khaled06 commited on
Commit
0392f95
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1 Parent(s): 768ab46

Update app.py

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Files changed (1) hide show
  1. app.py +33 -1
app.py CHANGED
@@ -1,3 +1,35 @@
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  import json
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  import gradio as gr
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- from textblob import TextBlob
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  import json
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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 sentiment_analysis(text: str) -> str:
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+ """
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+ Analyze the sentiment of the given text.
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+
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+ Args:
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+ text (str): The text to analyze
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+
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+ Returns:
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+ str: A JSON string containing polarity, subjectivity, and assessment
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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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+ result = {
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+ 'polarity': round(sentiment.polarity, 2), # -1 (negative) to 1 (positive)
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+ 'subjectivity': round(sentiment.subjectivity, 2), # 0 (objective) to 1 (subjective)
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+ 'assessment': if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral"
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+ }
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+
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+ return json.dumps(result)
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+
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+ demo = gr.Interface(
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+ fn = sentiment_analysis,
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+ input gr.TextBox(placeholder="Enter text to analyze..."),
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+ output = gr.Textbox(),
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+ title = 'Text Sentiment Analysis',
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+ description="Analyze the sentiment of text using TextBlob"
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+ )
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+ # Launch the interface and MCP server
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+ if __name__ == "__main__":
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+ demo.launch(mcp_server=True)