George Sergia commited on
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0eb21a1
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1 Parent(s): 42810c4

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  1. app.py +33 -0
  2. requirements.txt +2 -0
app.py ADDED
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+ import gradio as gr
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+ from textblob import TextBlob
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+
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+ def analyze_sentiment(text) -> dict:
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+ """
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+ Analyze the sentiment of the input text.
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+
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+ Args:
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+ text (str): The input text to analyze.
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+
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+ Returns:
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+ dict: A dictionary containing the polarity, subjectivity, and assessment of the text.
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+
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+ """
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+ blob = TextBlob(text)
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+ sentiment = blob.sentiment
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+
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+ return {
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+ f"polarity: {round(sentiment.polarity, 2)}",
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+ f"subjectivity: {round(sentiment.subjectivity, 2)}",
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+ f"assessment: {'positive' if sentiment.polarity > 0 else 'negative' if sentiment.polarity < 0 else 'neutral'}"
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+ }
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+
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+ demo = gr.Interface(
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+ fn=analyze_sentiment,
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+ inputs=gr.Textbox(label="Input Text", placeholder="Enter text to analyze sentiment..."),
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+ outputs=gr.JSON(),
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+ title="Sentiment Analysis with TextBlob",
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+ description="This app analyzes the sentiment of the input text using TextBlob and returns the polarity, subjectivity, and assessment.",
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+ )
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+
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+ if __name__ == "__main__":
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+ demo.launch(mcp_server=True)
requirements.txt ADDED
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+ gradio[mcp]
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+ textblob