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import streamlit as st | |
from transformers import pipeline | |
# SENTIMENT ANALYSIS | |
# sentimizer = pipeline('sentiment-analysis') | |
# text = st.text_area('enter some text:') | |
# if text: | |
# out = sentimizer(text) | |
# st.json(out) | |
# TEXT SUMMARIZATION | |
summarizer = pipeline("summarization", model="stevhliu/my_awesome_billsum_model") | |
text = st.text_area('Enter a long body of text to summarize:') | |
if text: | |
# st.json(summarizer(text)) | |
out = summarizer(text) | |
st.write(out[0]['summary_text']) | |