Update index.html

index.html

@@ -257,7 +257,6 @@
         <a href="#retrieval" class="link navlink" data-spy="retrieval">Retrieval</a>
         <a href="#training" class="link navlink" data-spy="training">Training</a>
         <a href="#evaluation" class="link navlink" data-spy="evaluation">Evaluation</a>
-        <a href="#opensource" class="link navlink" data-spy="opensource">Open-Source</a>
         <a href="#team" class="link navlink" data-spy="team">Team</a>
       </nav>
 
@@ -291,7 +290,6 @@
         <a href="#retrieval" class="link navlink">Retrieval</a>
         <a href="#training" class="link navlink">Training</a>
         <a href="#evaluation" class="link navlink">Evaluation</a>
-        <a href="#opensource" class="link navlink">Open-Source</a>
         <a href="#team" class="link navlink">Team</a>
       </div>
     </div>
@@ -371,7 +369,7 @@
                     <h3 class="text-lg font-extrabold tracking-tight">Trust Stack</h3>
                     <p class="text-sm text-slate-400 mt-1">Design primitives for clinical deployment readiness</p>
                   </div>
-                  <span class="badge"><i data-lucide="sparkles" class="icon"></i> Paper-aligned</span>
+                  <span class="badge"><i data-lucide="sparkles" class="icon"></i> System</span>
                 </div>
 
                 <div class="mt-5 grid sm:grid-cols-2 gap-4">
@@ -401,18 +399,18 @@
                   </div>
                 </div>
 
-                <div class="mt-6 flex flex-wrap gap-2">
-                  <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/MedSwin/MedicalDiagnosisSystem">
-                    <i data-lucide="app-window" class="icon"></i> Live Space
                   </a>
                   <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/MedSwin">
-                    <i data-lucide="box" class="icon"></i> HF Org
+                    <i data-lucide="box" class="icon"></i> Org
+                  </a>
+                  <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/model">
+                    <i data-lucide="database" class="icon"></i> Model Asset
                   </a>
                   <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/rag">
-                    <i data-lucide="database" class="icon"></i> RAG Assets
+                    <i data-lucide="database" class="icon"></i> Rag Data
                   </a>
                   <a class="chip" target="_blank" rel="noopener noreferrer" href="https://huggingface.co/collections/MedSwin/finetuning">
-                    <i data-lucide="wand-2" class="icon"></i> Fine-tune Assets
+                    <i data-lucide="wand-2" class="icon"></i> Finetune Data
                   </a>
                 </div>
               </div>
@@ -1229,71 +1227,6 @@ L_t = α * CE(y_t) + (1-α) * τ^2 * KL( p_T(·|τ) || p_S(·) )</code></pre>
       </div>
     </section>
 
-    <!-- Open-source -->
-    <section id="opensource" class="section">
-      <div class="container">
-        <div class="flex flex-col lg:flex-row lg:items-end lg:justify-between gap-6 mb-10" data-aos="fade-up">
-          <div>
-            <h2 class="text-3xl lg:text-4xl font-extrabold tracking-tight">Open-Source & Reproducibility</h2>
-            <p class="mt-3 text-slate-300 max-w-3xl">
-              MedSwin is designed to be inspectable: models, training recipes, retrieval calibration, and orchestration traces are publishable and replayable.
-            </p>
-          </div>
-          <div class="flex flex-wrap gap-2">
-            <span class="badge"><i data-lucide="package" class="icon"></i> Weights</span>
-            <span class="badge"><i data-lucide="code" class="icon"></i> Pipelines</span>
-            <span class="badge"><i data-lucide="history" class="icon"></i> Traces</span>
-          </div>
-        </div>
-
-        <div class="grid lg:grid-cols-3 gap-6">
-          <div class="card glass" data-aos="fade-up">
-            <div class="card-body">
-              <div class="flex items-center gap-2 font-extrabold text-lg"><i data-lucide="box" class="icon"></i> Releaseable assets</div>
-              <p class="text-sm text-slate-300 mt-2">
-                Distilled biomedical LLM checkpoints, biomedical reranker (LoRA-adapted), and embedding model assets can be shared with configs and scripts.
-              </p>
-            </div>
-          </div>
-          <div class="card glass" data-aos="fade-up" data-aos-delay="120">
-            <div class="card-body">
-              <div class="flex items-center gap-2 font-extrabold text-lg"><i data-lucide="settings" class="icon"></i> Reproducible retrieval</div>
-              <p class="text-sm text-slate-300 mt-2">
-                Candidate generation, reranking, calibration, and policy-aware selection are independently testable modules.
-              </p>
-            </div>
-          </div>
-          <div class="card glass" data-aos="fade-up" data-aos-delay="240">
-            <div class="card-body">
-              <div class="flex items-center gap-2 font-extrabold text-lg"><i data-lucide="fingerprint" class="icon"></i> Traceability</div>
-              <p class="text-sm text-slate-300 mt-2">
-                Replayable traces show which agents ran, which sources were used, and which evidence was accepted under constraints.
-              </p>
-            </div>
-          </div>
-        </div>
-
-        <div class="mt-8 rounded-3xl border border-white/10 bg-slate-950/40 p-6" data-aos="fade-up">
-          <div class="flex flex-col lg:flex-row lg:items-center lg:justify-between gap-4">
-            <div>
-              <div class="text-xl font-extrabold tracking-tight">Try the demo & datasets</div>
-              <p class="text-slate-300 mt-2">Explore the live prototype, ingestion pipeline, and training collections.</p>
-            </div>
-            <div class="flex flex-wrap gap-2">
-              <a class="btn btn-primary" href="https://github.com/MedSwin/RAG" target="_blank" rel="noopener noreferrer">
-                <i data-lucide="rocket" class="icon"></i> Open Demo
-              </a>
-              <a class="btn btn-ghost" href="https://huggingface.co/MedSwin" target="_blank" rel="noopener noreferrer">
-                <i data-lucide="box" class="icon"></i> HF Org
-              </a>
-              <button class="btn btn-ghost" id="openContact" type="button">
-                <i data-lucide="mail" class="icon"></i> Contact
-              </button>
-            </div>
-          </div>
-        </div>
-      </div>
-    </section>
 
     <!-- Team -->
     <section id="team" class="section">
@@ -1325,7 +1258,7 @@ L_t = α * CE(y_t) + (1-α) * τ^2 * KL( p_T(·|τ) || p_S(·) )</code></pre>
           <div class="rounded-3xl border border-white/10 bg-slate-950/40 p-5 text-center" data-aos="zoom-in" data-aos-delay="240">
             <div class="text-3xl">🔗</div>
             <div class="mt-2 font-extrabold">Hai</div>
-            <div class="text-xs text-slate-400">RAG</div>
+            <div class="text-xs text-slate-400">System</div>
           </div>
         </div>
       </div>
@@ -1441,7 +1374,7 @@ L_t = α * CE(y_t) + (1-α) * τ^2 * KL( p_T(·|τ) || p_S(·) )</code></pre>
     }
 
     const COMMANDS = [
-      { label: 'Open demo', hint: 'Launch live HuggingFace Space', action: () => window.open('https://github.com/MedSwin/RAG', '_blank') },
+      { label: 'RAG repo', hint: 'Launch live HuggingFace Space', action: () => window.open('https://github.com/MedSwin/RAG', '_blank') },
       { label: 'Go to architecture', hint: 'Jump to architecture explorer', action: () => location.hash = '#architecture' },
       { label: 'Go to retrieval', hint: 'Jump to two-stage retrieval', action: () => location.hash = '#retrieval' },
       { label: 'Go to training', hint: 'Jump to distillation pipeline', action: () => location.hash = '#training' },