├── .gitattributes
├── .gitignore
├── LICENSE
├── LLMModel.jsx
├── README.md
├── assets
    └── img
    │   └── demo_img.png
└── my-app
    ├── .eslintrc.cjs
    ├── .gitignore
    ├── README.md
    ├── components.json
    ├── index.html
    ├── jsconfig.json
    ├── package-lock.json
    ├── package.json
    ├── postcss.config.js
    ├── public
        └── vite.svg
    ├── src
        ├── App.css
        ├── App.jsx
        ├── assets
        │   └── react.svg
        ├── components
        │   ├── LLMModel.jsx
        │   └── ui
        │   │   ├── button.jsx
        │   │   ├── card.jsx
        │   │   └── input.jsx
        ├── index.css
        ├── lib
        │   └── utils.js
        └── main.jsx
    ├── tailwind.config.js
    └── vite.config.js


/.gitattributes:
--------------------------------------------------------------------------------
1 | # Auto detect text files and perform LF normalization
2 | * text=auto
3 | 


--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
1 | node_modules
2 | 


--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
 1 | MIT License
 2 | 
 3 | Copyright (c) 2024 Benjamin Klieger
 4 | 
 5 | Permission is hereby granted, free of charge, to any person obtaining a copy
 6 | of this software and associated documentation files (the "Software"), to deal
 7 | in the Software without restriction, including without limitation the rights
 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
 9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 | 
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 | 
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 | 


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/LLMModel.jsx:
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  1 | import React, { useState } from 'react';
  2 | import { Card, CardContent, CardDescription, CardFooter, CardHeader, CardTitle } from "@/components/ui/card"
  3 | import { Button } from "@/components/ui/button"
  4 | import { Input } from "@/components/ui/input"
  5 | import { Boxes, Cpu, Network, Lightbulb, ArrowRight } from 'lucide-react'
  6 | 
  7 | const LLMModel = () => {
  8 |   const [input, setInput] = useState('');
  9 |   const [output, setOutput] = useState('');
 10 |   const [step, setStep] = useState(0);
 11 | 
 12 |   const steps = [
 13 |     {
 14 |       name: "Tokenization",
 15 |       icon: <Boxes />,
 16 |       description: "The input text is broken down into tokens (words or subwords). This process converts the raw text into a format the model can understand.",
 17 |       example: input ? input.split(' ').map((word, i) => <span key={i} className="bg-blue-100 px-1 mr-1 rounded">{word}</span>) : null
 18 |     },
 19 |     {
 20 |       name: "Embedding",
 21 |       icon: <Cpu />,
 22 |       description: "Each token is converted into a numerical vector representation. This allows the model to process the text mathematically.",
 23 |       example: <div className="grid grid-cols-4 gap-2">
 24 |         {input.split(' ').slice(0, 4).map((_, i) => 
 25 |           <div key={i} className="bg-green-100 p-2 rounded text-xs">
 26 |             [0.2, -0.5, 0.8, ...]
 27 |           </div>
 28 |         )}
 29 |       </div>
 30 |     },
 31 |     {
 32 |       name: "Attention Mechanism",
 33 |       icon: <Network />,
 34 |       description: "The model calculates attention scores to understand the relationships between different parts of the input.",
 35 |       example: <div className="grid grid-cols-4 gap-2">
 36 |         {input.split(' ').slice(0, 4).map((word, i) => 
 37 |           <div key={i} className="bg-yellow-100 p-2 rounded text-xs flex flex-col items-center">
 38 |             <span>{word}</span>
 39 |             <ArrowRight className="my-1" size={16} />
 40 |             <span className="font-bold">{(Math.random() * 0.5 + 0.5).toFixed(2)}</span>
 41 |           </div>
 42 |         )}
 43 |       </div>
 44 |     },
 45 |     {
 46 |       name: "Feed Forward",
 47 |       icon: <Network />,
 48 |       description: "The embedded and attention-weighted inputs are processed through multiple neural network layers.",
 49 |       example: <div className="flex justify-center">
 50 |         <Network size={64} className="text-purple-500" />
 51 |       </div>
 52 |     },
 53 |     {
 54 |       name: "Output Generation",
 55 |       icon: <Lightbulb />,
 56 |       description: "The model generates output tokens based on the processed input and the temperature setting.",
 57 |       example: output ? <div className="bg-red-100 p-2 rounded">{output}</div> : null
 58 |     }
 59 |   ];
 60 | 
 61 |   const handleInputChange = (e) => {
 62 |     setInput(e.target.value);
 63 |   };
 64 | 
 65 |   const handleNextStep = () => {
 66 |     if (step < steps.length - 1) {
 67 |       setStep(step + 1);
 68 |     } else {
 69 |       setOutput(generateOutput(input));
 70 |     }
 71 |   };
 72 | 
 73 |   const handleReset = () => {
 74 |     setInput('');
 75 |     setOutput('');
 76 |     setStep(0);
 77 |   };
 78 | 
 79 |   const generateOutput = (input) => {
 80 |     // This is a simplified simulation of output generation
 81 |     const words = input.split(' ');
 82 |     const outputLength = Math.floor(Math.random() * 5) + words.length;
 83 |     let output = '';
 84 |     for (let i = 0; i < outputLength; i++) {
 85 |         output += words[Math.floor(Math.random() * words.length)] + ' ';
 86 |     }
 87 |     return output.trim();
 88 |   };
 89 | 
 90 |   return (
 91 |     <Card className="w-[500px] mx-auto">
 92 |       <CardHeader>
 93 |         <CardTitle>Enhanced LLM Interactive Model</CardTitle>
 94 |         <CardDescription>Explore how LLMs process and generate text</CardDescription>
 95 |       </CardHeader>
 96 |       <CardContent>
 97 |         <div className="space-y-4">
 98 |           <div>
 99 |             <label className="text-sm font-medium">Input Text:</label>
100 |             <Input 
101 |               value={input} 
102 |               onChange={handleInputChange}
103 |               placeholder="Enter your text here"
104 |             />
105 |           </div>
106 |           <div className="border p-4 rounded-md">
107 |             <div className="flex items-center mb-2">
108 |               {steps[step].icon}
109 |               <h3 className="text-lg font-semibold ml-2">{steps[step].name}</h3>
110 |             </div>
111 |             <p className="text-sm mb-2">{steps[step].description}</p>
112 |             <div className="bg-gray-100 p-2 rounded">
113 |               {steps[step].example}
114 |             </div>
115 |           </div>
116 |         </div>
117 |       </CardContent>
118 |       <CardFooter className="flex justify-between">
119 |         <Button onClick={handleNextStep}>
120 |           {step < steps.length - 1 ? 'Next Step' : 'Generate Output'}
121 |         </Button>
122 |         <Button variant="outline" onClick={handleReset}>Reset</Button>
123 |       </CardFooter>
124 |     </Card>
125 |   );
126 | };
127 | 
128 | export default LLMModel;


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/README.md:
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  1 | ![License](https://img.shields.io/badge/license-MIT-green)
  2 | 
  3 | # Claude React Artifact Tutorial
  4 | 
  5 | Claude recently released Artifacts, which can compile code in a dedicated window. This tutorial helps beginners set up a React app to any React run code generated by Claude's Artifacts feature.
  6 | 
  7 | [![Project Demo](https://img.youtube.com/vi/oRh_tVdgjB8/0.jpg)](https://www.youtube.com/watch?v=oRh_tVdgjB8)
  8 | 
  9 | > Claude-React-Jumpstart: A step-by-step guide to running Claude-generated React code locally.
 10 | 
 11 | ---
 12 | 
 13 | ## Getting Started
 14 | You can use the example provided to learn the process. Before beginning the following steps, remove the my-app folder so you can recreate it.
 15 | 
 16 | ### Step 1: Create new React app with Vite
 17 | 
 18 | ```bash
 19 | npm create vite@latest my-app
 20 | ✔ Select a framework: › React
 21 | ✔ Select a variant: › JavaScript
 22 | cd my-app
 23 | npm install
 24 | ```
 25 | 
 26 | ### Step 2: Install Tailwindcss and Shadcn
 27 | 
 28 | From instructions: https://ui.shadcn.com/docs/installation/vite
 29 | 
 30 | ```bash
 31 | npm install -D tailwindcss postcss autoprefixer
 32 | npx tailwindcss init -p
 33 | ```
 34 | 
 35 | Update `vite.config.js`:
 36 | 
 37 | ```javascript
 38 | import { defineConfig } from 'vite'
 39 | import react from '@vitejs/plugin-react'
 40 | import path from 'path'
 41 | 
 42 | export default defineConfig({
 43 |   plugins: [react()],
 44 |   resolve: {
 45 |     alias: {
 46 |       '@': path.resolve(__dirname, './src'),
 47 |     },
 48 |   },
 49 | })
 50 | ```
 51 | 
 52 | Create `jsconfig.json`:
 53 | 
 54 | ```json
 55 | {
 56 |   "compilerOptions": {
 57 |     "baseUrl": ".",
 58 |     "paths": {
 59 |       "@/*": ["src/*"]
 60 |     }
 61 |   },
 62 |   "include": ["src/**/*"]
 63 | }
 64 | ```
 65 | 
 66 | ```bash
 67 | npx shadcn-ui@latest init
 68 | ```
 69 | 
 70 | ```
 71 | ✔ Would you like to use TypeScript (recommended)? no
 72 | ✔ Which style would you like to use? › Default
 73 | ✔ Which color would you like to use as base color? › Slate
 74 | ✔ Where is your global CSS file? … src/index.css
 75 | ✔ Would you like to use CSS variables for colors? … yes
 76 | ✔ Are you using a custom tailwind prefix eg. tw-? (Leave blank if not) …
 77 | ✔ Where is your tailwind.config.js located? … tailwind.config.js
 78 | ✔ Configure the import alias for components: … @/components
 79 | ✔ Configure the import alias for utils: … @/lib/utils
 80 | ✔ Are you using React Server Components? … no
 81 | ✔ Write configuration to components.json. Proceed? … yes
 82 | ```
 83 | 
 84 | ### 3. Install Other Libraries and Components
 85 | Choose your list of required components and libraries to download based upon the imports in your react file.
 86 | ```bash
 87 | npx shadcn-ui@latest add card button input
 88 | npm install lucide-react
 89 | ```
 90 | 
 91 | ### 4. Add Your Artifact Code
 92 | 
 93 | `LLMModel.jsx` is an included artifact example. You can move the file to `src/components/LLMModel.jsx`.
 94 | 
 95 | Then add it to your app by updating `App.jsx`:
 96 | 
 97 | ```jsx
 98 | import './App.css'
 99 | import LLMModel from './components/LLMModel'
100 | 
101 | function App() {
102 |   return (
103 |     <>
104 |       <LLMModel/>
105 |     </>
106 |   )
107 | }
108 | 
109 | export default App
110 | ```
111 | 
112 | ### 5. Run the App
113 | 
114 | ```bash
115 | npm run dev
116 | ```
117 | 
118 | ![Example App Online](./assets/img/demo_img.png)
119 | Example App with LLMModel.jsx Online


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/assets/img/demo_img.png:
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https://raw.githubusercontent.com/Bklieger/Claude-React-Jumpstart/ec7a179082892b92e97458fd9ba17fe3cb2f3323/assets/img/demo_img.png


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/my-app/.eslintrc.cjs:
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 1 | module.exports = {
 2 |   root: true,
 3 |   env: { browser: true, es2020: true },
 4 |   extends: [
 5 |     'eslint:recommended',
 6 |     'plugin:react/recommended',
 7 |     'plugin:react/jsx-runtime',
 8 |     'plugin:react-hooks/recommended',
 9 |   ],
10 |   ignorePatterns: ['dist', '.eslintrc.cjs'],
11 |   parserOptions: { ecmaVersion: 'latest', sourceType: 'module' },
12 |   settings: { react: { version: '18.2' } },
13 |   plugins: ['react-refresh'],
14 |   rules: {
15 |     'react/jsx-no-target-blank': 'off',
16 |     'react-refresh/only-export-components': [
17 |       'warn',
18 |       { allowConstantExport: true },
19 |     ],
20 |   },
21 | }
22 | 


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/my-app/.gitignore:
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 1 | # Logs
 2 | logs
 3 | *.log
 4 | npm-debug.log*
 5 | yarn-debug.log*
 6 | yarn-error.log*
 7 | pnpm-debug.log*
 8 | lerna-debug.log*
 9 | 
10 | node_modules
11 | dist
12 | dist-ssr
13 | *.local
14 | 
15 | # Editor directories and files
16 | .vscode/*
17 | !.vscode/extensions.json
18 | .idea
19 | .DS_Store
20 | *.suo
21 | *.ntvs*
22 | *.njsproj
23 | *.sln
24 | *.sw?
25 | 


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/my-app/README.md:
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1 | # React + Vite
2 | 
3 | This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
4 | 
5 | Currently, two official plugins are available:
6 | 
7 | - [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react/README.md) uses [Babel](https://babeljs.io/) for Fast Refresh
8 | - [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
9 | 


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/my-app/components.json:
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 1 | {
 2 |   "$schema": "https://ui.shadcn.com/schema.json",
 3 |   "style": "default",
 4 |   "rsc": false,
 5 |   "tsx": false,
 6 |   "tailwind": {
 7 |     "config": "tailwind.config.js",
 8 |     "css": "src/index.css",
 9 |     "baseColor": "slate",
10 |     "cssVariables": true,
11 |     "prefix": ""
12 |   },
13 |   "aliases": {
14 |     "components": "@/components",
15 |     "utils": "@/lib/utils"
16 |   }
17 | }


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/my-app/index.html:
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 1 | <!doctype html>
 2 | <html lang="en">
 3 |   <head>
 4 |     <meta charset="UTF-8" />
 5 |     <link rel="icon" type="image/svg+xml" href="/vite.svg" />
 6 |     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
 7 |     <title>Vite + React</title>
 8 |   </head>
 9 |   <body>
10 |     <div id="root"></div>
11 |     <script type="module" src="/src/main.jsx"></script>
12 |   </body>
13 | </html>
14 | 


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/my-app/jsconfig.json:
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1 | {
2 |     "compilerOptions": {
3 |       "baseUrl": ".",
4 |       "paths": {
5 |         "@/*": ["src/*"]
6 |       }
7 |     },
8 |     "include": ["src/**/*"]
9 |   }


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/my-app/package.json:
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 1 | {
 2 |   "name": "my-app",
 3 |   "private": true,
 4 |   "version": "0.0.0",
 5 |   "type": "module",
 6 |   "scripts": {
 7 |     "dev": "vite",
 8 |     "build": "vite build",
 9 |     "lint": "eslint . --ext js,jsx --report-unused-disable-directives --max-warnings 0",
10 |     "preview": "vite preview"
11 |   },
12 |   "dependencies": {
13 |     "@radix-ui/react-slot": "^1.1.0",
14 |     "class-variance-authority": "^0.7.0",
15 |     "clsx": "^2.1.1",
16 |     "lucide-react": "^0.396.0",
17 |     "react": "^18.3.1",
18 |     "react-dom": "^18.3.1",
19 |     "tailwind-merge": "^2.3.0",
20 |     "tailwindcss-animate": "^1.0.7"
21 |   },
22 |   "devDependencies": {
23 |     "@types/react": "^18.3.3",
24 |     "@types/react-dom": "^18.3.0",
25 |     "@vitejs/plugin-react": "^4.3.1",
26 |     "autoprefixer": "^10.4.19",
27 |     "eslint": "^8.57.0",
28 |     "eslint-plugin-react": "^7.34.2",
29 |     "eslint-plugin-react-hooks": "^4.6.2",
30 |     "eslint-plugin-react-refresh": "^0.4.7",
31 |     "postcss": "^8.4.38",
32 |     "tailwindcss": "^3.4.4",
33 |     "vite": "^5.3.1"
34 |   }
35 | }
36 | 


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/my-app/postcss.config.js:
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1 | export default {
2 |   plugins: {
3 |     tailwindcss: {},
4 |     autoprefixer: {},
5 |   },
6 | }
7 | 


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/my-app/public/vite.svg:
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1 | <svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="31.88" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 257"><defs><linearGradient id="IconifyId1813088fe1fbc01fb466" x1="-.828%" x2="57.636%" y1="7.652%" y2="78.411%"><stop offset="0%" stop-color="#41D1FF"></stop><stop offset="100%" stop-color="#BD34FE"></stop></linearGradient><linearGradient id="IconifyId1813088fe1fbc01fb467" x1="43.376%" x2="50.316%" y1="2.242%" y2="89.03%"><stop offset="0%" stop-color="#FFEA83"></stop><stop offset="8.333%" stop-color="#FFDD35"></stop><stop offset="100%" stop-color="#FFA800"></stop></linearGradient></defs><path fill="url(#IconifyId1813088fe1fbc01fb466)" d="M255.153 37.938L134.897 252.976c-2.483 4.44-8.862 4.466-11.382.048L.875 37.958c-2.746-4.814 1.371-10.646 6.827-9.67l120.385 21.517a6.537 6.537 0 0 0 2.322-.004l117.867-21.483c5.438-.991 9.574 4.796 6.877 9.62Z"></path><path fill="url(#IconifyId1813088fe1fbc01fb467)" d="M185.432.063L96.44 17.501a3.268 3.268 0 0 0-2.634 3.014l-5.474 92.456a3.268 3.268 0 0 0 3.997 3.378l24.777-5.718c2.318-.535 4.413 1.507 3.936 3.838l-7.361 36.047c-.495 2.426 1.782 4.5 4.151 3.78l15.304-4.649c2.372-.72 4.652 1.36 4.15 3.788l-11.698 56.621c-.732 3.542 3.979 5.473 5.943 2.437l1.313-2.028l72.516-144.72c1.215-2.423-.88-5.186-3.54-4.672l-25.505 4.922c-2.396.462-4.435-1.77-3.759-4.114l16.646-57.705c.677-2.35-1.37-4.583-3.769-4.113Z"></path></svg>


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/my-app/src/App.css:
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 1 | #root {
 2 |   max-width: 1280px;
 3 |   margin: 0 auto;
 4 |   padding: 2rem;
 5 |   text-align: center;
 6 | }
 7 | 
 8 | .logo {
 9 |   height: 6em;
10 |   padding: 1.5em;
11 |   will-change: filter;
12 |   transition: filter 300ms;
13 | }
14 | .logo:hover {
15 |   filter: drop-shadow(0 0 2em #646cffaa);
16 | }
17 | .logo.react:hover {
18 |   filter: drop-shadow(0 0 2em #61dafbaa);
19 | }
20 | 
21 | @keyframes logo-spin {
22 |   from {
23 |     transform: rotate(0deg);
24 |   }
25 |   to {
26 |     transform: rotate(360deg);
27 |   }
28 | }
29 | 
30 | @media (prefers-reduced-motion: no-preference) {
31 |   a:nth-of-type(2) .logo {
32 |     animation: logo-spin infinite 20s linear;
33 |   }
34 | }
35 | 
36 | .card {
37 |   padding: 2em;
38 | }
39 | 
40 | .read-the-docs {
41 |   color: #888;
42 | }
43 | 


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/my-app/src/App.jsx:
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 1 | import './App.css'
 2 | import LLMModel from './components/LLMModel'
 3 | 
 4 | function App() {
 5 |   return (
 6 |     <>
 7 |       <LLMModel/>
 8 |     </>
 9 |   )
10 | }
11 | 
12 | export default App


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/my-app/src/assets/react.svg:
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/my-app/src/components/LLMModel.jsx:
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  1 | import React, { useState } from 'react';
  2 | import { Card, CardContent, CardDescription, CardFooter, CardHeader, CardTitle } from "@/components/ui/card"
  3 | import { Button } from "@/components/ui/button"
  4 | import { Input } from "@/components/ui/input"
  5 | import { Boxes, Cpu, Network, Lightbulb, ArrowRight } from 'lucide-react'
  6 | 
  7 | const LLMModel = () => {
  8 |   const [input, setInput] = useState('');
  9 |   const [output, setOutput] = useState('');
 10 |   const [step, setStep] = useState(0);
 11 | 
 12 |   const steps = [
 13 |     {
 14 |       name: "Tokenization",
 15 |       icon: <Boxes />,
 16 |       description: "The input text is broken down into tokens (words or subwords). This process converts the raw text into a format the model can understand.",
 17 |       example: input ? input.split(' ').map((word, i) => <span key={i} className="bg-blue-100 px-1 mr-1 rounded">{word}</span>) : null
 18 |     },
 19 |     {
 20 |       name: "Embedding",
 21 |       icon: <Cpu />,
 22 |       description: "Each token is converted into a numerical vector representation. This allows the model to process the text mathematically.",
 23 |       example: <div className="grid grid-cols-4 gap-2">
 24 |         {input.split(' ').slice(0, 4).map((_, i) => 
 25 |           <div key={i} className="bg-green-100 p-2 rounded text-xs">
 26 |             [0.2, -0.5, 0.8, ...]
 27 |           </div>
 28 |         )}
 29 |       </div>
 30 |     },
 31 |     {
 32 |       name: "Attention Mechanism",
 33 |       icon: <Network />,
 34 |       description: "The model calculates attention scores to understand the relationships between different parts of the input.",
 35 |       example: <div className="grid grid-cols-4 gap-2">
 36 |         {input.split(' ').slice(0, 4).map((word, i) => 
 37 |           <div key={i} className="bg-yellow-100 p-2 rounded text-xs flex flex-col items-center">
 38 |             <span>{word}</span>
 39 |             <ArrowRight className="my-1" size={16} />
 40 |             <span className="font-bold">{(Math.random() * 0.5 + 0.5).toFixed(2)}</span>
 41 |           </div>
 42 |         )}
 43 |       </div>
 44 |     },
 45 |     {
 46 |       name: "Feed Forward",
 47 |       icon: <Network />,
 48 |       description: "The embedded and attention-weighted inputs are processed through multiple neural network layers.",
 49 |       example: <div className="flex justify-center">
 50 |         <Network size={64} className="text-purple-500" />
 51 |       </div>
 52 |     },
 53 |     {
 54 |       name: "Output Generation",
 55 |       icon: <Lightbulb />,
 56 |       description: "The model generates output tokens based on the processed input and the temperature setting.",
 57 |       example: output ? <div className="bg-red-100 p-2 rounded">{output}</div> : null
 58 |     }
 59 |   ];
 60 | 
 61 |   const handleInputChange = (e) => {
 62 |     setInput(e.target.value);
 63 |   };
 64 | 
 65 |   const handleNextStep = () => {
 66 |     if (step < steps.length - 1) {
 67 |       setStep(step + 1);
 68 |     } else {
 69 |       setOutput(generateOutput(input));
 70 |     }
 71 |   };
 72 | 
 73 |   const handleReset = () => {
 74 |     setInput('');
 75 |     setOutput('');
 76 |     setStep(0);
 77 |   };
 78 | 
 79 |   const generateOutput = (input) => {
 80 |     // This is a simplified simulation of output generation
 81 |     const words = input.split(' ');
 82 |     const outputLength = Math.floor(Math.random() * 5) + words.length;
 83 |     let output = '';
 84 |     for (let i = 0; i < outputLength; i++) {
 85 |         output += words[Math.floor(Math.random() * words.length)] + ' ';
 86 |     }
 87 |     return output.trim();
 88 |   };
 89 | 
 90 |   return (
 91 |     <Card className="w-[500px] mx-auto">
 92 |       <CardHeader>
 93 |         <CardTitle>Enhanced LLM Interactive Model</CardTitle>
 94 |         <CardDescription>Explore how LLMs process and generate text</CardDescription>
 95 |       </CardHeader>
 96 |       <CardContent>
 97 |         <div className="space-y-4">
 98 |           <div>
 99 |             <label className="text-sm font-medium">Input Text:</label>
100 |             <Input 
101 |               value={input} 
102 |               onChange={handleInputChange}
103 |               placeholder="Enter your text here"
104 |             />
105 |           </div>
106 |           <div className="border p-4 rounded-md">
107 |             <div className="flex items-center mb-2">
108 |               {steps[step].icon}
109 |               <h3 className="text-lg font-semibold ml-2">{steps[step].name}</h3>
110 |             </div>
111 |             <p className="text-sm mb-2">{steps[step].description}</p>
112 |             <div className="bg-gray-100 p-2 rounded">
113 |               {steps[step].example}
114 |             </div>
115 |           </div>
116 |         </div>
117 |       </CardContent>
118 |       <CardFooter className="flex justify-between">
119 |         <Button onClick={handleNextStep}>
120 |           {step < steps.length - 1 ? 'Next Step' : 'Generate Output'}
121 |         </Button>
122 |         <Button variant="outline" onClick={handleReset}>Reset</Button>
123 |       </CardFooter>
124 |     </Card>
125 |   );
126 | };
127 | 
128 | export default LLMModel;


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/my-app/src/components/ui/button.jsx:
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 1 | import * as React from "react"
 2 | import { Slot } from "@radix-ui/react-slot"
 3 | import { cva } from "class-variance-authority";
 4 | 
 5 | import { cn } from "@/lib/utils"
 6 | 
 7 | const buttonVariants = cva(
 8 |   "inline-flex items-center justify-center whitespace-nowrap 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",
 9 |   {
10 |     variants: {
11 |       variant: {
12 |         default: "bg-primary text-primary-foreground hover:bg-primary/90",
13 |         destructive:
14 |           "bg-destructive text-destructive-foreground hover:bg-destructive/90",
15 |         outline:
16 |           "border border-input bg-background hover:bg-accent hover:text-accent-foreground",
17 |         secondary:
18 |           "bg-secondary text-secondary-foreground hover:bg-secondary/80",
19 |         ghost: "hover:bg-accent hover:text-accent-foreground",
20 |         link: "text-primary underline-offset-4 hover:underline",
21 |       },
22 |       size: {
23 |         default: "h-10 px-4 py-2",
24 |         sm: "h-9 rounded-md px-3",
25 |         lg: "h-11 rounded-md px-8",
26 |         icon: "h-10 w-10",
27 |       },
28 |     },
29 |     defaultVariants: {
30 |       variant: "default",
31 |       size: "default",
32 |     },
33 |   }
34 | )
35 | 
36 | const Button = React.forwardRef(({ className, variant, size, asChild = false, ...props }, ref) => {
37 |   const Comp = asChild ? Slot : "button"
38 |   return (
39 |     (<Comp
40 |       className={cn(buttonVariants({ variant, size, className }))}
41 |       ref={ref}
42 |       {...props} />)
43 |   );
44 | })
45 | Button.displayName = "Button"
46 | 
47 | export { Button, buttonVariants }
48 | 


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/my-app/src/components/ui/card.jsx:
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 1 | import * as React from "react"
 2 | 
 3 | import { cn } from "@/lib/utils"
 4 | 
 5 | const Card = React.forwardRef(({ className, ...props }, ref) => (
 6 |   <div
 7 |     ref={ref}
 8 |     className={cn("rounded-lg border bg-card text-card-foreground shadow-sm", className)}
 9 |     {...props} />
10 | ))
11 | Card.displayName = "Card"
12 | 
13 | const CardHeader = React.forwardRef(({ className, ...props }, ref) => (
14 |   <div
15 |     ref={ref}
16 |     className={cn("flex flex-col space-y-1.5 p-6", className)}
17 |     {...props} />
18 | ))
19 | CardHeader.displayName = "CardHeader"
20 | 
21 | const CardTitle = React.forwardRef(({ className, ...props }, ref) => (
22 |   <h3
23 |     ref={ref}
24 |     className={cn("text-2xl font-semibold leading-none tracking-tight", className)}
25 |     {...props} />
26 | ))
27 | CardTitle.displayName = "CardTitle"
28 | 
29 | const CardDescription = React.forwardRef(({ className, ...props }, ref) => (
30 |   <p
31 |     ref={ref}
32 |     className={cn("text-sm text-muted-foreground", className)}
33 |     {...props} />
34 | ))
35 | CardDescription.displayName = "CardDescription"
36 | 
37 | const CardContent = React.forwardRef(({ className, ...props }, ref) => (
38 |   <div ref={ref} className={cn("p-6 pt-0", className)} {...props} />
39 | ))
40 | CardContent.displayName = "CardContent"
41 | 
42 | const CardFooter = React.forwardRef(({ className, ...props }, ref) => (
43 |   <div
44 |     ref={ref}
45 |     className={cn("flex items-center p-6 pt-0", className)}
46 |     {...props} />
47 | ))
48 | CardFooter.displayName = "CardFooter"
49 | 
50 | export { Card, CardHeader, CardFooter, CardTitle, CardDescription, CardContent }
51 | 


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/my-app/src/components/ui/input.jsx:
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 1 | import * as React from "react"
 2 | 
 3 | import { cn } from "@/lib/utils"
 4 | 
 5 | const Input = React.forwardRef(({ className, type, ...props }, ref) => {
 6 |   return (
 7 |     (<input
 8 |       type={type}
 9 |       className={cn(
10 |         "flex h-10 w-full rounded-md border border-input bg-background px-3 py-2 text-sm ring-offset-background file:border-0 file:bg-transparent file:text-sm file:font-medium placeholder:text-muted-foreground focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50",
11 |         className
12 |       )}
13 |       ref={ref}
14 |       {...props} />)
15 |   );
16 | })
17 | Input.displayName = "Input"
18 | 
19 | export { Input }
20 | 


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/my-app/src/index.css:
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 1 | @tailwind base;
 2 |   @tailwind components;
 3 |   @tailwind utilities;
 4 | 
 5 |   @layer base {
 6 |     :root {
 7 |       --background: 0 0% 100%;
 8 |       --foreground: 222.2 84% 4.9%;
 9 | 
10 |       --card: 0 0% 100%;
11 |       --card-foreground: 222.2 84% 4.9%;
12 | 
13 |       --popover: 0 0% 100%;
14 |       --popover-foreground: 222.2 84% 4.9%;
15 | 
16 |       --primary: 222.2 47.4% 11.2%;
17 |       --primary-foreground: 210 40% 98%;
18 | 
19 |       --secondary: 210 40% 96.1%;
20 |       --secondary-foreground: 222.2 47.4% 11.2%;
21 | 
22 |       --muted: 210 40% 96.1%;
23 |       --muted-foreground: 215.4 16.3% 46.9%;
24 | 
25 |       --accent: 210 40% 96.1%;
26 |       --accent-foreground: 222.2 47.4% 11.2%;
27 | 
28 |       --destructive: 0 84.2% 60.2%;
29 |       --destructive-foreground: 210 40% 98%;
30 | 
31 |       --border: 214.3 31.8% 91.4%;
32 |       --input: 214.3 31.8% 91.4%;
33 |       --ring: 222.2 84% 4.9%;
34 | 
35 |       --radius: 0.5rem;
36 |     }
37 | 
38 |     .dark {
39 |       --background: 222.2 84% 4.9%;
40 |       --foreground: 210 40% 98%;
41 | 
42 |       --card: 222.2 84% 4.9%;
43 |       --card-foreground: 210 40% 98%;
44 | 
45 |       --popover: 222.2 84% 4.9%;
46 |       --popover-foreground: 210 40% 98%;
47 | 
48 |       --primary: 210 40% 98%;
49 |       --primary-foreground: 222.2 47.4% 11.2%;
50 | 
51 |       --secondary: 217.2 32.6% 17.5%;
52 |       --secondary-foreground: 210 40% 98%;
53 | 
54 |       --muted: 217.2 32.6% 17.5%;
55 |       --muted-foreground: 215 20.2% 65.1%;
56 | 
57 |       --accent: 217.2 32.6% 17.5%;
58 |       --accent-foreground: 210 40% 98%;
59 | 
60 |       --destructive: 0 62.8% 30.6%;
61 |       --destructive-foreground: 210 40% 98%;
62 | 
63 |       --border: 217.2 32.6% 17.5%;
64 |       --input: 217.2 32.6% 17.5%;
65 |       --ring: 212.7 26.8% 83.9%;
66 |     }
67 |   }
68 | 
69 |   @layer base {
70 |     * {
71 |       @apply border-border;
72 |     }
73 |     body {
74 |       @apply bg-background text-foreground;
75 |     }
76 |   }


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/my-app/src/lib/utils.js:
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1 | import { clsx } from "clsx"
2 | import { twMerge } from "tailwind-merge"
3 | 
4 | export function cn(...inputs) {
5 |   return twMerge(clsx(inputs))
6 | }
7 | 


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/my-app/src/main.jsx:
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 1 | import React from 'react'
 2 | import ReactDOM from 'react-dom/client'
 3 | import App from './App.jsx'
 4 | import './index.css'
 5 | 
 6 | ReactDOM.createRoot(document.getElementById('root')).render(
 7 |   <React.StrictMode>
 8 |     <App />
 9 |   </React.StrictMode>,
10 | )
11 | 


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/my-app/tailwind.config.js:
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 1 | /** @type {import('tailwindcss').Config} */
 2 | module.exports = {
 3 |   darkMode: ["class"],
 4 |   content: [
 5 |     './pages/**/*.{js,jsx}',
 6 |     './components/**/*.{js,jsx}',
 7 |     './app/**/*.{js,jsx}',
 8 |     './src/**/*.{js,jsx}',
 9 |   ],
10 |   prefix: "",
11 |   theme: {
12 |     container: {
13 |       center: true,
14 |       padding: "2rem",
15 |       screens: {
16 |         "2xl": "1400px",
17 |       },
18 |     },
19 |     extend: {
20 |       colors: {
21 |         border: "hsl(var(--border))",
22 |         input: "hsl(var(--input))",
23 |         ring: "hsl(var(--ring))",
24 |         background: "hsl(var(--background))",
25 |         foreground: "hsl(var(--foreground))",
26 |         primary: {
27 |           DEFAULT: "hsl(var(--primary))",
28 |           foreground: "hsl(var(--primary-foreground))",
29 |         },
30 |         secondary: {
31 |           DEFAULT: "hsl(var(--secondary))",
32 |           foreground: "hsl(var(--secondary-foreground))",
33 |         },
34 |         destructive: {
35 |           DEFAULT: "hsl(var(--destructive))",
36 |           foreground: "hsl(var(--destructive-foreground))",
37 |         },
38 |         muted: {
39 |           DEFAULT: "hsl(var(--muted))",
40 |           foreground: "hsl(var(--muted-foreground))",
41 |         },
42 |         accent: {
43 |           DEFAULT: "hsl(var(--accent))",
44 |           foreground: "hsl(var(--accent-foreground))",
45 |         },
46 |         popover: {
47 |           DEFAULT: "hsl(var(--popover))",
48 |           foreground: "hsl(var(--popover-foreground))",
49 |         },
50 |         card: {
51 |           DEFAULT: "hsl(var(--card))",
52 |           foreground: "hsl(var(--card-foreground))",
53 |         },
54 |       },
55 |       borderRadius: {
56 |         lg: "var(--radius)",
57 |         md: "calc(var(--radius) - 2px)",
58 |         sm: "calc(var(--radius) - 4px)",
59 |       },
60 |       keyframes: {
61 |         "accordion-down": {
62 |           from: { height: "0" },
63 |           to: { height: "var(--radix-accordion-content-height)" },
64 |         },
65 |         "accordion-up": {
66 |           from: { height: "var(--radix-accordion-content-height)" },
67 |           to: { height: "0" },
68 |         },
69 |       },
70 |       animation: {
71 |         "accordion-down": "accordion-down 0.2s ease-out",
72 |         "accordion-up": "accordion-up 0.2s ease-out",
73 |       },
74 |     },
75 |   },
76 |   plugins: [require("tailwindcss-animate")],
77 | }


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/my-app/vite.config.js:
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 1 | import { defineConfig } from 'vite'
 2 | import react from '@vitejs/plugin-react'
 3 | import path from 'path'
 4 | 
 5 | export default defineConfig({
 6 |   plugins: [react()],
 7 |   resolve: {
 8 |     alias: {
 9 |       '@': path.resolve(__dirname, './src'),
10 |     },
11 |   },
12 | })


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