Update app.py

app.py

@@ -10,21 +10,16 @@ qa1 = pipeline("question-answering", model="MarcBrun/ixambert-finetuned-squad")
 qa2 = pipeline("question-answering", model="MarcBrun/ixambert-finetuned-squad-eu")
 qa3 = pipeline("question-answering", model="MarcBrun/ixambert-finetuned-squad-eu-en")
 
-def answer_question(question, context, pipe):
+def answer_question1(question, context):
 
-  if pipe == "qa1":
     answer = qa1(question=question, context=context)
-  elif pipe == "qa2":
-    answer = qa2(question=question, context=context)
-  else:
-    answer = qa3(question=question, context=context)
   
-  return [answer["answer"], answer["score"]]
+  return answer["answer"]
 
-iface1 = gr.Interface(fn=answer_question(pipe="qa1"), inputs=[gr.inputs.Textbox(lines=1, default=question, placeholder="Question Here...", label="Question"),gr.inputs.Textbox(lines=7, default=context, placeholder="Context Here...", label="Context")], outputs=[gr.outputs.Textbox(label="Answer"),gr.outputs.Textbox(label="Score")], capture_session=True)
+iface1 = gr.Interface(fn=answer_question1, inputs=[gr.inputs.Textbox(),gr.inputs.Textbox()], outputs=gr.outputs.Textbox(label="ixambert-squad"), capture_session=True)
 
-iface2 = gr.Interface(fn=answer_question(pipe="qa2"), inputs=[gr.inputs.Textbox(lines=1, default=question, placeholder="Question Here...", label="Question"),gr.inputs.Textbox(lines=7, default=context, placeholder="Context Here...", label="Context")], outputs=[gr.outputs.Textbox(label="Answer"),gr.outputs.Textbox(label="Score")], capture_session=True)
+iface2 = gr.Interface(fn=answer_question2, inputs=[gr.inputs.Textbox(),gr.inputs.Textbox()], outputs=gr.outputs.Textbox(label="ixambert-squad-eu"), capture_session=True)
 
-iface3 = gr.Interface(fn=answer_question(pipe="qa3"), inputs=[gr.inputs.Textbox(lines=1, default=question, placeholder="Question Here...", label="Question"),gr.inputs.Textbox(lines=7, default=context, placeholder="Context Here...", label="Context")], outputs=[gr.outputs.Textbox(label="Answer"),gr.outputs.Textbox(label="Score")], capture_session=True, title="Question Answering in English, Spanish and Basque", description="Write or paste a text and a question about something that appears in the text and see if the model can answer correctly. It works best in English, but it has proven itself to also understand Spanish and Basque!\n\nI offer you a default question and answer for qick testing, but feel free to use your own examples.")
+iface3 = gr.Interface(fn=answer_question3, outputs=gr.outputs.Textbox(label="ixambert-squad-eu-en"), capture_session=True)
 
-Parallel(iface1,iface2, iface3).launch()
+Parallel(iface1, iface2, iface3, title="Question Answering in English, Spanish and Basque", inputs=[gr.inputs.Textbox(lines=1, default=question, placeholder="Question Here...", label="Question"),gr.inputs.Textbox(lines=7, default=context, placeholder="Context Here...", label="Context")],description="Write or paste a text and a question about something that appears in the text and see if the model can answer correctly. It works best in English, but it has proven itself to also understand Spanish and Basque!\n\nI offer you a default question and answer for qick testing, but feel free to use your own examples.").launch()