mcp-server / app.py
Pt-kunal-mishra's picture
Upload 3 files
38d91ad verified
import json
import gradio as gr
print("gradio version:",gr.__version__)
from textblob import TextBlob
print("TextBlob version:",(TextBlob))
def sentiment_analysis(text:str) -> str:
""""
Analyze the sentiment of the given text.
Args:
text(str):The Text to analyze
Returns:
str:A JSON string containig polarity,subjectivity and assesment
"""
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)
demo=gr.Interface(
fn=sentiment_analysis,
inputs=gr.Textbox(placeholder="Enter text to Analyze..."),
outputs=gr.Textbox(),
title="Text Sentiment Analysis",
description="Analyze the sentiment of text using TextBlob"
)
if __name__=="__main__":
demo.launch(mcp_server=True)