adding compare code

app.py

@@ -1,8 +1,47 @@
 #app.py
+import os
 import gradio as gr
+from gradio_client import Client
+from gradio_client.client import Job
 
-def greet(name):
-    return "Hello " + name + "!!"
+def vqa_fuyu(image_path: str, question: str, return_job: bool = False) -> str | Job:
+    try:
+        client = Client("https://adept-fuyu-8b-demo.hf.space/--replicas/9kcqv/")
+        fn = client.submit if return_job else client.predict
+        return fn(image_path, question, fn_index=3)
+    except Exception:
+        gr.Warning("The Fuyu-8B Space is currently unavailable. Please try again later.")
+        return ""
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+def answer_question(image_path: str, question:str) -> tuple[str]:
+    jobs = [
+        vqa_fuyu(image_path, question, return_job=True),
+    ]
+    return tuple(job.result() if job else "" for job in jobs)
+
+def ask(q):
+    return q
+
+with gr.Blocks(css="style.css") as demo:
+    gr.Markdown(DESCRIPTION)
+    with gr.Row():
+        with gr.Column():
+            input_image = gr.Image(type="filepath")
+            text_input = gr.Interface(fn=ask, inputs="text", outputs="text")
+            run_button = gr.Button("ask question")
+        with gr.Column():
+            out_fuyu = gr.Textbox(label="Fuyu-8B")
+
+    outputs = [
+        out_fuyu,
+    ]
+
+run_button.click(
+        fn=answer_question,
+        inputs=[input_image,text_input],
+        outputs=outputs,
+        api_name="vqa",
+    )
+
+if __name__ == "__main__":
+    demo.queue(max_size=20).launch()