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Create app.py
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import streamlit as st
from transformers import pipeline
# Define the summarization pipeline
hub_model_id = "VinayakMane47/mt5-small-finetuned-amazon-en-es"
summarizer = pipeline("summarization", model=hub_model_id)
# Create the Streamlit app
def main():
st.title("Text Summarizer")
text = st.text_area("Enter some text to summarize")
if st.button("Summarize"):
summary = summarizer(text, max_length=100, min_length=30, do_sample=False)[0]['summary_text']
st.write(summary)
if __name__ == "__main__":
main()