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app.py and dependencies
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import json
import gradio as gr
from textblob import TextBlob
def sentiment_analysis(text: str) -> str:
'''
Analyse the sentiment of the given text
Args:
text (str): The text to analyse
Returns:
str: A JSON string containing polarity, subjectivity, and assessment
'''
blob = TextBlob(text)
sentiment = blob.sentiment
result = {
'polarity': round(sentiment.polarity, 2), # -1 (negative) to 1 (positive)
'subjectivity': round(sentiment.subjectivity, 2), # 0 (objective) to 1 (subjective)
'assessment': 'positive' if sentiment.polarity > 0 else 'negative' if sentiment.polarity < 0 else 'neutral'
}
return json.dumps(result)
# Gradio interface
demo = gr.Interface(
fn = sentiment_analysis,
inputs = gr.Textbox(placeholder = 'Enter text to analyse...'),
outputs = gr.Textbox(), # Changed from gr.JSON() to gr.Textbox()
title = 'Text Sentiment Analysis',
description = 'Analyse the sentiment of text using TextBlob'
)
# Launch the interface and MCP server
if __name__ == '__main__':
demo.launch(mcp_server = True)