Update app.py

app.py

@@ -90,7 +90,10 @@ def main(_):
             image_list = gr.State([])
             gr.Markdown('# LVM Demo')
             gr.Markdown(f'Serving model: {FLAGS.checkpoint}')
-            gr.Markdown('**We recommend using the model by prompting it with few shots: describe the task with pairs of (x, y) inputs where x is the input image and y the "annotated" image. Alternatively, one can also input a sequence of continuous frames and let the model generate the next one. Please refer to the default examples below.**')
+            
+            gr.Markdown('**There are mainly two visual prompting: sequential prompting and analogy prompting.**')
+            gr.Markdown('**For analogy prompting: describe the task with few-shot examples, which is pairs of (x, y) inputs where x is the input image and y the "annotated" image. And add one query image in the end. Download the few-shot examples dataset at [this link](https://livejohnshopkins-my.sharepoint.com/:f:/g/personal/ybai20_jh_edu/Ei0xiLdFFqJPnwAlFWar29EBUAvB0O3CVaJykZl-f11KDQ?e=Bx9SXZ), and you can simply change the query image in the end for testing.**')
+            gr.Markdown('**For sequential prompting, input a sequence of continuous frames and let the model generate the next one. Please refer to the default examples below.**')
             gr.Markdown('## Inputs')
             with gr.Row():
                 upload_drag = gr.File(