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import streamlit as st
from transformers import pipeline, PegasusForConditionalGeneration, PegasusTokenizer
from fill_in_summary import FillInSummary
def paraphrase(text):
return text
st.title('Question Generator by Eddevs')
select = st.selectbox('Type', ['Question Generator', 'Paraphrasing', 'Summarization', 'Fill in the gap'])
if select == "Summarization":
with st.form("summarization"):
# left_column, right_column = st.columns(2)
# left_column.selectbox('Type', ['Question Generator', 'Paraphrasing'])
st.selectbox('Model', ['T5', 'GPT Neo-X'])
input = st.text_area("Input Text")
submitted = st.form_submit_button("Generate")
if submitted:
st.write(FillInSummary().summarize(input))
if select == "Fill in the gap":
with st.form("summarization"):
# left_column, right_column = st.columns(2)
# left_column.selectbox('Type', ['Question Generator', 'Paraphrasing'])
st.selectbox('Model', ['T5', 'GPT Neo-X'])
input = st.text_area("Input Text")
submitted = st.form_submit_button("Generate")
if submitted:
fill = FillInSummary()
summarized = fill.summarize(input)
st.write(fill.blank_ne_out(summarized))
if select == "Paraphrasing":
with st.form("paraphrasing"):
# left_column, right_column = st.columns(2)
# left_column.selectbox('Type', ['Question Generator', 'Paraphrasing'])
st.selectbox('Model', ['T5', 'GPT Neo-X'])
input = st.text_area("Input Text")
submitted = st.form_submit_button("Generate")
if submitted:
st.write(paraphrase(input))
#if st.button('Generate'):
# st.write(input)
#st.success("We have generated 105 Questions for you")
# st.snow()
##else:
##nothing here
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