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Create app.py
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app.py
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import gradio as gr
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from textblob import TextBlob
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def analyze_sentiment(text):
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if not text.strip():
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return "Please enter some text."
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analysis = TextBlob(text)
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polarity = analysis.sentiment.polarity
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if polarity > 0:
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return "Positive"
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elif polarity < 0:
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return "Negative"
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else:
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return "Neutral"
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description_text = (
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"Enter a sentence, and the model will predict if it's POSITIVE, "
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"NEGATIVE, or NEUTRAL."
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)
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# Gradio Interface
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interface = gr.Interface(
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fn=analyze_sentiment,
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inputs="text",
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outputs="text",
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title="Sentiment Analysis API",
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description=description_text,
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)
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if __name__ == "__main__":
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interface.launch()
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