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1feb7fc | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 | import gradio as gr
from textblob import TextBlob
def sentiment_analysis(text: str) -> dict:
""""
Analyze sentiment for the given text.
Args:
text (str): Text to analyze.
Returns:
dict: A dictionary polarity, subjectivity and assesment.
"""
blob = TextBlob(text)
sentiment = blob.sentiment
return {
"polarity": round(sentiment.polarity, 2),
"subjectivity": round(sentiment.subjectivity, 2),
"assesment": "positive" if sentiment.polarity > 0 else "negative" if sentiment.polarity < 0 else "neutral",
}
app = gr.Interface(
fn=sentiment_analysis,
inputs=gr.Textbox(lines=2, placeholder="Enter text here..."),
outputs=gr.JSON(),
title="Text Sentiment Analysis",
description="Analyze sentiment of text using TextBlob."
)
if __name__ == "__main__":
app.launch(mcp_server=True) |