Update app.py

app.py

@@ -36,7 +36,9 @@ example = """
 
 co_create_magicprompt = """
 ### Co-create with ChatPrompt and MagicPrompt.
-Compare with [Magicprompt](https://huggingface.co/spaces/Gustavosta/MagicPrompt-Stable-Diffusion), we augment detail content prompts instead of visual prompts.
+Compare with [Magicprompt](https://huggingface.co/spaces/Gustavosta/MagicPrompt-Stable-Diffusion), we augment detail content prompts instead of visual prompts."""
+
+i_spy_a_metaphor = """
 ### Compare with [I Spy a Metaphor: Large Language Models and Diffusion Models Co-Create Visual Metaphors](https://openreview.net/forum?id=_2SBqIkiDW).
 We aim to utilize ChatGPT in zero-shot setting.
 We recently became aware of this concurrent work and find it interesting (Feb 5 2023).
@@ -48,6 +50,7 @@ with gr.Blocks() as demo:
     gr.Markdown(description)
     gr.Markdown(co_create_magicprompt)
     gr.Markdown(concept_image)
+    gr.Markdown(i_spy_a_metaphor)
     gr.Markdown(example)
     
     with gr.Row():