ReiderMx commited on
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5981bca
1 Parent(s): b99be01

Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ # Configuración del clasificador de sentimientos
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+ classifier = pipeline(task="zero-shot-classification", model="facebook/bart-large-mnli")
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+
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+ def analyze_sentiment(text):
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+ results = classifier(text, ["Positivo", "Negativo", "Neutro"], multi_label=True)
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+ mx = max(results['scores'])
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+ ind = results['scores'].index(mx)
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+ result = results['labels'][ind]
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+
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+ return result
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+
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+ # Configuración de la interfaz de Gradio
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+ demo = gr.Interface(
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+ fn=analyze_sentiment,
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+ inputs="Escribe tu comentario",
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+ outputs="Sentimiento",
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+ title="Análisis de Sentimientos"
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+ )
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+
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+ # Lanzamiento de la interfaz
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+ demo.launch(share=True)