Create app.py

app.py

@@ -0,0 +1,23 @@
+import gradio as gr
+from transformers import pipeline
+
+# Load the VQA model
+oracle = pipeline(model="dandelin/vilt-b32-finetuned-vqa")
+
+# Define a function to use the model
+def answer_question(image, question):
+    response = oracle(question=question, image=image)
+    return response[0]['answer']
+
+# Import the specific input and output components directly
+from gradio import Image, Textbox
+
+# Create the Gradio interface
+interface = gr.Interface(
+    fn=answer_question,
+    inputs=[Image(type="filepath"), Textbox()],
+    outputs=Textbox()
+)
+
+# Launch the app
+interface.launch()