Add application files

app.py

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+# -*- coding: utf-8 -*-
+
+# Importing Dependancies
+
+import gradio as gr
+from transformers import pipeline
+
+"""# Loading Model Name"""
+
+model_name = "deepset/roberta-base-squad2"
+
+"""# Get Predictions
+
+"""
+
+nlu = pipeline('question-answering', model=model_name, tokenizer=model_name)
+
+def func(context, question):
+  input = {
+      'question':question,
+      'context':context
+  }
+  res = nlu(input)
+  return res["answer"]
+
+descr = "This is a question and Answer Web app, you give it a context and ask it questions based on the context provided"
+
+app = gr.Interface(fn=func, inputs=[gr.inputs.Textbox(lines=3, placeholder="put in your context here..."),"text"], outputs="text", title="Question Answer App", description=descr)
+
+app.launch()

requirements.txt

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+transformers
+torch