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Dockerfile

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+# Simple static server using Python for Hugging Face Spaces (Docker SDK)
+FROM python:3.11-slim
+
+ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONUNBUFFERED=1
+ENV PORT=7860
+
+WORKDIR /app
+COPY . /app
+
+EXPOSE 7860
+
+# Serve static files from /app at $PORT
+CMD ["/bin/sh", "-lc", "python -m http.server ${PORT:-7860}"]

assets/app.js

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+// Enhanced theme toggle with smooth transitions
+const toggle = document.getElementById('themeToggle');
+const root = document.documentElement;
+const saved = localStorage.getItem('theme') || 'dark';
+
+// Apply saved theme
+if (saved === 'light') {
+  document.documentElement.classList.remove('dark');
+} else {
+  document.documentElement.classList.add('dark');
+}
+
+// Update theme toggle icon
+const updateThemeIcon = () => {
+  const icon = toggle?.querySelector('i');
+  if (icon) {
+    icon.setAttribute('data-lucide', document.documentElement.classList.contains('dark') ? 'sun-medium' : 'moon');
+    if (window.lucide) {
+      lucide.createIcons();
+    }
+  }
+};
+
+// Initialize theme icon
+updateThemeIcon();
+
+toggle?.addEventListener('click', () => {
+  const isDark = document.documentElement.classList.toggle('dark');
+  localStorage.setItem('theme', isDark ? 'dark' : 'light');
+  updateThemeIcon();
+  
+  // Add smooth transition effect
+  document.body.style.transition = 'background-color 0.3s ease, color 0.3s ease';
+  setTimeout(() => {
+    document.body.style.transition = '';
+  }, 300);
+});
+
+// Enhanced tabs logic with smooth transitions and ARIA support
+document.querySelectorAll('.tab').forEach(btn => {
+  btn.addEventListener('click', () => {
+    // Remove active class and ARIA attributes from all tabs
+    document.querySelectorAll('.tab').forEach(b => {
+      b.classList.remove('active');
+      b.setAttribute('aria-selected', 'false');
+    });
+    
+    // Add active class and ARIA attributes to clicked tab
+    btn.classList.add('active');
+    btn.setAttribute('aria-selected', 'true');
+    
+    // Get target diagram
+    const target = btn.getAttribute('data-target');
+    const targetDiagram = document.querySelector(target);
+    
+    if (targetDiagram) {
+      // Hide all diagrams completely and update ARIA
+      document.querySelectorAll('.diagram').forEach(d => {
+        d.style.opacity = '0';
+        d.style.transform = 'translateY(20px)';
+        d.style.display = 'none';
+        d.setAttribute('aria-hidden', 'true');
+        d.classList.remove('visible');
+      });
+      
+      // Show target diagram with fade in and update ARIA
+      setTimeout(() => {
+        targetDiagram.style.display = 'block';
+        targetDiagram.classList.add('visible');
+        targetDiagram.style.opacity = '1';
+        targetDiagram.style.transform = 'translateY(0)';
+        targetDiagram.setAttribute('aria-hidden', 'false');
+      }, 150);
+    }
+  });
+});
+
+// Initialize first tab as active and show first diagram
+document.addEventListener('DOMContentLoaded', () => {
+  // Hide all diagrams except the first one
+  document.querySelectorAll('.diagram').forEach((diagram, index) => {
+    if (index === 0) {
+      // First diagram should be visible
+      diagram.style.display = 'block';
+      diagram.style.opacity = '1';
+      diagram.style.transform = 'translateY(0)';
+      diagram.classList.add('visible');
+      diagram.setAttribute('aria-hidden', 'false');
+    } else {
+      // Other diagrams should be hidden
+      diagram.style.display = 'none';
+      diagram.style.opacity = '0';
+      diagram.style.transform = 'translateY(20px)';
+      diagram.classList.remove('visible');
+      diagram.setAttribute('aria-hidden', 'true');
+    }
+  });
+  
+  // Ensure Mermaid diagrams are properly initialized
+  if (window.mermaid) {
+    mermaid.init(undefined, document.querySelectorAll('.mermaid'));
+  }
+});
+
+// Enhanced metric counters with better performance
+const counters = document.querySelectorAll('.metric-value');
+const easeOutCubic = t => 1 - Math.pow(1 - t, 3);
+const easeOutQuart = t => 1 - Math.pow(1 - t, 4);
+
+const animateCount = (el, to, duration = 1200) => {
+  const start = performance.now();
+  const from = 0;
+  const isLargeNumber = to > 1000;
+  const easing = isLargeNumber ? easeOutQuart : easeOutCubic;
+  
+  // Ensure the element has proper positioning
+  el.style.position = 'relative';
+  el.style.zIndex = '2';
+  el.style.width = '100%';
+  el.style.textAlign = 'center';
+  el.style.display = 'block';
+  
+  const step = (now) => {
+    const p = Math.min(1, (now - start) / duration);
+    const v = Math.floor(from + (to - from) * easing(p));
+    
+    // Format number with appropriate separators
+    if (to >= 1000000) {
+      el.textContent = (v / 1000000).toFixed(1) + 'M';
+    } else if (to >= 1000) {
+      el.textContent = (v / 1000).toFixed(1) + 'K';
+    } else {
+      el.textContent = v.toLocaleString();
+    }
+    
+    if (p < 1) {
+      requestAnimationFrame(step);
+    } else {
+      // Ensure final value is exact
+      if (to >= 1000000) {
+        el.textContent = (to / 1000000).toFixed(1) + 'M';
+      } else if (to >= 1000) {
+        el.textContent = (to / 1000).toFixed(1) + 'K';
+      } else {
+        el.textContent = to.toLocaleString();
+      }
+    }
+  };
+  requestAnimationFrame(step);
+};
+
+// Enhanced intersection observer with better performance
+const observer = new IntersectionObserver(entries => {
+  entries.forEach(e => {
+    if (e.isIntersecting) {
+      const el = e.target;
+      const count = parseInt(el.dataset.count, 10) || 0;
+      
+      // Add loading state
+      el.classList.add('loading');
+      
+      // Animate with slight delay for better visual effect
+      setTimeout(() => {
+        animateCount(el, count);
+        el.classList.remove('loading');
+      }, 200);
+      
+      observer.unobserve(el);
+    }
+  });
+}, { 
+  threshold: 0.3,
+  rootMargin: '0px 0px -50px 0px'
+});
+
+// Observe counters
+counters.forEach(c => observer.observe(c));
+
+// Enhanced VanillaTilt initialization with error handling
+const initTilt = () => {
+  if (window.VanillaTilt) {
+    try {
+      document.querySelectorAll('[data-tilt]').forEach(el => {
+        VanillaTilt.init(el, { 
+          max: 6, 
+          speed: 400, 
+          glare: true, 
+          'max-glare': 0.1,
+          scale: 1.02,
+          gyroscope: false
+        });
+      });
+    } catch (error) {
+      console.warn('VanillaTilt initialization failed:', error);
+    }
+  }
+};
+
+// Initialize tilt effects
+initTilt();
+
+// Smooth scrolling for navigation links
+document.querySelectorAll('a[href^="#"]').forEach(link => {
+  link.addEventListener('click', (e) => {
+    e.preventDefault();
+    const targetId = link.getAttribute('href');
+    const targetElement = document.querySelector(targetId);
+    
+    if (targetElement) {
+      const headerHeight = document.querySelector('header')?.offsetHeight || 0;
+      const targetPosition = targetElement.offsetTop - headerHeight - 20;
+      
+      window.scrollTo({
+        top: targetPosition,
+        behavior: 'smooth'
+      });
+    }
+  });
+});
+
+// Enhanced error handling for external resources
+const handleResourceError = (resource, fallback) => {
+  resource.addEventListener('error', () => {
+    console.warn(`Failed to load resource, using fallback`);
+    if (fallback) {
+      resource.src = fallback;
+    }
+  });
+};
+
+// Handle external script loading errors
+window.addEventListener('error', (e) => {
+  if (e.target.tagName === 'SCRIPT' && e.target.src) {
+    console.warn(`Script failed to load: ${e.target.src}`);
+  }
+});
+
+// Performance monitoring
+const logPerformance = () => {
+  if ('performance' in window) {
+    window.addEventListener('load', () => {
+      setTimeout(() => {
+        const perfData = performance.getEntriesByType('navigation')[0];
+        console.log(`Page load time: ${perfData.loadEventEnd - perfData.loadEventStart}ms`);
+      }, 0);
+    });
+  }
+};
+
+// Initialize performance monitoring
+logPerformance();
+
+// Add keyboard navigation support
+document.addEventListener('keydown', (e) => {
+  // Tab navigation for architecture tabs
+  if (e.key === 'ArrowLeft' || e.key === 'ArrowRight') {
+    const activeTab = document.querySelector('.tab.active');
+    if (activeTab) {
+      const tabs = Array.from(document.querySelectorAll('.tab'));
+      const currentIndex = tabs.indexOf(activeTab);
+      let nextIndex;
+      
+      if (e.key === 'ArrowLeft') {
+        nextIndex = currentIndex > 0 ? currentIndex - 1 : tabs.length - 1;
+      } else {
+        nextIndex = currentIndex < tabs.length - 1 ? currentIndex + 1 : 0;
+      }
+      
+      tabs[nextIndex].click();
+      tabs[nextIndex].focus();
+    }
+  }
+});
+
+// Add loading states for dynamic content
+const addLoadingState = (element, duration = 1000) => {
+  element.classList.add('loading');
+  setTimeout(() => {
+    element.classList.remove('loading');
+  }, duration);
+};
+
+// Initialize all interactive elements
+document.addEventListener('DOMContentLoaded', () => {
+  // Add loading states to cards that might load content dynamically
+  document.querySelectorAll('.card').forEach(card => {
+    card.addEventListener('mouseenter', () => {
+      addLoadingState(card, 500);
+    });
+  });
+  
+  // Initialize tooltips for chips
+  document.querySelectorAll('.chip').forEach(chip => {
+    chip.setAttribute('title', chip.textContent);
+  });
+});

assets/styles.css

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+/* Custom styles and utilities beyond Tailwind */
+:root { 
+  --ring: 0 0% 100%;
+  --shadow-glow: 0 0 20px rgba(99,102,241,0.3), 0 0 40px rgba(99,102,241,0.2);
+}
+
+/* Fallback styles in case Tailwind doesn't load */
+body {
+  font-family: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
+  background-color: #0f172a;
+  color: #f1f5f9;
+  line-height: 1.6;
+  margin: 0;
+  padding: 0;
+}
+
+/* Global text justification */
+p, li, div {
+  text-align: justify;
+  text-justify: inter-word;
+}
+
+/* Override for specific elements that should be left-aligned */
+.btn-primary, .btn-secondary, .btn-ghost,
+.tab, .chip, .metric-value, .metric-label {
+  text-align: left;
+}
+
+/* Ensure h2 headers in section headers are centered */
+.section-header h2 {
+  text-align: center !important;
+}
+
+/* Add proper margins to main content */
+.container {
+  margin-left: auto;
+  margin-right: auto;
+  padding-left: 2rem;
+  padding-right: 2rem;
+}
+
+@media (max-width: 768px) {
+  .container {
+    padding-left: 1rem;
+    padding-right: 1rem;
+  }
+}
+
+h1, h3, h5, h6 {
+  font-weight: 700;
+  line-height: 1.2;
+  margin: 0 0 1rem 0;
+}
+
+/* Ensure card titles have proper styling */
+.card-title {
+  font-weight: 600 !important;
+  font-size: 1.125rem !important;
+  line-height: 1.4 !important;
+  margin-bottom: 0.75rem !important;
+  color: #f1f5f9 !important;
+  text-align: left !important;
+}
+
+h1 { font-size: 2.5rem; }
+h3 { font-size: 1.5rem; }
+
+/* Only apply basic h2 styles to non-section-header h2s */
+h2:not(.section-header h2) {
+  font-size: 2rem;
+  font-weight: 700;
+  line-height: 1.2;
+  margin: 0 0 1rem 0;
+}
+
+/* Override any conflicting h2 styles for section headers */
+.section-header h2 {
+  font-size: 3rem !important;
+  font-weight: 800 !important;
+  line-height: 1.2 !important;
+  margin: 0 0 1rem 0 !important;
+  text-align: center !important;
+}
+
+@media (min-width: 1024px) {
+  .section-header h2 {
+    font-size: 4rem !important;
+  }
+}
+
+section {
+  padding: 4rem 0;
+}
+
+.container {
+  max-width: 80rem;
+  margin: 0 auto;
+  padding: 0 1rem;
+}
+
+.grid {
+  display: grid;
+  gap: 1.5rem;
+}
+
+.grid.lg\\:grid-cols-2 {
+  grid-template-columns: 1fr;
+}
+
+@media (min-width: 1024px) {
+  .grid.lg\\:grid-cols-2 {
+    grid-template-columns: repeat(2, 1fr);
+  }
+}
+
+.grid.md\\:grid-cols-3 {
+  grid-template-columns: 1fr;
+}
+
+@media (min-width: 768px) {
+  .grid.md\\:grid-cols-3 {
+    grid-template-columns: repeat(3, 1fr);
+  }
+}
+
+.flex {
+  display: flex;
+}
+
+.items-center {
+  align-items: center;
+}
+
+.justify-between {
+  justify-content: space-between;
+}
+
+.gap-3 {
+  gap: 0.75rem;
+}
+
+.gap-6 {
+  gap: 1.5rem;
+}
+
+.gap-12 {
+  gap: 3rem;
+}
+
+.text-4xl {
+  font-size: 2.25rem;
+}
+
+.text-6xl {
+  font-size: 3.75rem;
+}
+
+.font-extrabold {
+  font-weight: 800;
+}
+
+.leading-tight {
+  line-height: 1.25;
+}
+
+.mt-5 {
+  margin-top: 1.25rem;
+}
+
+.mt-8 {
+  margin-top: 2rem;
+}
+
+.mt-6 {
+  margin-top: 1.5rem;
+}
+
+.text-slate-300 {
+  color: #cbd5e1;
+}
+
+.text-slate-400 {
+  color: #94a3b8;
+}
+
+.text-indigo-400 {
+  color: #818cf8;
+}
+
+.max-w-2xl {
+  max-width: 42rem;
+}
+
+.text-lg {
+  font-size: 1.125rem;
+}
+
+.text-sm {
+  font-size: 0.875rem;
+}
+
+.text-xs {
+  font-size: 0.75rem;
+}
+
+.hidden {
+  display: none;
+}
+
+@media (min-width: 640px) {
+  .sm\\:inline {
+    display: inline;
+  }
+}
+
+@media (min-width: 768px) {
+  .md\\:flex {
+    display: flex;
+  }
+}
+
+@media (min-width: 1024px) {
+  .lg\\:py-24 {
+    padding-top: 6rem;
+    padding-bottom: 6rem;
+  }
+  
+  .lg\\:text-6xl {
+    font-size: 3.75rem;
+  }
+}
+
+/* Base link styles */
+.link { 
+  color: rgb(165 180 252); 
+  transition: all 0.2s ease;
+}
+.link:hover { 
+  text-decoration: underline; 
+  color: rgb(129 140 248);
+}
+.btn-primary {
+  @apply inline-flex items-center gap-2 px-3 py-2 rounded-xl bg-indigo-500 hover:bg-indigo-400 text-white font-semibold shadow-glow transition;
+}
+.btn-secondary {
+  @apply inline-flex items-center gap-2 px-3 py-2 rounded-xl bg-slate-800 hover:bg-slate-700 text-slate-100 border border-white/10 transition;
+}
+.btn-ghost {
+  @apply inline-flex items-center gap-2 px-3 py-2 rounded-xl text-indigo-300 hover:text-white hover:bg-white/5 transition;
+}
+.btn-icon {
+  @apply inline-flex items-center justify-center w-10 h-10 rounded-xl bg-slate-800 hover:bg-slate-700 border border-white/10 transition;
+}
+.icon { width: 20px; height: 20px; }
+.section { @apply py-16 lg:py-24; }
+
+/* Reduce gap specifically between Architecture and Training sections */
+#architecture {
+  padding-bottom: 2rem !important;
+}
+
+#training {
+  padding-top: 2rem !important;
+}
+.container { @apply max-w-7xl mx-auto px-4; }
+.section-header h2 { 
+  @apply text-3xl lg:text-4xl font-extrabold; 
+  position: relative;
+  display: block;
+  text-align: center;
+  background: linear-gradient(135deg, #f1f5f9 0%, #818cf8 50%, #f1f5f9 100%);
+  background-size: 200% 200%;
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  background-clip: text;
+  animation: gradientShift 3s ease-in-out infinite;
+  text-shadow: 0 0 30px rgba(129, 140, 248, 0.3);
+  margin-bottom: 0.5rem;
+}
+
+.section-header h2::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: linear-gradient(135deg, #818cf8, #a855f7, #ec4899);
+  border-radius: 0.5rem;
+  padding: 0.25rem;
+  z-index: -1;
+  opacity: 0;
+  transition: opacity 0.3s ease;
+  animation: pulseGlow 2s ease-in-out infinite;
+}
+
+.section-header h2:hover::before {
+  opacity: 0.1;
+}
+
+@keyframes gradientShift {
+  0%, 100% {
+    background-position: 0% 50%;
+  }
+  50% {
+    background-position: 100% 50%;
+  }
+}
+
+@keyframes pulseGlow {
+  0%, 100% {
+    box-shadow: 0 0 20px rgba(129, 140, 248, 0.2);
+  }
+  50% {
+    box-shadow: 0 0 40px rgba(129, 140, 248, 0.4);
+  }
+}
+.section-header p { 
+  color: #94a3b8;
+  font-size: 0.95rem;
+  line-height: 1.5;
+  font-style: italic;
+  text-align: left;
+  margin-top: 0.75rem;
+  margin-bottom: 0;
+  max-width: none;
+}
+
+.section-header {
+  text-align: left;
+  margin-bottom: 2.5rem;
+}
+.card {
+  @apply rounded-2xl bg-slate-900/60 border border-white/10 backdrop-blur;
+  transition: all 0.3s ease;
+  position: relative;
+  overflow: hidden;
+}
+
+.card::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  height: 2px;
+  background: linear-gradient(90deg, transparent, rgba(129, 140, 248, 0.5), transparent);
+  transform: translateX(-100%);
+  transition: transform 0.6s ease;
+}
+
+.card:hover::before {
+  transform: translateX(100%);
+}
+
+.card:hover {
+  transform: translateY(-4px);
+  border-color: rgba(129, 140, 248, 0.3);
+  box-shadow: 0 10px 30px rgba(0, 0, 0, 0.2);
+}
+.card.glass {
+  @apply bg-slate-900/50;
+}
+.card-body { @apply p-6; }
+.card-title { @apply text-lg font-semibold mb-2; }
+.feature {
+  @apply rounded-2xl p-6 bg-slate-900/60 border border-white/10 backdrop-blur;
+}
+.feature-icon { width: 28px; height: 28px; color: rgb(129 140 248); @apply mb-3; }
+.chip {
+  @apply inline-flex items-center px-4 py-2 rounded-full text-sm font-medium transition-all duration-300;
+  background: linear-gradient(135deg, rgba(129, 140, 248, 0.1), rgba(168, 85, 247, 0.1));
+  border: 1px solid rgba(129, 140, 248, 0.2);
+  color: #cbd5e1;
+  position: relative;
+  overflow: hidden;
+  backdrop-filter: blur(10px);
+  box-shadow: 0 2px 8px rgba(0, 0, 0, 0.1);
+}
+
+.chip::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: -100%;
+  width: 100%;
+  height: 100%;
+  background: linear-gradient(90deg, transparent, rgba(255, 255, 255, 0.1), transparent);
+  transition: left 0.5s ease;
+}
+
+.chip:hover::before {
+  left: 100%;
+}
+
+.chip:hover {
+  background: linear-gradient(135deg, rgba(129, 140, 248, 0.2), rgba(168, 85, 247, 0.2));
+  border-color: rgba(129, 140, 248, 0.4);
+  color: #f1f5f9;
+  transform: translateY(-2px);
+  box-shadow: 0 4px 15px rgba(129, 140, 248, 0.2);
+}
+
+.chip:active {
+  transform: translateY(0);
+  box-shadow: 0 2px 8px rgba(129, 140, 248, 0.3);
+}
+.tabs { 
+  @apply flex flex-wrap gap-3; 
+  justify-content: center;
+  margin-bottom: 2rem;
+}
+
+.tab {
+  @apply px-6 py-3 rounded-2xl bg-slate-800/50 border border-white/10 text-slate-200 transition-all duration-300;
+  position: relative;
+  overflow: hidden;
+  font-weight: 600;
+  font-size: 0.95rem;
+  min-width: 140px;
+  text-align: center;
+  backdrop-filter: blur(10px);
+}
+
+.tab::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: -100%;
+  width: 100%;
+  height: 100%;
+  background: linear-gradient(90deg, transparent, rgba(129, 140, 248, 0.2), transparent);
+  transition: left 0.6s ease;
+}
+
+.tab:hover::before {
+  left: 100%;
+}
+
+.tab:hover {
+  transform: translateY(-2px);
+  border-color: rgba(129, 140, 248, 0.3);
+  box-shadow: 0 8px 25px rgba(129, 140, 248, 0.15);
+  background: rgba(129, 140, 248, 0.1);
+}
+
+.tab.active { 
+  @apply bg-gradient-to-r from-indigo-500/30 to-purple-500/30 border-indigo-400/60 text-indigo-100;
+  transform: translateY(-2px);
+  box-shadow: 0 10px 30px rgba(129, 140, 248, 0.3);
+  background: linear-gradient(135deg, rgba(129, 140, 248, 0.2), rgba(168, 85, 247, 0.2));
+}
+
+.tab.active::after {
+  content: '';
+  position: absolute;
+  bottom: 0;
+  left: 50%;
+  transform: translateX(-50%);
+  width: 60%;
+  height: 3px;
+  background: linear-gradient(90deg, #818cf8, #a855f7);
+  border-radius: 2px;
+  animation: pulseGlow 2s ease-in-out infinite;
+}
+.diagram { 
+  display: none;
+  opacity: 0;
+  transform: translateY(20px);
+  transition: all 0.3s ease;
+  min-height: 300px;
+  margin: 0;
+  padding: 0;
+}
+
+.diagram.visible { 
+  display: block;
+  opacity: 1;
+  transform: translateY(0);
+}
+pre.mermaid { 
+  @apply rounded-2xl bg-slate-900/70 border border-white/10 p-4 overflow-auto; 
+  text-align: center;
+  display: flex;
+  justify-content: center;
+  align-items: center;
+  min-height: 300px;
+}
+
+pre.mermaid svg {
+  max-width: 100%;
+  height: auto;
+  margin: 0 auto;
+  display: block;
+}
+
+/* Ensure Mermaid diagrams are properly centered */
+.diagram.visible {
+  display: block;
+  width: 100%;
+}
+
+.diagram pre.mermaid {
+  width: 100%;
+  max-width: 100%;
+}
+.metric { @apply bg-slate-900/60 border border-white/10 rounded-2xl p-6 text-center; }
+.metric-value { @apply text-4xl font-extrabold text-indigo-300; }
+.metric-label { @apply text-slate-400 mt-1; }
+.list { 
+  @apply pl-5 space-y-2 text-slate-300; 
+  list-style: none;
+}
+
+.list li {
+  position: relative;
+  padding-left: 1.5rem;
+  line-height: 1.6;
+  transition: all 0.2s ease;
+}
+
+.list li::before {
+  content: '▶';
+  position: absolute;
+  left: 0;
+  top: 0;
+  color: #818cf8;
+  font-size: 0.75rem;
+  transition: all 0.2s ease;
+}
+
+.list li:hover {
+  color: #f1f5f9;
+  transform: translateX(4px);
+}
+
+.list li:hover::before {
+  color: #a855f7;
+  transform: scale(1.2);
+}
+.avatar { 
+  @apply rounded-2xl bg-slate-800 border border-white/10 p-6 text-center font-semibold; 
+  transition: all 0.3s ease;
+  position: relative;
+  overflow: hidden;
+  min-width: 120px;
+  min-height: 80px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+}
+
+.avatar::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: -100%;
+  width: 100%;
+  height: 100%;
+  background: linear-gradient(90deg, transparent, rgba(129, 140, 248, 0.2), transparent);
+  transition: left 0.6s ease;
+}
+
+.avatar:hover::before {
+  left: 100%;
+}
+
+.avatar:hover {
+  transform: translateY(-4px);
+  border-color: rgba(129, 140, 248, 0.4);
+  box-shadow: 0 10px 25px rgba(129, 140, 248, 0.2);
+  background: linear-gradient(135deg, rgba(129, 140, 248, 0.1), rgba(168, 85, 247, 0.1));
+}
+
+/* Enhanced Team section styling */
+#team .container {
+  text-align: center;
+}
+
+.team-info {
+  margin-top: 2rem;
+}
+
+.university-info {
+  margin-bottom: 3rem;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 0.5rem;
+}
+
+.university-name {
+  font-size: 1.5rem;
+  font-weight: 700;
+  background: linear-gradient(135deg, #818cf8, #a855f7, #ec4899);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  background-clip: text;
+  animation: gradientShift 3s ease-in-out infinite;
+  text-shadow: 0 0 20px rgba(129, 140, 248, 0.3);
+}
+
+.course-code {
+  font-size: 1.1rem;
+  font-weight: 600;
+  color: #94a3b8;
+  background: rgba(129, 140, 248, 0.1);
+  padding: 0.5rem 1rem;
+  border-radius: 1rem;
+  border: 1px solid rgba(129, 140, 248, 0.2);
+  display: inline-block;
+}
+
+.team-members {
+  display: flex;
+  justify-content: center;
+  flex-wrap: wrap;
+  gap: 1.5rem;
+  margin-top: 2rem;
+}
+
+.member-card {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 0.75rem;
+  padding: 1.5rem;
+  background: rgba(15, 23, 42, 0.6);
+  border: 1px solid rgba(255, 255, 255, 0.1);
+  border-radius: 1rem;
+  transition: all 0.3s ease;
+  position: relative;
+  overflow: hidden;
+  min-width: 120px;
+  backdrop-filter: blur(10px);
+}
+
+.member-card::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: -100%;
+  width: 100%;
+  height: 100%;
+  background: linear-gradient(90deg, transparent, rgba(129, 140, 248, 0.1), transparent);
+  transition: left 0.6s ease;
+}
+
+.member-card:hover::before {
+  left: 100%;
+}
+
+.member-card:hover {
+  transform: translateY(-5px);
+  border-color: rgba(129, 140, 248, 0.4);
+  box-shadow: 0 15px 35px rgba(129, 140, 248, 0.2);
+  background: rgba(129, 140, 248, 0.05);
+}
+
+.member-avatar {
+  width: 60px;
+  height: 60px;
+  border-radius: 50%;
+  background: linear-gradient(135deg, #818cf8, #a855f7);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 1.5rem;
+  font-weight: 700;
+  color: white;
+  text-shadow: 0 2px 4px rgba(0, 0, 0, 0.3);
+  box-shadow: 0 8px 20px rgba(129, 140, 248, 0.3);
+  transition: all 0.3s ease;
+}
+
+.member-card:hover .member-avatar {
+  transform: scale(1.1);
+  box-shadow: 0 12px 25px rgba(129, 140, 248, 0.4);
+}
+
+.member-name {
+  font-size: 1rem;
+  font-weight: 600;
+  color: #e2e8f0;
+  transition: color 0.3s ease;
+}
+
+.member-card:hover .member-name {
+  color: #818cf8;
+}
+
+/* Responsive design for team members */
+@media (max-width: 768px) {
+  .team-members {
+    gap: 1rem;
+  }
+  
+  .member-card {
+    padding: 1rem;
+    min-width: 100px;
+  }
+  
+  .member-avatar {
+    width: 50px;
+    height: 50px;
+    font-size: 1.25rem;
+  }
+  
+  .university-name {
+    font-size: 1.25rem;
+  }
+}
+/* Enhanced shadow and animation utilities */
+.shadow-glow { 
+  box-shadow: var(--shadow-glow);
+  transition: box-shadow 0.3s ease;
+}
+.shadow-glow:hover {
+  box-shadow: 0 0 30px rgba(99,102,241,0.4), 0 0 60px rgba(99,102,241,0.3);
+}
+
+.animate-pulse-slow { 
+  animation: pulse-slow 8s ease-in-out infinite; 
+}
+
+@keyframes pulse-slow {
+  0%, 100% { transform: scale(1); opacity: .7; }
+  50% { transform: scale(1.05); opacity: 1; }
+}
+
+/* Additional animations */
+@keyframes fadeInUp {
+  from {
+    opacity: 0;
+    transform: translateY(30px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@keyframes slideInRight {
+  from {
+    opacity: 0;
+    transform: translateX(30px);
+  }
+  to {
+    opacity: 1;
+    transform: translateX(0);
+  }
+}
+
+.animate-fade-in-up {
+  animation: fadeInUp 0.6s ease-out;
+}
+
+.animate-slide-in-right {
+  animation: slideInRight 0.6s ease-out;
+}
+
+/* Enhanced button states */
+.btn-primary:active {
+  transform: translateY(1px);
+  box-shadow: 0 5px 15px rgba(99,102,241,0.3);
+}
+
+.btn-secondary:active {
+  transform: translateY(1px);
+}
+
+.btn-ghost:active {
+  transform: translateY(1px);
+}
+
+/* Enhanced card interactions */
+.card {
+  transition: all 0.3s ease;
+}
+
+.card:hover {
+  transform: translateY(-2px);
+  box-shadow: 0 20px 40px rgba(0,0,0,0.3);
+}
+
+.card.glass:hover {
+  background: rgba(15, 23, 42, 0.7);
+  backdrop-filter: blur(20px);
+}
+
+/* Enhanced feature cards */
+.feature {
+  transition: all 0.3s ease;
+}
+
+.feature:hover {
+  transform: translateY(-4px);
+  background: rgba(15, 23, 42, 0.8);
+  border-color: rgba(99, 102, 241, 0.3);
+}
+
+.feature-icon {
+  transition: all 0.3s ease;
+}
+
+.feature:hover .feature-icon {
+  color: rgb(99, 102, 241);
+  transform: scale(1.1);
+}
+
+/* Enhanced chip interactions */
+.chip {
+  transition: all 0.2s ease;
+}
+
+.chip:hover {
+  background: rgba(99, 102, 241, 0.1);
+  border-color: rgba(99, 102, 241, 0.3);
+  color: rgb(129, 140, 248);
+  transform: translateY(-1px);
+}
+
+/* Enhanced tab interactions */
+.tab {
+  transition: all 0.2s ease;
+  position: relative;
+  overflow: hidden;
+}
+
+.tab::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: -100%;
+  width: 100%;
+  height: 100%;
+  background: linear-gradient(90deg, transparent, rgba(255,255,255,0.1), transparent);
+  transition: left 0.5s ease;
+}
+
+.tab:hover::before {
+  left: 100%;
+}
+
+.tab:hover {
+  transform: translateY(-1px);
+}
+
+.tab.active {
+  background: linear-gradient(135deg, rgba(99, 102, 241, 0.2), rgba(79, 70, 229, 0.1));
+  box-shadow: 0 4px 15px rgba(99, 102, 241, 0.2);
+}
+
+/* Enhanced diagram styling */
+pre.mermaid {
+  transition: all 0.3s ease;
+  position: relative;
+}
+
+pre.mermaid:hover {
+  border-color: rgba(99, 102, 241, 0.3);
+  box-shadow: 0 10px 30px rgba(0,0,0,0.2);
+}
+
+/* Enhanced metric cards */
+.metric {
+  transition: all 0.3s ease;
+  position: relative;
+  overflow: hidden;
+  background: rgba(15, 23, 42, 0.6);
+  border: 1px solid rgba(255, 255, 255, 0.1);
+  border-radius: 1rem;
+  padding: 1.5rem;
+  text-align: center;
+  min-height: 120px;
+  display: flex;
+  flex-direction: column;
+  justify-content: center;
+  align-items: center;
+}
+
+.metric::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  height: 2px;
+  background: linear-gradient(90deg, transparent, rgb(99, 102, 241), transparent);
+  transform: translateX(-100%);
+  transition: transform 0.6s ease;
+}
+
+.metric:hover::before {
+  transform: translateX(100%);
+}
+
+.metric:hover {
+  transform: translateY(-4px);
+  border-color: rgba(99, 102, 241, 0.4);
+  background: rgba(15, 23, 42, 0.8);
+  box-shadow: 0 10px 30px rgba(99, 102, 241, 0.2);
+}
+
+.metric-value {
+  transition: all 0.3s ease;
+  font-size: 2.5rem;
+  font-weight: 800;
+  color: rgb(129, 140, 248);
+  margin: 0;
+  text-align: center;
+  width: 100%;
+  display: block;
+  position: relative;
+  z-index: 2;
+}
+
+.metric:hover .metric-value {
+  color: rgb(99, 102, 241);
+  transform: scale(1.1);
+  text-shadow: 0 0 20px rgba(99, 102, 241, 0.5);
+}
+
+.metric-label {
+  transition: all 0.3s ease;
+  color: rgb(148, 163, 184);
+  font-size: 0.875rem;
+  font-weight: 500;
+  margin-top: 0.5rem;
+  text-align: center;
+  width: 100%;
+  position: relative;
+  z-index: 2;
+}
+
+.metric:hover .metric-label {
+  color: rgb(203, 213, 225);
+  transform: translateY(-2px);
+}
+
+/* Add a subtle glow effect on hover */
+.metric::after {
+  content: '';
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 0;
+  height: 0;
+  background: radial-gradient(circle, rgba(99, 102, 241, 0.1) 0%, transparent 70%);
+  border-radius: 50%;
+  transform: translate(-50%, -50%);
+  transition: all 0.3s ease;
+  z-index: 1;
+}
+
+.metric:hover::after {
+  width: 200px;
+  height: 200px;
+}
+
+/* Enhanced avatar styling */
+.avatar {
+  transition: all 0.3s ease;
+  position: relative;
+  overflow: hidden;
+}
+
+.avatar::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: linear-gradient(45deg, transparent, rgba(99, 102, 241, 0.1), transparent);
+  transform: translateX(-100%) translateY(-100%);
+  transition: transform 0.6s ease;
+}
+
+.avatar:hover::before {
+  transform: translateX(100%) translateY(100%);
+}
+
+.avatar:hover {
+  transform: translateY(-2px);
+  border-color: rgba(99, 102, 241, 0.3);
+  background: rgba(99, 102, 241, 0.05);
+}
+
+/* Enhanced text justification and spacing */
+.section p, .section li, .section div:not(.btn-primary):not(.btn-secondary):not(.btn-ghost):not(.tab):not(.chip):not(.metric-value):not(.metric-label) {
+  text-align: justify;
+  text-justify: inter-word;
+  hyphens: auto;
+}
+
+/* Ensure proper margins for all sections */
+.section {
+  margin-left: 2rem;
+  margin-right: 2rem;
+}
+
+@media (max-width: 768px) {
+  .section {
+    margin-left: 1rem;
+    margin-right: 1rem;
+  }
+}
+
+/* Enhanced responsive improvements */
+@media (max-width: 1024px) {
+  .container {
+    padding-left: 1rem;
+    padding-right: 1rem;
+  }
+  
+  .section {
+    padding-top: 4rem;
+    padding-bottom: 4rem;
+  }
+  
+  .section-header h2 {
+    font-size: 2.5rem;
+  }
+}
+
+@media (max-width: 768px) {
+  .section-header h2 {
+    font-size: 2rem;
+    line-height: 1.2;
+  }
+  
+  .section-header p {
+    font-size: 0.9rem;
+  }
+  
+  .card-body {
+    padding: 1rem;
+  }
+  
+  .feature {
+    padding: 1rem;
+  }
+  
+  .metric-value {
+    font-size: 2rem;
+  }
+  
+  .tabs {
+    flex-direction: column;
+    gap: 0.5rem;
+  }
+  
+  .tab {
+    text-align: center;
+    padding: 0.75rem 1rem;
+  }
+  
+  /* Hero section mobile improvements */
+  .hero h1 {
+    font-size: 2.5rem;
+    line-height: 1.1;
+  }
+  
+  .hero p {
+    font-size: 1rem;
+  }
+  
+  /* Button improvements for mobile */
+  .btn-primary,
+  .btn-secondary,
+  .btn-ghost {
+    padding: 0.75rem 1.5rem;
+    font-size: 0.9rem;
+  }
+  
+  /* Chip improvements for mobile */
+  .chip {
+    padding: 0.5rem 1rem;
+    font-size: 0.8rem;
+  }
+  
+  /* Diagram improvements for mobile */
+  pre.mermaid {
+    font-size: 0.8rem;
+    padding: 1rem;
+    overflow-x: auto;
+  }
+  
+  /* Metric cards mobile layout */
+  .metric {
+    padding: 1rem;
+  }
+  
+  .metric-value {
+    font-size: 1.75rem;
+  }
+  
+  /* Avatar improvements for mobile */
+  .avatar {
+    padding: 1rem;
+    font-size: 0.9rem;
+  }
+  
+  /* Navigation improvements */
+  nav {
+    display: none;
+  }
+  
+  /* Header mobile layout */
+  header .flex {
+    gap: 1rem;
+  }
+  
+  /* Feature grid mobile */
+  .grid.md\\:grid-cols-3 {
+    grid-template-columns: 1fr;
+    gap: 1rem;
+  }
+  
+  .grid.md\\:grid-cols-2 {
+    grid-template-columns: 1fr;
+    gap: 1rem;
+  }
+  
+  .grid.lg\\:grid-cols-2 {
+    grid-template-columns: 1fr;
+    gap: 1rem;
+  }
+  
+  .grid.lg\\:grid-cols-3 {
+    grid-template-columns: 1fr;
+    gap: 1rem;
+  }
+  
+  .grid.md\\:grid-cols-5 {
+    grid-template-columns: repeat(2, 1fr);
+    gap: 0.75rem;
+  }
+}
+
+@media (max-width: 480px) {
+  .container {
+    padding-left: 0.75rem;
+    padding-right: 0.75rem;
+  }
+  
+  .section {
+    padding-top: 3rem;
+    padding-bottom: 3rem;
+  }
+  
+  .section-header h2 {
+    font-size: 1.75rem;
+  }
+  
+  .hero h1 {
+    font-size: 2rem;
+  }
+  
+  .hero p {
+    font-size: 0.9rem;
+  }
+  
+  .btn-primary,
+  .btn-secondary,
+  .btn-ghost {
+    padding: 0.625rem 1.25rem;
+    font-size: 0.85rem;
+  }
+  
+  .chip {
+    padding: 0.375rem 0.75rem;
+    font-size: 0.75rem;
+  }
+  
+  .metric-value {
+    font-size: 1.5rem;
+  }
+  
+  .avatar {
+    padding: 0.75rem;
+    font-size: 0.8rem;
+  }
+  
+  .grid.md\\:grid-cols-5 {
+    grid-template-columns: 1fr;
+    gap: 0.5rem;
+  }
+  
+  /* Stack hero content vertically on very small screens */
+  .hero .grid {
+    grid-template-columns: 1fr;
+    gap: 2rem;
+  }
+  
+  .hero .grid > div:first-child {
+    order: 2;
+  }
+  
+  .hero .grid > div:last-child {
+    order: 1;
+  }
+}
+
+/* Print styles */
+@media print {
+  .btn-primary,
+  .btn-secondary,
+  .btn-ghost,
+  .btn-icon {
+    background: none !important;
+    color: black !important;
+    border: 1px solid black !important;
+  }
+  
+  .card,
+  .feature {
+    border: 1px solid #ccc !important;
+    background: white !important;
+  }
+  
+  .shadow-glow {
+    box-shadow: none !important;
+  }
+  
+  .animate-pulse-slow {
+    animation: none !important;
+  }
+}
+
+/* Focus states for accessibility */
+.btn-primary:focus,
+.btn-secondary:focus,
+.btn-ghost:focus,
+.tab:focus,
+.chip:focus {
+  outline: 2px solid rgb(99, 102, 241);
+  outline-offset: 2px;
+}
+
+/* Loading states */
+.loading {
+  position: relative;
+  overflow: hidden;
+}
+
+.loading::after {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: -100%;
+  width: 100%;
+  height: 100%;
+  background: linear-gradient(90deg, transparent, rgba(255,255,255,0.1), transparent);
+  animation: loading 1.5s infinite;
+}
+
+@keyframes loading {
+  0% { left: -100%; }
+  100% { left: 100%; }
+}

index.html

@@ -0,0 +1,479 @@
+<!DOCTYPE html>
+<html lang="en" class="scroll-smooth">
+<head>
+  <meta charset="UTF-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>MedAI — COS30018 Multi‑Agent Clinical Reasoning</title>
+  <meta name="description" content="Swinburne COS30018 MedAI — Multi‑Agent Clinical Reasoning System with Agentic RAG, safety rails, and rigorous evaluation." />
+  <link rel="icon" href="assets/logo.svg">
+  <!-- Tailwind (CDN) -->
+  <script src="https://cdn.tailwindcss.com"></script>
+  <script>
+    // Ensure Tailwind is loaded before configuring
+    if (typeof tailwind !== 'undefined') {
+      tailwind.config = {
+        darkMode: 'class',
+        theme: {
+          extend: {
+            fontFamily: { inter: ['Inter', 'ui-sans-serif', 'system-ui'] },
+            boxShadow: {
+              glow: '0 0 20px rgba(99,102,241,0.3), 0 0 40px rgba(99,102,241,0.2)'
+            },
+            backgroundImage: {
+              'grid': 'linear-gradient(to right, rgba(255,255,255,0.06) 1px, transparent 1px), linear-gradient(to bottom, rgba(255,255,255,0.06) 1px, transparent 1px)'
+            },
+            spacing: {
+              '18': '4.5rem',
+              '88': '22rem'
+            }
+          }
+        }
+      };
+    } else {
+      console.warn('Tailwind CSS not loaded');
+    }
+  </script>
+  <!-- AOS (Animate On Scroll) -->
+  <link href="https://unpkg.com/aos@2.3.4/dist/aos.css" rel="stylesheet" />
+  <script defer src="https://unpkg.com/aos@2.3.4/dist/aos.js"></script>
+  <!-- Lucide Icons -->
+  <script src="https://unpkg.com/lucide@latest"></script>
+  <!-- Mermaid -->
+  <script src="https://cdn.jsdelivr.net/npm/mermaid@10/dist/mermaid.min.js"></script>
+  <script>
+    mermaid.initialize({ 
+      startOnLoad: true, 
+      theme: 'dark', 
+      securityLevel: 'loose',
+      fontFamily: 'Inter, ui-sans-serif, system-ui',
+      flowchart: {
+        useMaxWidth: true,
+        htmlLabels: true
+      }
+    });
+  </script>
+  <link rel="preconnect" href="https://fonts.googleapis.com">
+  <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+  <link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700;800&display=swap" rel="stylesheet">
+  <link rel="stylesheet" href="assets/styles.css">
+</head>
+<body class="bg-slate-950 text-slate-100 font-inter">
+  <!-- Background decoration -->
+  <div class="fixed inset-0 -z-10 overflow-hidden pointer-events-none">
+    <div class="absolute -top-40 -left-40 w-[60rem] h-[60rem] rounded-full bg-gradient-to-tr from-indigo-500/30 via-blue-400/20 to-cyan-300/10 blur-3xl animate-pulse-slow"></div>
+    <div class="absolute -bottom-40 -right-40 w-[60rem] h-[60rem] rounded-full bg-gradient-to-tr from-fuchsia-500/20 via-indigo-500/10 to-sky-400/10 blur-3xl animate-pulse-slow delay-700"></div>
+  </div>
+
+  <!-- Navbar -->
+  <header class="sticky top-0 z-50 backdrop-blur supports-[backdrop-filter]:bg-slate-900/60 border-b border-white/10" role="banner">
+    <div class="max-w-7xl mx-auto px-4 py-3 flex items-center justify-between">
+      <div class="flex items-center gap-3">
+        <img src="assets/logo.svg" class="w-9 h-9" alt="MedAI logo" width="36" height="36" />
+        <span class="font-extrabold tracking-tight text-xl">MedAI</span>
+        <span class="text-slate-400 hidden sm:inline" aria-label="Course code">• COS30018</span>
+      </div>
+      <nav class="hidden md:flex items-center gap-6 text-sm" role="navigation" aria-label="Main navigation">
+        <a href="#overview" class="link" aria-label="Go to Overview section">Overview</a>
+        <a href="#capabilities" class="link" aria-label="Go to Capabilities section">Capabilities</a>
+        <a href="#architecture" class="link" aria-label="Go to Architecture section">Architecture</a>
+        <a href="#training" class="link" aria-label="Go to Training section">Training</a>
+        <a href="#evaluation" class="link" aria-label="Go to Evaluation section">Evaluation</a>
+        <a href="#team" class="link" aria-label="Go to Team section">Team</a>
+      </nav>
+      <div class="flex items-center gap-3">
+        <a href="https://huggingface.co/spaces/MedAI-COS30018/MedicalDiagnosisSystem" target="_blank" rel="noopener noreferrer" class="btn-primary" aria-label="Open live application in new tab">Live App</a>
+        <button id="themeToggle" aria-label="Toggle between light and dark theme" class="btn-icon" type="button">
+          <i data-lucide="sun-medium" class="icon" aria-hidden="true"></i>
+        </button>
+      </div>
+    </div>
+  </header>
+
+  <!-- Hero -->
+  <section class="relative" role="banner" aria-labelledby="hero-title">
+    <div class="max-w-7xl mx-auto px-4 py-16 lg:py-24">
+      <div class="grid lg:grid-cols-2 gap-12 items-center">
+        <div data-aos="fade-right" data-aos-duration="700">
+          <h1 id="hero-title" class="text-4xl lg:text-6xl font-extrabold leading-tight">
+            Multi‑Agent <span class="text-indigo-400">Clinical Reasoning</span> System
+          </h1>
+          <p class="mt-5 text-slate-300 text-lg max-w-2xl">
+            Safety‑first medical assistant coordinating Diagnostics, Pharmacology, and Triage agents via an MCP orchestrator,
+            grounded by Agentic RAG over EMR/EHR and PubMed, and rigorously evaluated on MedMCQA and PubMedQA.
+          </p>
+          <div class="mt-8 flex flex-wrap gap-3" role="group" aria-label="Action buttons">
+            <a class="btn-secondary" href="https://huggingface.co/spaces/MedAI-COS30018/MedAI_Processing" target="_blank" rel="noopener noreferrer" aria-label="Open data processing application">Data Processing</a>
+            <a class="btn-ghost" href="#architecture" aria-label="Scroll to architecture section">See Architecture</a>
+          </div>
+          <div class="mt-6 flex items-center gap-6 text-sm text-slate-400" role="contentinfo">
+            <span>Unit: COS30018 (Intelligent Systems)</span>
+            <span aria-hidden="true">•</span>
+            <span>School: Swinburne University of Technology</span>
+          </div>
+        </div>
+        <div class="relative" data-aos="fade-left" data-aos-duration="700">
+          <div class="card glass shadow-glow" role="complementary" aria-labelledby="glance-title">
+            <div class="p-6">
+              <h3 id="glance-title" class="font-semibold text-slate-200 mb-3">At a Glance</h3>
+              <ul class="space-y-2 text-slate-300" role="list">
+                <li>• 500k+ curated & synthetic cases</li>
+                <li>• LoRA/QLoRA, Knowledge Distillation, GRPO</li>
+                <li>• Agentic RAG (Node & Graph) with citations</li>
+                <li>• Safety rails, HIL, uncertainty flags</li>
+                <li>• HPC‑reproducible training</li>
+              </ul>
+              <div class="mt-6 flex gap-3" role="group" aria-label="External resources">
+                <a class="chip" href="https://huggingface.co/MedAI-COS30018/MedicalDiagnosisSystem" target="_blank" rel="noopener noreferrer" aria-label="Visit Live App">Live App</a>
+                <a class="chip" href="https://huggingface.co/MedAI-COS30018" target="_blank" rel="noopener noreferrer" aria-label="Visit Hugging Face organization">HF Org</a>
+                <a class="chip" href="https://huggingface.co/collections/MedAI-COS30018/finetuning-68bbe0b045db4ed5aac5e9a2" target="_blank" rel="noopener noreferrer" aria-label="View fine-tuning datasets">Finetune Datasets</a>
+                <a class="chip" href="https://huggingface.co/collections/MedAI-COS30018/rag-68bbe244bfa8ce6132fd5242" target="_blank" rel="noopener noreferrer" aria-label="View RAG datasets">RAG Datasets</a>
+              </div>
+            </div>
+            <div class="border-t border-white/10 p-4 text-xs text-slate-400">
+              <span>Phase 1 prototype: Multimodal + naïve‑RAG + MCP</span>
+            </div>
+          </div>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <!-- Overview -->
+  <section id="overview" class="section">
+    <div class="container">
+      <div class="section-header" data-aos="fade-up">
+        <h2>Overview</h2>
+        <p>Accuracy, traceability, and safety via multi‑agent orchestration and evidence‑grounded generation.</p>
+      </div>
+      <div class="grid md:grid-cols-3 gap-6">
+        <div class="feature" data-aos="zoom-in-up">
+          <i data-lucide="stethoscope" class="feature-icon"></i>
+          <h3>Specialist Agents</h3>
+          <p>Diagnostics (differentials + red flags), Pharmacology (DDIs, dosing), and Triage (urgency & disposition).</p>
+        </div>
+        <div class="feature" data-aos="zoom-in-up" data-aos-delay="100">
+          <i data-lucide="workflow" class="feature-icon"></i>
+          <h3>Reasoning Orchestrator</h3>
+          <p>MCP planner routes tasks, fuses evidence, and enforces self‑consistency with safe refusal and uncertainty flags.</p>
+        </div>
+        <div class="feature" data-aos="zoom-in-up" data-aos-delay="200">
+          <i data-lucide="library" class="feature-icon"></i>
+          <h3>Agentic RAG</h3>
+          <p>Graph & Node RAG over EMR/EHR + PubMed with section‑aware chunking, source allowlists, and citations.</p>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <!-- Capabilities -->
+  <section id="capabilities" class="section">
+    <div class="container">
+      <div class="section-header" data-aos="fade-up">
+        <h2>Core Capabilities</h2>
+        <p>Modeling & optimization to drive accurate, inspectable clinical reasoning.</p>
+      </div>
+      <div class="grid md:grid-cols-2 lg:grid-cols-3 gap-6">
+        <div class="card" data-tilt data-tilt-max="6">
+          <div class="card-body">
+            <h4 class="card-title">LoRA/QLoRA</h4>
+            <p>Parameter‑efficient adapters let us fine‑tune 7–13B models on modest GPUs while retaining high performance.</p>
+          </div>
+        </div>
+        <div class="card" data-tilt data-tilt-max="6">
+          <div class="card-body">
+            <h4 class="card-title">Knowledge Distillation</h4>
+            <p>Teacher→Student compression to deliver fast, strong specialists with small runtime footprints.</p>
+          </div>
+        </div>
+        <div class="card" data-tilt data-tilt-max="6">
+          <div class="card-body">
+            <h4 class="card-title">GRPO Reasoning</h4>
+            <p>Reinforcement learning variant targeting multi‑step, self‑consistent reasoning with lower compute costs.</p>
+          </div>
+        </div>
+        <div class="card" data-tilt data-tilt-max="6">
+          <div class="card-body">
+            <h4 class="card-title">QAC + Counterfactuals</h4>
+            <p>Paraphrasing, chunking, and “what‑if” synthesis improve robustness across presentation styles.</p>
+          </div>
+        </div>
+        <div class="card" data-tilt data-tilt-max="6">
+          <div class="card-body">
+            <h4 class="card-title">Safety Rails</h4>
+            <p>Allowlists, section filters, and citation‑required answers reduce hallucinations and protect privacy.</p>
+          </div>
+        </div>
+        <div class="card" data-tilt data-tilt-max="6">
+          <div class="card-body">
+            <h4 class="card-title">HPC Reproducibility</h4>
+            <p>Deterministic seeds, LR scheduling, and checkpointing ensure auditability and consistent results.</p>
+          </div>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <!-- Architecture -->
+  <section id="architecture" class="section" aria-labelledby="architecture-title">
+    <div class="container">
+      <div class="section-header" data-aos="fade-up">
+        <h2 id="architecture-title">Architecture</h2>
+        <p>Click tabs to switch between layers.</p>
+      </div>
+      <div class="tabs mb-6" role="tablist" aria-label="Architecture layers">
+        <button class="tab active" data-target="#arch-l1" role="tab" aria-selected="true" aria-controls="arch-l1" id="tab-l1">System Diagram</button>
+        <button class="tab" data-target="#arch-l2" role="tab" aria-selected="false" aria-controls="arch-l2" id="tab-l2">RAG Internals</button>
+        <button class="tab" data-target="#arch-l3" role="tab" aria-selected="false" aria-controls="arch-l3" id="tab-l3">Sequence Diagram</button>
+      </div>
+
+      <div id="arch-l1" class="diagram visible" role="tabpanel" aria-labelledby="tab-l1" aria-hidden="false" style="display: block;">
+        <pre class="mermaid" aria-label="System Architecture Diagram">
+        flowchart LR
+          U(["Clinician UI / EMR"]) -->|"symptoms, meds, files"| MCP["MCP Orchestrator<br/>FastAPI routing, planning, safety, tracing"]
+          MCP --> DX["Diagnostics Agent"]
+          MCP --> RX["Pharmacology Agent"]
+          subgraph RAG["Agentic RAG"]
+            QR["Query Router"] --> RET["Retriever"]
+            RET --> SR["Safety Rails"]
+          end
+          DX --> RAG
+          RX --> RAG
+          SR --> KB[("Med KB / PubMed")]
+          SR --> EMR[("EMR/EHR summaries")]
+          DX --> FUSE["Evidence Fusion + Self-Consistency"]
+          RX --> FUSE
+          FUSE --> OUT{{"Final Report<br/>summary, plan, citations, cautions"}}
+          OUT --> QA["Evaluation & QA<br/>MedMCQA, PubMedQA, similarity audits"]
+        </pre>
+      </div>
+
+      <div id="arch-l2" class="diagram" role="tabpanel" aria-labelledby="tab-l2" aria-hidden="true" style="display: none;">
+        <pre class="mermaid" aria-label="RAG Internals Architecture Diagram">
+          sequenceDiagram
+          autonumber
+          participant MCP as Orchestrator (MCP)
+          participant QR as Query Router
+          participant RW as Rewriter / Disambiguator
+          participant RET as Retriever (vector + keyword)
+          participant SR as Safety Rails
+          participant LTM as VectorDB / LTM
+          participant KB as Med KB (PubMed / Guidelines)
+          participant EMR as EMR Summarizer
+          participant EVID as Evidence Bundle
+        
+          MCP->>QR: Build query context (symptoms, vitals, meds, files, LTM hints)
+          QR->>RW: Route + transform query
+        
+          alt Disambiguation needed
+            RW->>RW: Expand synonyms / codes / abbreviations
+          else Well-formed query
+            RW-->>QR: Passthrough
+          end
+        
+          RW->>RET: Search request (text + embedding)
+        
+          par Vector search
+            RET->>LTM: kNN on embeddings (cosine)
+            LTM-->>RET: top-k chunks + scores
+          and Keyword filter
+            RET->>KB: Keyword/BM25 filter
+            KB-->>RET: filtered docs
+          end
+        
+          RET->>SR: Candidate bundle {doc, section, score, source}
+          SR->>SR: Apply allowlist, section filters, dedupe, PII scrub
+          SR->>SR: Compute threshold τ and coverage/confidence
+        
+          alt Low similarity (score < τ)
+            SR-->>MCP: Low-confidence → ask clarify / broaden search
+          else Sufficient evidence
+            SR-->>EVID: Vetted bundle
+            note right of EVID: Citations + provenance map
+            EVID->>LTM: Write traces (embeds, query, ids, similarity)
+            opt EMR context needed
+              QR->>EMR: Request patient summary (PHI-safe)
+              EMR-->>EVID: Labs, meds, history snippet
+            end
+            EVID-->>MCP: Evidence bundle + citations
+          end               
+        </pre>
+      </div>      
+
+      <div id="arch-l3" class="diagram" role="tabpanel" aria-labelledby="tab-l3" aria-hidden="true" style="display: none;">
+        <pre class="mermaid" aria-label="Single Turn Sequence Diagram">
+        sequenceDiagram
+          participant C as Clinician
+          participant MCP as Orchestrator (MCP)
+          participant RAG as RAG (Router→Retriever→Safety)
+          participant AG as Agents (Dx/Rx/Triage)
+          participant DB as VectorDB/LTM
+          participant OUT as Evidence Fusion
+          C->>MCP: case description
+          MCP->>RAG: retrieve evidence
+          RAG->>DB: similarity search
+          DB-->>RAG: top-k docs
+          RAG-->>MCP: evidence bundle + citations
+          MCP->>AG: delegated tasks
+          AG-->>OUT: candidate answers + rationales
+          OUT-->>C: final report + citations + cautions
+          OUT->>DB: write traces/embeddings
+        </pre>
+      </div>
+    </div>
+  </section>
+
+  <!-- Training & Reproducibility -->
+  <section id="training" class="section">
+    <div class="container">
+      <div class="section-header" data-aos="fade-up">
+        <h2>Data, Training & Reproducibility</h2>
+        <p>From 500k+ cases to specialized, efficient agents.</p>
+      </div>
+      <div class="grid lg:grid-cols-2 gap-6">
+        <div class="card">
+          <div class="card-body">
+            <h4 class="card-title">Datasets & Augmentation</h4>
+            <ul class="list">
+              <li>500k+ curated & synthetic clinical cases across specialties</li>
+              <li>QAC paraphrasing & chunking, self‑consistency sampling</li>
+              <li>Counterfactual case generation, back‑translation</li>
+            </ul>
+            <div class="mt-4 flex gap-3 flex-wrap">
+              <a class="chip" target="_blank" href="https://huggingface.co/collections/MedAI-COS30018/finetuning-68bbe0b045db4ed5aac5e9a2">Fine‑tuning Collection</a>
+              <a class="chip" target="_blank" href="https://huggingface.co/collections/MedAI-COS30018/rag-68bbe244bfa8ce6132fd5242">RAG Collection</a>
+              <a class="chip" target="_blank" href="https://huggingface.co/spaces/MedAI-COS30018/MedAI_Processing">Ingestion Pipeline</a>
+            </div>
+          </div>
+        </div>
+        <div class="card">
+          <div class="card-body">
+            <h4 class="card-title">Fine‑Tuning & KD</h4>
+            <ul class="list">
+              <li>Teacher→Student Knowledge Distillation</li>
+              <li>LoRA/QLoRA adapters, GRPO for reasoning</li>
+              <li>HPC runs: deterministic seeds, LR schedules, checkpoints</li>
+            </ul>
+            <div class="mt-4 flex gap-3 flex-wrap">
+              <a class="chip" target="_blank" href="https://hackmd.io/@ngFNmXW1RVOfNb7b3NYBJg/instruction">KD Procedure</a>
+              <a class="chip" target="_blank" href="https://hackmd.io/@ngFNmXW1RVOfNb7b3NYBJg/bench">Benchmarks Plan</a>
+            </div>
+          </div>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <!-- Evaluation -->
+  <section id="evaluation" class="section">
+    <div class="container">
+      <div class="section-header" data-aos="fade-up">
+        <h2>Evaluation & Safety</h2>
+        <p>Benchmarks, semantic audits, and runtime guards.</p>
+      </div>
+      <div class="grid lg:grid-cols-3 gap-6">
+        <div class="metric">
+          <div class="metric-value" data-count="500000">0</div>
+          <div class="metric-label">Cases Curated</div>
+        </div>
+        <div class="metric">
+          <div class="metric-value" data-count="3">0</div>
+          <div class="metric-label">Specialist Agents</div>
+        </div>
+        <div class="metric">
+          <div class="metric-value" data-count="2">0</div>
+          <div class="metric-label">Benchmarks</div>
+        </div>
+      </div>
+      <div class="mt-8 grid md:grid-cols-2 gap-6">
+        <div class="card">
+          <div class="card-body">
+            <h4 class="card-title">Benchmarks</h4>
+            <p>MedMCQA (medical exam QA) and PubMedQA (research abstract QA). Complemented by semantic similarity audits with biomedical embeddings.</p>
+          </div>
+        </div>
+        <div class="card">
+          <div class="card-body">
+            <h4 class="card-title">Runtime Guards</h4>
+            <p>Uncertainty prompts, refusal policies for out‑of‑scope, citation‑required answers, and HIL oversight to ensure safety.</p>
+          </div>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <!-- Team -->
+  <section id="team" class="section">
+    <div class="container">
+      <div class="section-header" data-aos="fade-up">
+        <h2>Team</h2>
+        <div class="team-info">
+          <div class="university-info">
+            <span class="university-name">Swinburne University of Technology</span>
+            <span class="course-code">COS30018</span>
+          </div>
+          <div class="team-members">
+            <div class="member-card" data-aos="zoom-in" data-aos-delay="100">
+              <!-- <div class="member-avatar">L</div> -->
+              <span class="member-name">Liam</span>
+            </div>
+            <div class="member-card" data-aos="zoom-in" data-aos-delay="200">
+              <!-- <div class="member-avatar">H</div> -->
+              <span class="member-name">Henry</span>
+            </div>
+            <div class="member-card" data-aos="zoom-in" data-aos-delay="300">
+              <!-- <div class="member-avatar">H</div> -->
+              <span class="member-name">Hai</span>
+            </div>
+            <div class="member-card" data-aos="zoom-in" data-aos-delay="400">
+              <!-- <div class="member-avatar">D</div> -->
+              <span class="member-name">Dylan</span>
+            </div>
+            <div class="member-card" data-aos="zoom-in" data-aos-delay="500">
+              <!-- <div class="member-avatar">V</div> -->
+              <span class="member-name">Vinh</span>
+            </div>
+          </div>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <!-- Footer -->
+  <footer class="py-10 border-t border-white/10 text-center text-slate-400">
+    <div class="container">
+      <div class="flex justify-center gap-6 mb-3">
+        <a class="link" target="_blank" href="https://huggingface.co/MedAI-COS30018">HF Org</a>
+        <a class="link" target="_blank" href="https://huggingface.co/spaces/MedAI-COS30018/MedicalDiagnosisSystem">Live App</a>
+        <a class="link" target="_blank" href="https://huggingface.co/spaces/MedAI-COS30018/MedAI_Processing">Data Processing</a>
+      </div>
+      <div class="text-xs">© 2025 Swinburne University · MedAI (COS30018). For research and educational use only.</div>
+    </div>
+  </footer>
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