import gradio as gr from textblob import TextBlob def sentiment_analysis(text: str) -> dict: """ Analyze the sentimer of the given text. Args: text (str): The input text to analyze. Returns: dict: A dictionary containing the polarity, subjectivity and assessment. """ blob = TextBlob(text) sentiment = blob.sentiment return { "polarity": round(sentiment.polarity, 2), "subjectivity": round(sentiment.subjectivity, 2), "assessment": "Positive" if sentiment.polarity > 0 else "Negative" if sentiment.polarity < 0 else "Neutral", } demo = gr.Interface( fn=sentiment_analysis, inputs=gr.Textbox(lines=2, placeholder="Enter text to analyze..."), outputs=gr.JSON(), title="Text Sentiment Analysis", description="Analyze the sentiment of text using TextBlob", ) if __name__ == "__main__": demo.launch(mcp_server=True)