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 Returns: str: The sentiment of the text """ 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.JSON(), # change from gr.JSON() to gr.Textbox() title="Sentiment Analysis", description="Analyze the sentiment of a given text." ) if __name__ == "__main__": demo.launch(mcp_server=True)