Create a Python code template using Hugging Face Transformers and scikit-learn to build a generative AI model that produces marketing content (e.g., email campaigns or social media posts) for e-commerce businesses. Integrate a predictive component that analyzes user data (e.g., purchase history CSV) to forecast customer preferences and tailor the generated text accordingly. Include fine-tuning on a dataset like GPT-2 or Llama, with evaluation metrics for coherence and accuracy. Make it automation-ready for freelancers charging premium rates, with examples for handling surged demand in personalized experiences. Output the full code, explanations, and sample usage.
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| class CustomFooter extends HTMLElement { | |
| connectedCallback() { | |
| this.attachShadow({ mode: 'open' }); | |
| this.shadowRoot.innerHTML = ` | |
| <style> | |
| footer { | |
| background: #111827; | |
| color: white; | |
| padding: 4rem 2rem; | |
| } | |
| .footer-container { | |
| max-width: 1200px; | |
| margin: 0 auto; | |
| display: grid; | |
| grid-template-columns: repeat(auto-fit, minmax(200px, 1fr)); | |
| gap: 3rem; | |
| } | |
| .footer-logo { | |
| font-size: 1.5rem; | |
| font-weight: bold; | |
| margin-bottom: 1rem; | |
| display: flex; | |
| align-items: center; | |
| gap: 0.5rem; | |
| } | |
| .footer-logo-icon { | |
| color: #818cf8; | |
| } | |
| .footer-description { | |
| color: #9ca3af; | |
| margin-bottom: 2rem; | |
| } | |
| .footer-links h3 { | |
| font-size: 1.125rem; | |
| font-weight: 600; | |
| margin-bottom: 1.5rem; | |
| } | |
| .footer-links ul { | |
| list-style: none; | |
| padding: 0; | |
| margin: 0; | |
| } | |
| .footer-links li { | |
| margin-bottom: 0.75rem; | |
| } | |
| .footer-links a { | |
| color: #d1d5db; | |
| text-decoration: none; | |
| transition: color 0.2s; | |
| } | |
| .footer-links a:hover { | |
| color: #818cf8; | |
| } | |
| .social-links { | |
| display: flex; | |
| gap: 1rem; | |
| margin-top: 1.5rem; | |
| } | |
| .social-links a { | |
| color: #9ca3af; | |
| transition: color 0.2s; | |
| } | |
| .social-links a:hover { | |
| color: #818cf8; | |
| } | |
| .copyright { | |
| border-top: 1px solid #374151; | |
| margin-top: 4rem; | |
| padding-top: 2rem; | |
| text-align: center; | |
| color: #9ca3af; | |
| } | |
| @media (max-width: 768px) { | |
| .footer-container { | |
| grid-template-columns: 1fr; | |
| } | |
| } | |
| </style> | |
| <footer> | |
| <div class="footer-container"> | |
| <div class="footer-about"> | |
| <div class="footer-logo"> | |
| <i data-feather="cpu" class="footer-logo-icon"></i> | |
| AI Forge | |
| </div> | |
| <p class="footer-description"> | |
| The no-code platform for building custom generative AI and predictive models. | |
| </p> | |
| <div class="social-links"> | |
| <a href="#"><i data-feather="twitter"></i></a> | |
| <a href="#"><i data-feather="linkedin"></i></a> | |
| <a href="#"><i data-feather="github"></i></a> | |
| <a href="#"><i data-feather="youtube"></i></a> | |
| </div> | |
| </div> | |
| <div class="footer-links"> | |
| <h3>Product</h3> | |
| <ul> | |
| <li><a href="/features.html">Features</a></li> | |
| <li><a href="/pricing.html">Pricing</a></li> | |
| <li><a href="/templates.html">Templates</a></li> | |
| <li><a href="/integrations.html">Integrations</a></li> | |
| </ul> | |
| </div> | |
| <div class="footer-links"> | |
| <h3>Resources</h3> | |
| <ul> | |
| <li><a href="/docs.html">Documentation</a></li> | |
| <li><a href="/tutorials.html">Tutorials</a></li> | |
| <li><a href="/blog.html">Blog</a></li> | |
| <li><a href="/community.html">Community</a></li> | |
| </ul> | |
| </div> | |
| <div class="footer-links"> | |
| <h3>Company</h3> | |
| <ul> | |
| <li><a href="/about.html">About</a></li> | |
| <li><a href="/careers.html">Careers</a></li> | |
| <li><a href="/contact.html">Contact</a></li> | |
| <li><a href="/legal.html">Legal</a></li> | |
| </ul> | |
| </div> | |
| </div> | |
| <div class="copyright"> | |
| © ${new Date().getFullYear()} AI Forge. All rights reserved. | |
| <a href="/privacy.html" class="hover:underline">Privacy Policy</a> | | |
| <a href="/terms.html" class="hover:underline">Terms of Service</a> | | |
| <a href="/gdpr.html" class="hover:underline">GDPR</a> | | |
| <a href="/hipaa.html" class="hover:underline">HIPAA</a> | |
| </div> | |
| </footer> | |
| `; | |
| } | |
| } | |
| customElements.define('custom-footer', CustomFooter); |