Create app.py

app.py

@@ -0,0 +1,30 @@
+from transformers import pipeline
+import gradio as gr
+
+question_answer = pipeline('question-answering',model = 'distilbert/distilbert-base-cased-distilled-squad')
+
+output = pipe({
+    'context': context,
+    'question': question
+})
+
+def question_answering(context, question):
+
+    output = question_answer({
+        'context': context,
+        'question': question
+    })
+
+    return output['answer'], str(output['score'] * 100)
+
+iface = gr.Interface(
+    fn = question_answering,
+    inputs = [ 
+        gr.Textbox(label = "Context", placeholder = "Enter your context here..", lines = 5),
+        gr.Textbox(label = "Question", placeholder = "Enter your question", lines = 2)
+    ],
+    outputs = [
+        gr.Textbox(label = "Answer", lines = 2),
+        gr.Textbox(label = "Accuracy")
+    ]
+)