Create app.py

app.py

@@ -0,0 +1,15 @@
+import gradio as gr
+from transformers import pipeline
+
+nlp = pipeline(
+    "document-question-answering",
+    model="impira/layoutlm-document-qa",
+)
+
+def predict(img, text):
+    return nlp(
+        img,
+        text
+    )['answer']
+
+gr.Interface(predict, [gr.Image(type="filepath"), gr.Textbox(label="Question")], gr.Textbox()).launch()