+ React.ElementRef,
+ React.ComponentPropsWithoutRef
+>(
+ (
+ { className, orientation = "horizontal", decorative = true, ...props },
+ ref
+ ) => (
+
+ )
+)
+Separator.displayName = SeparatorPrimitive.Root.displayName
+
+export { Separator }
diff --git a/web/src/components/ui/skeleton.tsx b/web/src/components/ui/skeleton.tsx
new file mode 100644
index 0000000..01b8b6d
--- /dev/null
+++ b/web/src/components/ui/skeleton.tsx
@@ -0,0 +1,15 @@
+import { cn } from "@/lib/utils"
+
+function Skeleton({
+ className,
+ ...props
+}: React.HTMLAttributes) {
+ return (
+
+ )
+}
+
+export { Skeleton }
diff --git a/web/src/highlighting/Controller.ts b/web/src/highlighting/Controller.ts
new file mode 100644
index 0000000..04a7472
--- /dev/null
+++ b/web/src/highlighting/Controller.ts
@@ -0,0 +1,9 @@
+export class Controller {
+ /**
+ * Controller class to handle highlight and text updates.
+ */
+ constructor(
+ public setInputs: [(text: string) => void, (text: string) => void],
+ public setHighlights: [(highlight: any) => void, (highlight: any) => void],
+ ) {}
+}
diff --git a/web/src/highlighting/context.ts b/web/src/highlighting/context.ts
new file mode 100644
index 0000000..0b4278d
--- /dev/null
+++ b/web/src/highlighting/context.ts
@@ -0,0 +1,157 @@
+import { Controller } from "@/highlighting/Controller.ts";
+import InvisibleMark from "@/components/InvisibleMark.tsx";
+
+export class TokenAttentionScore {
+ /**
+ * Holder for a token in the cross-attention matrix. It contains the token's
+ * index and the attention score.
+ * @param tokenIndex The index of the token in the other textarea.
+ * @param attentionScore The attention score for the token.
+ */
+ constructor(
+ public tokenIndex: number,
+ public attentionScore: number,
+ ) {}
+}
+
+export class TokenProbScore {
+ /**
+ * Holder for a token and its probability to be displayed in the synonym UI.
+ *
+ * @param {string} tokenText - The text of the token.
+ * @param {number} prob - The probability associated with the token.
+ */
+ constructor(
+ public tokenText: string,
+ public prob: number,
+ ) {}
+}
+
+export class Token {
+ /**
+ * Token class to hold all token information from the model.
+ * @param text The text of the token.
+ * @param attentionScores Cross-attention scores for the token.
+ * @param probScores Probabilities for the synonyms of the token.
+ */
+ constructor(
+ public text: string,
+ public attentionScores?: TokenAttentionScore[],
+ public probScores?: TokenProbScore[],
+ ) {}
+}
+
+/**
+ * Data class to hold the service data from the model.
+ */
+export class TranslationData {
+ /**
+ * Translation data class to hold the service data from the model.
+ * @param tokens Input and Output tokens from the model.
+ * @param controller Controller class to handle highlight and text updates.
+ */
+ constructor(
+ public tokens: [Token[], Token[]],
+ public controller: Controller,
+ ) {}
+
+ /**
+ * Returns the concatenated text from the tokens
+ * @param tokens The tokens to concatenate
+ * @returns The concatenated text from the tokens
+ */
+ private getText(tokens: Token[]): string {
+ return tokens.map((token) => token.text).join("");
+ }
+
+ /**
+ * Returns highlighter object to be used when no tokens are hovered over.
+ * All tokens are inside transparent spans, with hover detection on the spans.
+ * On hover, the global highlighter is updated.
+ *
+ * @returns The highlighter object.
+ */
+ private getDefaultHighlighter(index: number): any[] {
+ const curTokens = this.tokens[index];
+ const otherTokens = this.tokens[1 - index];
+
+ let curTokenRanges = this.tokenRanges(curTokens);
+ let otherTokenRanges = this.tokenRanges(otherTokens);
+
+ return curTokens.map((token, i) => {
+ const hoveredHighlight = token.attentionScores
+ ?.map((score) => {
+ const className = this.attentionStyle(score.attentionScore);
+ if (className === undefined) {
+ return undefined;
+ }
+ return {
+ highlight: otherTokenRanges[score.tokenIndex],
+ className: className,
+ };
+ })
+ .filter((highlight) => highlight?.className !== undefined);
+ return {
+ highlight: curTokenRanges[i],
+ component: InvisibleMark(
+ token.probScores,
+ this,
+ hoveredHighlight,
+ index,
+ ),
+ };
+ });
+ }
+
+ private tokenRanges(otherTokens: Token[]): [number, number][] {
+ let otherTokenRanges: [number, number][] = [];
+ let curIndex = 0;
+ for (const token of otherTokens) {
+ const tokenLength = token.text.length;
+ otherTokenRanges.push([curIndex, curIndex + tokenLength]);
+ curIndex += tokenLength;
+ }
+ return otherTokenRanges;
+ }
+
+ public updateDefault() {
+ console.log(
+ "Texts: ",
+ this.getText(this.tokens[0]),
+ this.getText(this.tokens[1]),
+ );
+ console.log(
+ "Highlights: ",
+ this.getDefaultHighlighter(0),
+ this.getDefaultHighlighter(1),
+ );
+
+ this.controller.setInputs[0](this.getText(this.tokens[0]));
+ this.controller.setInputs[1](this.getText(this.tokens[1]));
+ this.controller.setHighlights[0](this.getDefaultHighlighter(0));
+ this.controller.setHighlights[1](this.getDefaultHighlighter(1));
+ }
+
+ /**
+ * Returns the attention style based on the given attention score.
+ *
+ * @param {number} attention_score - The attention score that determines the style.
+ * @return {string|undefined} The attention style, or undefined if no style is applicable.
+ * @private
+ */
+ private attentionStyle(attention_score: number): string | undefined {
+ const style_thresholds: [string, number][] = [
+ ["attn5", 0.5],
+ ["attn4", 0.4],
+ ["attn3", 0.3],
+ ["attn2", 0.2],
+ ["attn1", 0.1],
+ ];
+ for (const [style, threshold] of style_thresholds) {
+ if (attention_score >= threshold) {
+ return style;
+ }
+ }
+ return undefined;
+ }
+}
diff --git a/web/src/index.css b/web/src/index.css
new file mode 100644
index 0000000..6a75725
--- /dev/null
+++ b/web/src/index.css
@@ -0,0 +1,76 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+@layer base {
+ :root {
+ --background: 0 0% 100%;
+ --foreground: 222.2 84% 4.9%;
+
+ --card: 0 0% 100%;
+ --card-foreground: 222.2 84% 4.9%;
+
+ --popover: 0 0% 100%;
+ --popover-foreground: 222.2 84% 4.9%;
+
+ --primary: 222.2 47.4% 11.2%;
+ --primary-foreground: 210 40% 98%;
+
+ --secondary: 210 40% 96.1%;
+ --secondary-foreground: 222.2 47.4% 11.2%;
+
+ --muted: 210 40% 96.1%;
+ --muted-foreground: 215.4 16.3% 46.9%;
+
+ --accent: 210 40% 96.1%;
+ --accent-foreground: 222.2 47.4% 11.2%;
+
+ --destructive: 0 84.2% 60.2%;
+ --destructive-foreground: 210 40% 98%;
+
+ --border: 214.3 31.8% 91.4%;
+ --input: 214.3 31.8% 91.4%;
+ --ring: 222.2 84% 4.9%;
+
+ --radius: 0.5rem;
+ }
+
+ .dark {
+ --background: 222.2 84% 4.9%;
+ --foreground: 210 40% 98%;
+
+ --card: 222.2 84% 4.9%;
+ --card-foreground: 210 40% 98%;
+
+ --popover: 222.2 84% 4.9%;
+ --popover-foreground: 210 40% 98%;
+
+ --primary: 210 40% 98%;
+ --primary-foreground: 222.2 47.4% 11.2%;
+
+ --secondary: 217.2 32.6% 17.5%;
+ --secondary-foreground: 210 40% 98%;
+
+ --muted: 217.2 32.6% 17.5%;
+ --muted-foreground: 215 20.2% 65.1%;
+
+ --accent: 217.2 32.6% 17.5%;
+ --accent-foreground: 210 40% 98%;
+
+ --destructive: 0 62.8% 30.6%;
+ --destructive-foreground: 210 40% 98%;
+
+ --border: 217.2 32.6% 17.5%;
+ --input: 217.2 32.6% 17.5%;
+ --ring: 212.7 26.8% 83.9%;
+ }
+}
+
+@layer base {
+ * {
+ @apply border-border;
+ }
+ body {
+ @apply bg-background text-foreground;
+ }
+}
\ No newline at end of file
diff --git a/web/src/init.ts b/web/src/init.ts
new file mode 100644
index 0000000..d194371
--- /dev/null
+++ b/web/src/init.ts
@@ -0,0 +1,4 @@
+// Hack. See https://stackoverflow.com/questions/72114775/vite-global-is-not-defined
+
+// @ts-ignore
+window.global ||= window;
diff --git a/web/src/lib/utils.ts b/web/src/lib/utils.ts
new file mode 100644
index 0000000..ec79801
--- /dev/null
+++ b/web/src/lib/utils.ts
@@ -0,0 +1,6 @@
+import { type ClassValue, clsx } from "clsx"
+import { twMerge } from "tailwind-merge"
+
+export function cn(...inputs: ClassValue[]) {
+ return twMerge(clsx(inputs))
+}
diff --git a/web/src/main.tsx b/web/src/main.tsx
new file mode 100644
index 0000000..4f5844b
--- /dev/null
+++ b/web/src/main.tsx
@@ -0,0 +1,12 @@
+import "./init";
+
+import React from "react";
+import ReactDOM from "react-dom/client";
+import App from "./App.tsx";
+import "./index.css";
+
+ReactDOM.createRoot(document.getElementById("root")!).render(
+
+
+ ,
+);
diff --git a/web/src/service/mock-translation.ts b/web/src/service/mock-translation.ts
new file mode 100644
index 0000000..4f13a83
--- /dev/null
+++ b/web/src/service/mock-translation.ts
@@ -0,0 +1,77 @@
+import {
+ Token,
+ TokenAttentionScore,
+ TokenProbScore,
+} from "@/highlighting/context.ts";
+import TranslationService from "@/service/translation-service.ts";
+
+export class MockTranslationService implements TranslationService {
+ healthCheck(): Promise {
+ return Promise.resolve(true);
+ }
+ predict(text: string): Promise<[Token[], Token[]]> {
+ const rawTokens = text.split(/(?<=\s)(?=\S)/);
+
+ const inputTokens = this.genTokenInfo(
+ rawTokens,
+ this.sampleTranslatedTokens,
+ );
+ const outputTokens = this.genTokenInfo(
+ this.sampleTranslatedTokens,
+ rawTokens,
+ );
+
+ console.log("inputTokens", inputTokens);
+ console.log("outputTokens", outputTokens);
+
+ // artificial timeout
+ return new Promise((resolve) => {
+ setTimeout(() => {
+ resolve([inputTokens, outputTokens]);
+ }, 500);
+ });
+ }
+
+ private genTokenInfo(curTokens: string[], otherTokens: string[]) {
+ return curTokens.map((token) => {
+ // 5 random attention scores (random indices and random score 0 to 1)
+ const attentionScores: TokenAttentionScore[] = [];
+ for (let i = 0; i < 5; i++) {
+ attentionScores.push(
+ new TokenAttentionScore(
+ Math.floor(Math.random() * otherTokens.length),
+ Math.random(),
+ ),
+ );
+ }
+ // 5 random synonyms
+ const probsScores: TokenProbScore[] = [];
+ for (let i = 0; i < 5; i++) {
+ probsScores.push(
+ new TokenProbScore(
+ curTokens[Math.floor(Math.random() * curTokens.length)],
+ Math.random(),
+ ),
+ );
+ }
+ return new Token(token, attentionScores, probsScores);
+ });
+ }
+
+ private sampleTranslatedTokens = [
+ "съешь ",
+ "ещё ",
+ "этих ",
+ "мяг",
+ "ких ",
+ "франц",
+ "узск",
+ "их ",
+ "бул",
+ "ок, ",
+ "да ",
+ "вы",
+ "пей ",
+ "чаю",
+ ];
+}
diff --git a/web/src/service/translation-service.ts b/web/src/service/translation-service.ts
new file mode 100644
index 0000000..c6215f7
--- /dev/null
+++ b/web/src/service/translation-service.ts
@@ -0,0 +1,26 @@
+import { Token } from "@/highlighting/context.ts";
+
+/**
+ * Represents a TranslationService.
+ *
+ * Provides methods for translating string to text.
+ *
+ * @interface
+ */
+export default interface TranslationService {
+ /**
+ * Perform a health check to determine if the system is functioning properly.
+ *
+ * @return {Promise} A promise that resolves to a boolean indicating
+ * whether the health check passed or not.
+ */
+ healthCheck(): Promise;
+
+ /**
+ * Predict method
+ *
+ * @param {string} text - The input text to be predicted.
+ * @returns {Promise<[Token[], Token[]]>} - A Promise that resolves to an array containing two arrays of Tokens.
+ */
+ predict(text: string): Promise<[Token[], Token[]]>;
+}
diff --git a/web/src/vite-env.d.ts b/web/src/vite-env.d.ts
new file mode 100644
index 0000000..11f02fe
--- /dev/null
+++ b/web/src/vite-env.d.ts
@@ -0,0 +1 @@
+///
diff --git a/web/tailwind.config.js b/web/tailwind.config.js
new file mode 100644
index 0000000..0377ea1
--- /dev/null
+++ b/web/tailwind.config.js
@@ -0,0 +1,76 @@
+/** @type {import('tailwindcss').Config} */
+module.exports = {
+ darkMode: ["class"],
+ content: [
+ './pages/**/*.{ts,tsx}',
+ './components/**/*.{ts,tsx}',
+ './app/**/*.{ts,tsx}',
+ './src/**/*.{ts,tsx}',
+ ],
+ theme: {
+ container: {
+ center: true,
+ padding: "2rem",
+ screens: {
+ "2xl": "1400px",
+ },
+ },
+ extend: {
+ colors: {
+ border: "hsl(var(--border))",
+ input: "hsl(var(--input))",
+ ring: "hsl(var(--ring))",
+ background: "hsl(var(--background))",
+ foreground: "hsl(var(--foreground))",
+ primary: {
+ DEFAULT: "hsl(var(--primary))",
+ foreground: "hsl(var(--primary-foreground))",
+ },
+ secondary: {
+ DEFAULT: "hsl(var(--secondary))",
+ foreground: "hsl(var(--secondary-foreground))",
+ },
+ destructive: {
+ DEFAULT: "hsl(var(--destructive))",
+ foreground: "hsl(var(--destructive-foreground))",
+ },
+ muted: {
+ DEFAULT: "hsl(var(--muted))",
+ foreground: "hsl(var(--muted-foreground))",
+ },
+ accent: {
+ DEFAULT: "hsl(var(--accent))",
+ foreground: "hsl(var(--accent-foreground))",
+ },
+ popover: {
+ DEFAULT: "hsl(var(--popover))",
+ foreground: "hsl(var(--popover-foreground))",
+ },
+ card: {
+ DEFAULT: "hsl(var(--card))",
+ foreground: "hsl(var(--card-foreground))",
+ },
+ },
+ borderRadius: {
+ lg: "var(--radius)",
+ md: "calc(var(--radius) - 2px)",
+ sm: "calc(var(--radius) - 4px)",
+ },
+ keyframes: {
+ "accordion-down": {
+ from: { height: 0 },
+ to: { height: "var(--radix-accordion-content-height)" },
+ },
+ "accordion-up": {
+ from: { height: "var(--radix-accordion-content-height)" },
+ to: { height: 0 },
+ },
+ },
+ animation: {
+ "accordion-down": "accordion-down 0.2s ease-out",
+ "accordion-up": "accordion-up 0.2s ease-out",
+ },
+ },
+ },
+ plugins: [require("tailwindcss-animate")],
+}
\ No newline at end of file
diff --git a/web/tsconfig.json b/web/tsconfig.json
new file mode 100644
index 0000000..0dbf52c
--- /dev/null
+++ b/web/tsconfig.json
@@ -0,0 +1,31 @@
+{
+ "compilerOptions": {
+ "baseUrl": ".",
+ "paths": {
+ "@/*": [
+ "./src/*"
+ ]
+ },
+ "target": "ES2020",
+ "useDefineForClassFields": true,
+ "lib": ["ES2020", "DOM", "DOM.Iterable"],
+ "module": "ESNext",
+ "skipLibCheck": true,
+
+ /* Bundler mode */
+ "moduleResolution": "bundler",
+ "allowImportingTsExtensions": true,
+ "resolveJsonModule": true,
+ "isolatedModules": true,
+ "noEmit": true,
+ "jsx": "react-jsx",
+
+ /* Linting */
+ "strict": true,
+ "noUnusedLocals": true,
+ "noUnusedParameters": true,
+ "noFallthroughCasesInSwitch": true
+ },
+ "include": ["src"],
+ "references": [{ "path": "./tsconfig.node.json" }]
+}
diff --git a/web/tsconfig.node.json b/web/tsconfig.node.json
new file mode 100644
index 0000000..42872c5
--- /dev/null
+++ b/web/tsconfig.node.json
@@ -0,0 +1,10 @@
+{
+ "compilerOptions": {
+ "composite": true,
+ "skipLibCheck": true,
+ "module": "ESNext",
+ "moduleResolution": "bundler",
+ "allowSyntheticDefaultImports": true
+ },
+ "include": ["vite.config.ts"]
+}
diff --git a/web/vite.config.ts b/web/vite.config.ts
new file mode 100644
index 0000000..cf45b55
--- /dev/null
+++ b/web/vite.config.ts
@@ -0,0 +1,12 @@
+import path from "path";
+import react from "@vitejs/plugin-react";
+import { defineConfig } from "vite";
+
+export default defineConfig({
+ plugins: [react()],
+ resolve: {
+ alias: {
+ "@": path.resolve(__dirname, "./src"),
+ },
+ },
+});