Create app.py
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app.py
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import gradio as gr
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from keybert import KeyBERT
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# Инициализируем KeyBERT
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kw_model = KeyBERT()
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def extract_keywords(text):
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if not text or not text.strip():
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return []
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# Извлекаем топ-5 ключевых слов
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keywords = kw_model.extract_keywords(text, top_n=5)
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return keywords # список кортежей (keyword, score)
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# Готовим Gradio-интерфейс
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iface = gr.Interface(
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fn=extract_keywords,
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inputs=gr.Textbox(label="Enter text"),
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outputs="json",
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title="KeyBERT Extractor",
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description="Введите текст, чтобы получить ключевые слова"
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)
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if __name__ == "__main__":
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iface.launch()
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