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| import gradio as gr | |
| from textblob import TextBlob | |
| def sentiment_analysis(text: str) -> dict: | |
| 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(placeholder="Enter the Text to analyze"), | |
| outputs=gr.JSON(), | |
| title="Sentiment Analysis", | |
| description="Analyse the sentiment of text using TextBlob" | |
| ) | |
| if __name__ == "__main__": | |
| demo.launch(mcp_server=True) |