Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+pipe = pipeline("question-answering", model="huggingface-course/bert-finetuned-squad")
+
+def qa(question, answer):
+    return pipe(question=question, context=context)
+
+with gr.Blocks() as demo:
+    with gr.Row():
+        with gr.Column():
+            question = gr.Textbox(label= 'Question')
+            context = gr.Textbox(label= 'Context')
+            submit_btn = gr.Button(value = 'Submit')
+        with gr.Column():
+            answer = gr.Textbox(label= 'Answer')
+
+    submit_btn.click(qa, inputs = [question, context], outputs = answer)
+
+demo.launch()
+