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Cascade Assistant
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be1c032
1
Parent(s):
dacebd1
Upload correct app.py and requirements.txt
Browse files- app.py +41 -0
- requirements.txt +2 -0
app.py
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import gradio as gr
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from textblob import TextBlob
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def sentiment_analysis(text: str) -> dict:
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"""
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Performs sentiment analysis on the input text.
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Args:
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text (str): The text to analyze.
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Returns:
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dict: A dictionary containing polarity, subjectivity, and a qualitative assessment.
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"""
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blob = TextBlob(text)
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polarity = blob.sentiment.polarity
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subjectivity = blob.sentiment.subjectivity
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if polarity > 0.1:
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assessment = "positive"
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elif polarity < -0.1:
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assessment = "negative"
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else:
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assessment = "neutral"
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return {
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"polarity": polarity,
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"subjectivity": subjectivity,
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"assessment": assessment
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}
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iface = gr.Interface(
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fn=sentiment_analysis,
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inputs=gr.Textbox(lines=2, placeholder="Enter text for sentiment analysis..."),
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outputs=gr.JSON(),
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title="Sentiment Analysis Tool (MCP Enabled)",
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description="Enter text to get its sentiment polarity, subjectivity, and a qualitative assessment. This server is MCP enabled."
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)
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if __name__ == "__main__":
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# Launch the server with mcp_server=True to enable the MCP endpoint
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iface.launch(mcp_server=True)
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requirements.txt
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gradio[mcp]
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textblob
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