Initial setup: Create text summarization app using BART model and Gradio interface

app.py

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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()

requirements.txt

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+transformers
+gradio
+torch