Update index.html

index.html

@@ -78,12 +78,6 @@
         id="text-input"
         placeholder="Each line is treated as one sentence"
       ></textarea>
-      <h3>Labels:</h3>
-      <textarea
-        id="labels-input"
-        placeholder="Each line is treated as one label"
-        style="max-height: 200px"
-      ></textarea>
       <button id="embed-btn">Embed & Plot</button>
       <p
         id="status"
@@ -231,17 +225,6 @@
 
       document.getElementById("text-input").value = sentences.join("\n");
 
-      const labels = [
-        "Weather",
-        "Technology",
-        "Cooking",
-        "Sports",
-        "Finance",
-        "Music",
-        "History",
-      ];
-      document.getElementById("labels-input").value = labels.join("\n");
-
       const statusEl = document.getElementById("status");
       const embed = await pipeline(
         "feature-extraction",
@@ -284,56 +267,6 @@
 
           statusEl.textContent = "Plotting projection...";
 
-          const labelInput = document
-            .getElementById("labels-input")
-            .value.trim();
-          const labelTexts = labelInput
-            .split("\n")
-            .map((s) => s.trim())
-            .filter((s) => s);
-
-          let labelEmbeddings = [];
-          if (labelTexts.length) {
-            statusEl.textContent = "Embedding labels...";
-            const lblOut = await embed(
-              labelTexts.map((x) => `Category: ${x}`),
-              { pooling: "cls", normalize: true },
-            );
-            labelEmbeddings = lblOut.tolist();
-          }
-          const threshold = 0.1;
-          const assigned = embeddings.map((sentEmb) => {
-            if (!labelEmbeddings.length) return "Other";
-            const sims = labelEmbeddings.map((lblEmb) =>
-              sentEmb.reduce((sum, v, i) => sum + v * lblEmb[i], 0),
-            );
-            let maxSim = -Infinity,
-              idx = -1;
-            for (let i = 0; i < sims.length; i++) {
-              if (sims[i] > maxSim) {
-                maxSim = sims[i];
-                idx = i;
-              }
-            }
-            return maxSim >= threshold ? labelTexts[idx] : "Other";
-          });
-
-          // Build one trace per label category
-          const uniq = Array.from(new Set(assigned));
-          const data = uniq.map((lbl) => {
-            const inds = assigned
-              .map((a, i) => (a === lbl ? i : -1))
-              .filter((i) => i >= 0);
-            return {
-              x: inds.map((i) => coords[i][0]),
-              y: inds.map((i) => coords[i][1]),
-              mode: "markers",
-              type: "scatter",
-              name: lbl,
-              text: inds.map((i) => sentences[i]),
-              marker: { size: 12 },
-            };
-          });
           const layout = {
             title: { text: "Labels" },
             margin: { l: 0, r: 0, t: 0, b: 0 },