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Create app.py

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  1. app.py +14 -0
app.py ADDED
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+ import transformers
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+ import gradio as gr
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+ from transformers import pipeline
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+ sentiment =pipeline("text-classification", model="tabularisai/multilingual-sentiment-analysis")
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+ # Classify a new sentence
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+ sentence = "I love this product! It's amazing and works perfectly."
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+ result = sentiment(sentence)
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+ def get_sentiment(text):
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+ result = sentiment(text)
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+ label = result[0]['label']
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+ score = result[0]['score']
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+ return label, score
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+ interface = gr.Interface(fn=get_sentiment, inputs= "textbox", outputs=["text","text"])
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+ interface.launch()