import json import gradio as gr from textblob import TextBlob def sentiment_analysis(text): """ Analyze the sentiment of the given text Args: text:The text to analyze Returns: str:A JSON string containing polarity,subjectivity,ans assessment """ blob=TextBlob(text) sentiment=blob.sentiment result={ "polarity":round(sentiment.polarity,2), "subjectivity":round(sentiment.subjectivity,2), "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)