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docs/_templates/index.html

@@ -30,7 +30,7 @@
     <h4>ON THIS PAGE</h4>
     <ul>
       <li><a href="#description">Description</a></li>
-      <li><a href="#improvements">Key improvements</a></li>
+      <li><a href="#latest-news">Latest News</a></li>
       <li><a href="#documentation">Documentation</a></li>
       <li><a href="#quick-start">Quick Start</a></li>
       <li><a href="#links">Links</a></li>
@@ -68,21 +68,20 @@ <h1>Welcome to LLMSQL Project</h1>
       <p style="margin-top:10px;">LLMSQL is a Python package for evaluation Hugging Face models on LLMSQL benchmark with transformers and vLLM.</p>
     </div>
 
-    <h2 id="description">💡 Description</h2>
+    <h2 id="description">Description</h2>
     <p><strong>LLMSQL Benchmark</strong> is an <strong>open-source framework</strong> providing a <strong>modernized, cleaned, and extended version of the original WikiSQL dataset</strong>, specifically designed for evaluating Hugging Face style <strong>Large Language Models (LLMs)</strong> on <strong>Text-to-SQL</strong> tasks.</p>
 
-    <h2 id="improvements">Key improvements</h2>
-    <ul>
-      <li><strong>Data Cleaning:</strong> Resolved duplicates, datatype mismatches, and inconsistent casing, reducing the widespread occurrence of empty query results.</li>
-      <li><strong>LLM-Ready Format:</strong> Reformatted SQL queries stored in WikiSQL’s custom encoding into standard SQL syntax.</li>
-    </ul>
+    <h2 id="latest-news">📣 Latest News</h2>
+    <div id="latest-news-container" class="custom-highlight-box">
+      <p>Loading latest news...</p>
+    </div>
 
-    <h2 id="documentation">📚 Documentation</h2>
+    <h2 id="documentation">Documentation</h2>
     <div class="note-box">
       <p><strong>Note:</strong> Documentation pages (installation guide, API reference) are <strong>under construction</strong>. <br> See <strong>Quick Start</strong> below or the README files inside the <a href="https://github.com/LLMSQL/llmsql-benchmark/" target="_blank">repo</a>.</p>
     </div>
 
-    <h2 id="quick-start">⚡ Quick Start</h2>
+    <h2 id="quick-start">Quick Start</h2>
     <div class="custom-highlight-box">
   <p><strong>⚠️ WARNING — Reproducibility</strong></p>
 
@@ -150,6 +149,7 @@ <h2 id="links">🔗 Resources</h2>
         <tr><td>📦 <strong>PyPI Project</strong></td><td><a href="https://pypi.org/project/llmsql/">llmsql on PyPI</a></td></tr>
         <tr><td>💾 <strong>Dataset on Hugging Face</strong></td><td><a href="https://huggingface.co/datasets/llmsql-bench/llmsql-benchmark">llmsql-bench dataset</a></td></tr>
         <tr><td>💻 <strong>Source Code</strong></td><td><a href="https://github.com/LLMSQL/llmsql-benchmark">GitHub repo</a></td></tr>
+        <tr><td>💻 <strong>Playground</strong></td><td><a href="https://huggingface.co/spaces/pihull/llmsql-interactive-q-a">HF Space</a></td></tr>
       </tbody>
     </table>
 
@@ -200,6 +200,75 @@ <h2 id="citation">📄 Citation</h2>
   });
 });
 </script>
+<script>
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+
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+      "https://api.github.com/repos/LLMSQL/llmsql-benchmark/readme"
+    );
+
+    const data = await response.json();
+    const content = atob(data.content);
+
+    const match = content.match(
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+
+    const newsMarkdown = match[0]
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+                return `<a href="${url}" target="_blank" rel="noopener">${label}</a>`;
+              }
+
+              const cleanPath = url.replace(/^\.\//, "");
+
+              const [path, anchor] = cleanPath.split("#");
+
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+
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+  }
+}
+
+document.addEventListener("DOMContentLoaded", loadLatestNews);
+</script>
 
 
 </body>