3d viz

apps/cluster_map/main.py

@@ -67,10 +67,12 @@ def main():
     st.info(f"📈 Visualizing {len(filtered_df)} messages")
     
     # Reduce dimensions
+    n_components = 3 if params['enable_3d'] else 2
     with st.spinner(f"Reducing dimensions using {params['method']}..."):
         reduced_embeddings = reduce_dimensions(
             filtered_embeddings, 
             method=params['method'],
+            n_components=n_components,
             spread_factor=params['spread_factor'],
             perplexity_factor=params['perplexity_factor'],
             min_dist_factor=params['min_dist_factor']
@@ -110,7 +112,8 @@ def main():
         point_size=params['point_size'],
         point_opacity=params['point_opacity'],
         density_based_sizing=params['density_based_sizing'],
-        size_variation=params['size_variation']
+        size_variation=params['size_variation'],
+        enable_3d=params['enable_3d']
     )
     
     st.plotly_chart(fig, use_container_width=True)
@@ -121,7 +124,7 @@ def main():
     # Display clustering results and export options
     display_clustering_results(
         filtered_df, cluster_labels, reduced_embeddings, 
-        params['method'], params['clustering_method']
+        params['method'], params['clustering_method'], params['enable_3d']
     )
     
     # Display data table