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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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+ # Load the sentiment-analysis pipeline
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+ sentiment_analyzer = pipeline("sentiment-analysis")
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+
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+ # Define the function to analyze text sentiment
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+ def analyze_sentiment(text):
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+ result = sentiment_analyzer(text)
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+ sentiment = result[0]['label']
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+ score = result[0]['score']
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+ return f"Sentiment: {sentiment} (Confidence: {score:.2f})"
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+
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+ # Create the Gradio interface
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+ app = gr.Interface(
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+ fn=analyze_sentiment,
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+ inputs=gr.Textbox(label="Enter text to analyze"),
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+ outputs=gr.Textbox(label="Sentiment Analysis Result"),
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+ title="Text Sentiment Analyzer",
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+ description="Analyze the sentiment of text input using a pre-trained NLP model."
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+ )
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+
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+ if __name__ == "__main__":
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+ app.launch()