cointeleporting commited on
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033b96e
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1 Parent(s): 327de4c

app.py and dependencies

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Files changed (2) hide show
  1. app.py +37 -0
  2. requirements.txt +2 -0
app.py ADDED
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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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+ Analyse the sentiment of the given text
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+
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+ Args:
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+ text (str): The text to analyse
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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': '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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+ return json.dumps(result)
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+
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+ # Gradio interface
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+ demo = gr.Interface(
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+ fn = sentiment_analysis,
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+ inputs = gr.Textbox(placeholder = 'Enter text to analyse...'),
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+ outputs = gr.Textbox(), # Changed from gr.JSON() to gr.Textbox()
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+ title = 'Text Sentiment Analysis',
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+ description = 'Analyse the sentiment of text using TextBlob'
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+ )
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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)
requirements.txt ADDED
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+ gradio[mcp]
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+ textblob