import json import gradio as gr from textblob import TextBlob def sentiment_analysis(text:str)->str: """Analyze the sentiment of a given text Args: text(str):The text to analyze Return: str:A json string containing polarity,subjectivity and 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)