chayanbhansali commited on
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f5deece
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Create app.py

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  1. app.py +18 -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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+ # Load pre-trained sentiment analysis model from Hugging Face
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+ classifier = pipeline("sentiment-analysis")
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+
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+ # Define the function to predict sentiment
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+ def predict_sentiment(text):
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+ result = classifier(text)
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+ label = result[0]['label']
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+ confidence = result[0]['score']
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+ return f"Sentiment: {label}, Confidence: {confidence:.2f}"
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+
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+ # Gradio interface
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+ interface = gr.Interface(fn=predict_sentiment, inputs="text", outputs="text",
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+ title="Sentiment Analysis", description="Enter text to predict sentiment")
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+
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+ interface.launch()