summarize_first / app.py
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Initial setup: Create text summarization app using BART model and Gradio interface
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from transformers import pipeline
import gradio as gr
summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
def summarize_text(text):
summary = summarizer(text, max_length=130, min_length=30, do_sample=False)
return summary[0]["summary_text"]
interface = gr.Interface(
fn=summarize_text,
inputs=gr.Textbox(lines=15, placeholder="Colle ton texte ici..."),
outputs="text",
title="Résumé Automatique",
description="Entrez un texte long et obtenez un résumé concis !"
)
interface.launch()