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import streamlit as st | |
from transformers import pipeline | |
st.title("Text Summarization with Hugging Face") | |
# Choose model and set up pipeline | |
model_name = "t5-base" | |
summarizer = pipeline("summarization", model=model_name) | |
# Get user input | |
text = st.text_area("Enter some text to summarize:") | |
# If user has entered text, summarize it | |
if text: | |
summary = summarizer(text, max_length=100, min_length=30, do_sample=False) | |
st.write("Here is your summary:") | |
st.write(summary[0]["summary_text"]) |