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songhai2022
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211d558
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Parent(s):
44eb445
Update app.py
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app.py
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import gradio as gr
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import gradio as gr
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from keybert import KeyBERT
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# KeyBERT model
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keybert_model = KeyBERT(model='all-MiniLM-L6-v2')
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def get_bert_keywords(text, num_keywords=5):
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result = keybert_model.extract_keywords(text, keyphrase_ngram_range=(1, 1), top_n=num_keywords)
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keyberts = [keyword for keyword, score in result]
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return keyberts
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iface = gr.Interface(fn=get_bert_keywords, inputs=["text", gr.inputs.Slider(1, 10, default=5)], outputs="text")
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iface.launch()
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