adding examples

app.py

@@ -41,7 +41,6 @@ def query(image, top_k=4):
 with gr.Blocks() as demo:
 	gr.Markdown("# Find my Butterfly 🦋")
 	gr.Markdown("## Use this Space to find your butterfly, based on the [iNaturalist butterfly dataset](https://huggingface.co/datasets/huggan/inat_butterflies_top10k)!")
-	examples=["elton.jpg", "ken.jpg", "gaga.jpg", "taylor.jpg"]
 	with gr.Row():
 		with gr.Column(min_width= 900):
 			inputs = gr.Image(shape=(800, 1600))
@@ -49,7 +48,14 @@ with gr.Blocks() as demo:
 		with gr.Column():
 			outputs=gr.Gallery().style(grid=[2], height="auto")
 			labels = gr.Label()
-
+	gr.Markdown("### Image Examples")
+	gr.Examples(
+	examples=["elton.jpg", "ken.jpg", "gaga.jpg", "taylor.jpg"],
+	inputs=inputs,
+	outputs=[outputs,labels],
+	fn=query,
+	cache_examples=True,
+	)
 	btn.click(query, inputs, [outputs, labels])
 	
 demo.launch()