Updated app.py

app.py

@@ -90,7 +90,7 @@ def show_embeddings_2d(result):
     color_map = {name: random_color() for name in filenames_unique}
     colors = [color_map[name] for name in filenames]
 
-    tsne = TSNE(n_components=2, random_state=42,perplexity=4)
+    tsne = TSNE(n_components=2, random_state=42,perplexity=5)
     reduced_vectors = tsne.fit_transform(vectors)
 
     # Create the 2D scatter plot
@@ -124,7 +124,7 @@ def show_embeddings_3d(result):
     color_map = {name: random_color() for name in filenames_unique}
     colors = [color_map[name] for name in filenames]
 
-    tsne = TSNE(n_components=3, random_state=42)
+    tsne = TSNE(n_components=3, random_state=42,perplexity=5)
     reduced_vectors = tsne.fit_transform(vectors)
 
     fig = go.Figure(data=[go.Scatter3d(