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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="CodeWiki - The first open-source framework for holistic, structured repository-level documentation across multilingual codebases">
<meta name="keywords" content="code documentation, AI, repository documentation, CodeWiki, automated documentation">
<meta name="author" content="CodeWiki Team">
<!-- Open Graph / Social Media -->
<meta property="og:type" content="website">
<meta property="og:title" content="CodeWiki - Automated Repository-Level Documentation">
<meta property="og:description" content="The first open-source framework for holistic documentation generation across 7 programming languages">
<meta property="og:url" content="https://fsoft-ai4code.github.io/CodeWiki/">
<title>CodeWiki - Automated Repository-Level Documentation at Scale</title>
<style>
:root {
--primary-color: #2563eb;
--secondary-color: #1e40af;
--accent-color: #3b82f6;
--dark-bg: #0f172a;
--light-bg: #f8fafc;
--text-dark: #1e293b;
--text-light: #64748b;
--border-color: #e2e8f0;
--success-color: #10b981;
--warning-color: #f59e0b;
}
* {
margin: 0;
padding: 0;
box-sizing: border-box;
}
body {
font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', 'Ubuntu', sans-serif;
line-height: 1.6;
color: var(--text-dark);
background-color: #ffffff;
}
/* Navigation */
nav {
background: var(--dark-bg);
color: white;
padding: 1rem 2rem;
position: sticky;
top: 0;
z-index: 1000;
box-shadow: 0 2px 10px rgba(0,0,0,0.1);
}
.nav-container {
max-width: 1200px;
margin: 0 auto;
display: flex;
justify-content: space-between;
align-items: center;
flex-wrap: wrap;
}
.nav-brand {
font-size: 1.5rem;
font-weight: bold;
color: white;
text-decoration: none;
}
.nav-links {
display: flex;
gap: 2rem;
list-style: none;
flex-wrap: wrap;
}
.nav-links a {
color: white;
text-decoration: none;
transition: color 0.3s;
font-weight: 500;
}
.nav-links a:hover {
color: var(--accent-color);
}
/* Hero Section */
.hero {
background: linear-gradient(135deg, var(--primary-color) 0%, var(--secondary-color) 100%);
color: white;
padding: 4rem 2rem;
text-align: center;
}
.hero h1 {
font-size: 2.5rem;
margin-bottom: 1rem;
line-height: 1.2;
}
.hero p {
font-size: 1.25rem;
margin-bottom: 2rem;
max-width: 800px;
margin-left: auto;
margin-right: auto;
opacity: 0.95;
}
.badges {
display: flex;
gap: 1rem;
justify-content: center;
flex-wrap: wrap;
margin-bottom: 2rem;
}
.badge {
background: rgba(255,255,255,0.2);
padding: 0.5rem 1rem;
border-radius: 20px;
font-size: 0.9rem;
backdrop-filter: blur(10px);
}
.cta-buttons {
display: flex;
gap: 1rem;
justify-content: center;
flex-wrap: wrap;
}
.btn {
padding: 0.75rem 2rem;
border-radius: 6px;
text-decoration: none;
font-weight: 600;
transition: all 0.3s;
display: inline-block;
border: 2px solid transparent;
}
.btn-primary {
background: white;
color: var(--primary-color);
}
.btn-primary:hover {
transform: translateY(-2px);
box-shadow: 0 10px 25px rgba(0,0,0,0.2);
}
.btn-secondary {
background: transparent;
color: white;
border-color: white;
}
.btn-secondary:hover {
background: white;
color: var(--primary-color);
}
/* Container */
.container {
max-width: 1200px;
margin: 0 auto;
padding: 4rem 2rem;
}
section {
margin-bottom: 4rem;
}
h2 {
font-size: 2rem;
margin-bottom: 1.5rem;
color: var(--text-dark);
border-bottom: 3px solid var(--primary-color);
padding-bottom: 0.5rem;
display: inline-block;
}
h3 {
font-size: 1.5rem;
margin-bottom: 1rem;
color: var(--text-dark);
}
/* Architecture Diagram */
.architecture {
background: var(--light-bg);
padding: 3rem 2rem;
border-radius: 10px;
text-align: center;
}
.architecture img {
max-width: 100%;
height: auto;
border-radius: 8px;
box-shadow: 0 4px 20px rgba(0,0,0,0.1);
}
/* Features Grid */
.features-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
gap: 2rem;
margin-top: 2rem;
}
.feature-card {
background: white;
padding: 2rem;
border-radius: 10px;
box-shadow: 0 2px 10px rgba(0,0,0,0.1);
border-left: 4px solid var(--primary-color);
transition: transform 0.3s;
}
.feature-card:hover {
transform: translateY(-5px);
box-shadow: 0 4px 20px rgba(0,0,0,0.15);
}
.feature-icon {
font-size: 2.5rem;
margin-bottom: 1rem;
}
/* Table Styles */
table {
width: 100%;
border-collapse: collapse;
margin: 2rem 0;
background: white;
box-shadow: 0 2px 10px rgba(0,0,0,0.1);
border-radius: 8px;
overflow: hidden;
}
th {
background: var(--primary-color);
color: white;
padding: 1rem;
text-align: left;
font-weight: 600;
}
td {
padding: 1rem;
border-bottom: 1px solid var(--border-color);
}
tr:last-child td {
border-bottom: none;
}
tr:hover {
background: var(--light-bg);
}
/* Code Block */
pre {
background: var(--dark-bg);
color: #e2e8f0;
padding: 1.5rem;
border-radius: 8px;
overflow-x: auto;
margin: 1rem 0;
}
code {
font-family: 'Monaco', 'Courier New', monospace;
font-size: 0.9rem;
}
/* Video Section */
.video-container {
position: relative;
padding-bottom: 56.25%; /* 16:9 aspect ratio */
height: 0;
overflow: hidden;
max-width: 100%;
background: #000;
border-radius: 10px;
margin: 2rem 0;
}
.video-container iframe {
position: absolute;
top: 0;
left: 0;
width: 100%;
height: 100%;
border: 0;
}
/* Stats */
.stats-grid {
display: grid;
grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
gap: 2rem;
margin: 2rem 0;
}
.stat-card {
background: linear-gradient(135deg, var(--primary-color), var(--secondary-color));
color: white;
padding: 2rem;
border-radius: 10px;
text-align: center;
box-shadow: 0 4px 15px rgba(37, 99, 235, 0.3);
}
.stat-number {
font-size: 2.5rem;
font-weight: bold;
margin-bottom: 0.5rem;
}
.stat-label {
font-size: 1rem;
opacity: 0.9;
}
/* Languages */
.languages {
display: flex;
flex-wrap: wrap;
gap: 1rem;
margin: 1.5rem 0;
}
.language-tag {
background: var(--light-bg);
padding: 0.5rem 1rem;
border-radius: 6px;
border: 2px solid var(--border-color);
font-weight: 500;
color: var(--text-dark);
}
/* Footer */
footer {
background: var(--dark-bg);
color: white;
padding: 3rem 2rem;
text-align: center;
}
.footer-links {
display: flex;
gap: 2rem;
justify-content: center;
margin-bottom: 2rem;
flex-wrap: wrap;
}
.footer-links a {
color: white;
text-decoration: none;
transition: color 0.3s;
}
.footer-links a:hover {
color: var(--accent-color);
}
/* Responsive */
@media (max-width: 768px) {
.hero h1 {
font-size: 2rem;
}
.hero p {
font-size: 1rem;
}
.nav-container {
flex-direction: column;
gap: 1rem;
}
.nav-links {
gap: 1rem;
}
h2 {
font-size: 1.5rem;
}
.container {
padding: 2rem 1rem;
}
}
/* Highlight */
.highlight {
background: #fef3c7;
padding: 0.2rem 0.5rem;
border-radius: 4px;
font-weight: 600;
}
.success {
color: var(--success-color);
}
</style>
</head>
<body>
<!-- Navigation -->
<nav>
<div class="nav-container">
<a href="#" class="nav-brand">📚 CodeWiki</a>
<ul class="nav-links">
<li><a href="#about">About</a></li>
<li><a href="#features">Features</a></li>
<li><a href="#results">Results</a></li>
<li><a href="#demo">Demo</a></li>
<li><a href="#installation">Installation</a></li>
<li><a href="#citation">Citation</a></li>
</ul>
</div>
</nav>
<!-- Hero Section -->
<div class="hero">
<h1>CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases</h1>
<p>The first open-source framework for holistic, structured repository-level documentation across multilingual codebases</p>
<div class="badges">
<span class="badge">🐍 Python 3.12+</span>
<span class="badge">📝 7 Languages Supported</span>
<span class="badge">🚀 Open Source</span>
<span class="badge">📊 Benchmarked</span>
</div>
<div class="cta-buttons">
<a href="https://github.com/FSoft-AI4Code/CodeWiki" class="btn btn-primary" target="_blank">
View on GitHub
</a>
<a href="https://arxiv.org/abs/2510.24428" class="btn btn-secondary" target="_blank">
Read Paper
</a>
<a href="https://fsoft-ai4code.github.io/codewiki-demo/" class="btn btn-secondary" target="_blank">
Live Demo
</a>
</div>
</div>
<!-- Main Content -->
<div class="container">
<!-- About Section -->
<section id="about">
<h2>📖 About</h2>
<p style="font-size: 1.1rem; line-height: 1.8; margin-top: 1.5rem;">
Developers spend nearly <span class="highlight">58% of their time</span> understanding codebases, yet maintaining comprehensive documentation remains challenging. While recent Large Language Models (LLMs) show promise for function-level documentation, they fail at the repository level, where capturing architectural patterns and cross-module interactions is essential.
</p>
<p style="font-size: 1.1rem; line-height: 1.8; margin-top: 1rem;">
<strong>CodeWiki</strong> is the first open-source framework for holistic repository-level documentation across seven programming languages, introducing innovations in hierarchical decomposition, recursive agentic processing, and multi-modal synthesis.
</p>
<div class="stats-grid">
<div class="stat-card">
<div class="stat-number">68.79%</div>
<div class="stat-label">Quality Score (Proprietary Models)</div>
</div>
<div class="stat-card">
<div class="stat-number">64.80%</div>
<div class="stat-label">Quality Score (Open-Source Models)</div>
</div>
<div class="stat-card">
<div class="stat-number">7</div>
<div class="stat-label">Programming Languages</div>
</div>
<div class="stat-card">
<div class="stat-number">1.4M</div>
<div class="stat-label">Max LOC Tested</div>
</div>
</div>
</section>
<!-- Architecture -->
<section id="architecture">
<h2>🏗️ Framework Architecture</h2>
<div class="architecture">
<img src="./img/framework-overview.png" alt="CodeWiki Framework Architecture" />
<p style="margin-top: 1.5rem; color: var(--text-light);">
<strong>Figure 1:</strong> CodeWiki Framework operates in three main phases: (1) Repository analysis and hierarchical decomposition,
(2) Recursive documentation generation with dynamic delegation, (3) Hierarchical assembly and synthesis
</p>
</div>
</section>
<!-- Key Features -->
<section id="features">
<h2>✨ Key Innovations</h2>
<div class="features-grid">
<div class="feature-card">
<div class="feature-icon">🔄</div>
<h3>Hierarchical Decomposition</h3>
<p>Dynamic programming-inspired strategy that breaks complex repositories into manageable modules while preserving architectural coherence. Handles codebases from 86K to 1.4M lines of code.</p>
</div>
<div class="feature-card">
<div class="feature-icon">🤖</div>
<h3>Recursive Agentic System</h3>
<p>Multi-agent architecture with dynamic delegation capabilities that enables adaptive processing based on module complexity, maintaining quality at repository-level scope.</p>
</div>
<div class="feature-card">
<div class="feature-icon">📊</div>
<h3>Multi-Modal Synthesis</h3>
<p>Generates comprehensive documentation including textual descriptions, architecture diagrams, data flows, and sequence diagrams for holistic understanding.</p>
</div>
</div>
<h3 style="margin-top: 3rem;">🌐 Multilingual Support</h3>
<div class="languages">
<span class="language-tag">🐍 Python</span>
<span class="language-tag">☕ Java</span>
<span class="language-tag">📜 JavaScript</span>
<span class="language-tag">📘 TypeScript</span>
<span class="language-tag">🔧 C</span>
<span class="language-tag">⚙️ C++</span>
<span class="language-tag">💎 C#</span>
</div>
</section>
<!-- Results -->
<section id="results">
<h2>📊 Experimental Results</h2>
<p style="font-size: 1.1rem; margin-bottom: 2rem;">
Evaluated on <strong>CodeWikiBench</strong>, the first benchmark specifically designed for repository-level documentation quality assessment across 21 repositories.
</p>
<h3>Performance by Language Category</h3>
<table>
<thead>
<tr>
<th>Language Category</th>
<th>CodeWiki (Sonnet-4)</th>
<th>DeepWiki</th>
<th>Improvement</th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>High-Level (Python, JS, TS)</strong></td>
<td><span class="success">79.14%</span></td>
<td>68.67%</td>
<td><span class="success">+10.47%</span></td>
</tr>
<tr>
<td><strong>Managed (C#, Java)</strong></td>
<td><span class="success">68.84%</span></td>
<td>64.80%</td>
<td><span class="success">+4.04%</span></td>
</tr>
<tr>
<td><strong>Systems (C, C++)</strong></td>
<td>53.24%</td>
<td>56.39%</td>
<td>-3.15%</td>
</tr>
<tr style="background: var(--light-bg); font-weight: bold;">
<td><strong>Overall Average</strong></td>
<td><span class="success">68.79%</span></td>
<td>64.06%</td>
<td><span class="success">+4.73%</span></td>
</tr>
</tbody>
</table>
<h3 style="margin-top: 3rem;">Results on Representative Repositories</h3>
<table>
<thead>
<tr>
<th>Repository</th>
<th>Language</th>
<th>LOC</th>
<th>CodeWiki</th>
<th>DeepWiki</th>
<th>Improvement</th>
</tr>
</thead>
<tbody>
<tr>
<td>All-Hands-AI--OpenHands</td>
<td>Python</td>
<td>229K</td>
<td><span class="success">82.45%</span></td>
<td>73.04%</td>
<td><span class="success">+9.41%</span></td>
</tr>
<tr>
<td>puppeteer--puppeteer</td>
<td>TypeScript</td>
<td>136K</td>
<td><span class="success">83.00%</span></td>
<td>64.46%</td>
<td><span class="success">+18.54%</span></td>
</tr>
<tr>
<td>sveltejs--svelte</td>
<td>JavaScript</td>
<td>125K</td>
<td><span class="success">71.96%</span></td>
<td>68.51%</td>
<td><span class="success">+3.45%</span></td>
</tr>
<tr>
<td>Unity-Technologies--ml-agents</td>
<td>C#</td>
<td>86K</td>
<td><span class="success">79.78%</span></td>
<td>74.80%</td>
<td><span class="success">+4.98%</span></td>
</tr>
<tr>
<td>elastic--logstash</td>
<td>Java</td>
<td>117K</td>
<td><span class="success">57.90%</span></td>
<td>54.80%</td>
<td><span class="success">+3.10%</span></td>
</tr>
</tbody>
</table>
<p style="margin-top: 1.5rem; font-style: italic; color: var(--text-light);">
View comprehensive results for all 21 repositories in our <a href="https://arxiv.org/abs/2510.24428" target="_blank">paper</a>.
</p>
</section>
<!-- Demo Video -->
<section id="demo">
<h2>🎥 Demo Video</h2>
<p style="font-size: 1.1rem; margin-bottom: 2rem;">
Watch CodeWiki in action as it generates comprehensive documentation for a real repository:
</p>
<!-- Placeholder for video - replace with actual video embed when available -->
<div style="background: var(--light-bg); padding: 3rem; text-align: center; border-radius: 10px; border: 2px dashed var(--border-color);">
<img src="https://github.com/FSoft-AI4Code/CodeWiki/releases/download/assets/cli-usage-example.gif" alt="CLI Usage Example" style="max-width: 100%; border-radius: 8px; box-shadow: 0 4px 20px rgba(0,0,0,0.1);" />
<p style="margin-top: 1.5rem; color: var(--text-light);">
<strong>CLI Usage Example:</strong> Generating documentation with CodeWiki
</p>
</div>
<div style="margin-top: 2rem; text-align: center;">
<a href="https://fsoft-ai4code.github.io/codewiki-demo/" class="btn btn-primary" target="_blank">
View Live Demo
</a>
</div>
</section>
<!-- Installation -->
<section id="installation">
<h2>🚀 Installation & Quick Start</h2>
<h3>Prerequisites</h3>
<ul style="margin: 1rem 0 2rem 2rem; line-height: 2;">
<li>Python 3.12+</li>
<li>Node.js (for Mermaid diagram validation)</li>
<li>LLM API access (Anthropic Claude, OpenAI, etc.)</li>
</ul>
<h3>Installation</h3>
<pre><code># Install from source
pip install git+https://github.com/FSoft-AI4Code/CodeWiki.git
# Verify installation
codewiki --version</code></pre>
<h3>Quick Start</h3>
<p><strong>1. Configure CodeWiki:</strong></p>
<pre><code>codewiki config set \
--api-key YOUR_API_KEY \
--base-url https://api.anthropic.com \
--main-model claude-sonnet-4 \
--cluster-model claude-sonnet-4
# Verify configuration
codewiki config show
codewiki config validate</code></pre>
<p><strong>2. Generate Documentation:</strong></p>
<pre><code># Navigate to your project
cd /path/to/your/project
# Generate documentation (saved to ./docs/)
codewiki generate
# Generate with GitHub Pages HTML viewer
codewiki generate --github-pages
# Full-featured generation
codewiki generate --create-branch --github-pages --verbose</code></pre>
<h3>Output Structure</h3>
<pre><code>./docs/
├── overview.md # Repository overview (start here!)
├── module1.md # Module documentation
├── module2.md # Additional modules...
├── module_tree.json # Hierarchical module structure
├── first_module_tree.json # Initial clustering result
├── metadata.json # Generation metadata
└── index.html # Interactive viewer (with --github-pages)</code></pre>
</section>
<!-- Citation -->
<section id="citation">
<h2>📚 Citation</h2>
<p style="margin-bottom: 1.5rem;">If you use CodeWiki in your research, please cite our paper:</p>
<pre><code>@misc{hoang2025codewikievaluatingaisability,
title={CodeWiki: Evaluating AI's Ability to Generate Holistic
Documentation for Large-Scale Codebases},
author={Anh Nguyen Hoang and Minh Le-Anh and Bach Le
and Nghi D. Q. Bui},
year={2025},
eprint={2510.24428},
archivePrefix={arXiv},
primaryClass={cs.SE},
url={https://arxiv.org/abs/2510.24428},
}</code></pre>
</section>
<!-- Resources -->
<section id="resources">
<h2>🔗 Resources</h2>
<div class="features-grid">
<div class="feature-card">
<div class="feature-icon">📄</div>
<h3>Research Paper</h3>
<p>Read the full paper on arXiv</p>
<a href="https://arxiv.org/abs/2510.24428" target="_blank" class="btn btn-primary" style="margin-top: 1rem; display: inline-block;">
arXiv
</a>
</div>
<div class="feature-card">
<div class="feature-icon">💻</div>
<h3>GitHub Repository</h3>
<p>Access source code and contribute</p>
<a href="https://github.com/FSoft-AI4Code/CodeWiki" target="_blank" class="btn btn-primary" style="margin-top: 1rem; display: inline-block;">
GitHub
</a>
</div>
<div class="feature-card">
<div class="feature-icon">🎯</div>
<h3>CodeWikiBench</h3>
<p>First repository-level doc benchmark</p>
<a href="https://github.com/FSoft-AI4Code/CodeWikiBench" target="_blank" class="btn btn-primary" style="margin-top: 1rem; display: inline-block;">
Benchmark
</a>
</div>
<div class="feature-card">
<div class="feature-icon">🌐</div>
<h3>Live Demo</h3>
<p>View generated documentation examples</p>
<a href="https://fsoft-ai4code.github.io/codewiki-demo/" target="_blank" class="btn btn-primary" style="margin-top: 1rem; display: inline-block;">
Demo
</a>
</div>
<div class="feature-card">
<div class="feature-icon">🐳</div>
<h3>Docker Deployment</h3>
<p>Containerized deployment guide</p>
<a href="https://github.com/FSoft-AI4Code/CodeWiki/blob/main/docker/DOCKER_README.md" target="_blank" class="btn btn-primary" style="margin-top: 1rem; display: inline-block;">
Docker Guide
</a>
</div>
<div class="feature-card">
<div class="feature-icon">📖</div>
<h3>Development Guide</h3>
<p>Contributing and architecture details</p>
<a href="https://github.com/FSoft-AI4Code/CodeWiki/blob/main/DEVELOPMENT.md" target="_blank" class="btn btn-primary" style="margin-top: 1rem; display: inline-block;">
Dev Guide
</a>
</div>
</div>
</section>
</div>
<!-- Footer -->
<footer>
<div class="footer-links">
<a href="https://github.com/FSoft-AI4Code/CodeWiki" target="_blank">GitHub</a>
<a href="https://arxiv.org/abs/2510.24428" target="_blank">Paper</a>
<a href="https://fsoft-ai4code.github.io/codewiki-demo/" target="_blank">Demo</a>
<a href="https://github.com/FSoft-AI4Code/CodeWikiBench" target="_blank">Benchmark</a>
</div>
<p style="opacity: 0.8; margin-bottom: 0.5rem;">
Made with ❤️ by the CodeWiki Team
</p>
</footer>
</body>
</html>