Update app.py

app.py

@@ -41,7 +41,15 @@ p.add_layout(color_bar, 'right')  # Position the color bar to the right
 
 st.set_page_config(layout='wide')
 
-st.html('<br><br><br><br>')
+st.markdown("""
+# Image Similarity Data Visualization
+
+by [Tony Assi](https://www.tonyassi.com/)
+
+Images position are based on similarity, images close to each other look similar. The colors represent the best seller index. 0 is best seller. The dataset is [tonyassi/revolve1-embeddings-xy](https://huggingface.co/datasets/tonyassi/revolve1-embeddings-xy).
+""")
+
+#st.html('<br><br><br><br>')
 
 # Display the Bokeh figure in Streamlit
 st.bokeh_chart(p,use_container_width=True)