Upload app.py

app.py

@@ -30,6 +30,8 @@ def question_model():
     question_answerer = pipeline("question-answering", model=model, tokenizer=tokenizer, handle_impossible_answer=True)
     return question_answerer
 
+qamodel = question_model()
+
 @st.cache_data(show_spinner=False)
 def extract_text(file_path):
     text = ""
@@ -72,7 +74,7 @@ def extract_text(file_path):
 
 def question_answering(context, question):
     with st.spinner(text="Loading question model..."):
-        question_answerer = question_model()
+        question_answerer = qamodel
     with st.spinner(text="Getting answer..."):
         segment_size = 45000   
         overlap_size = 50