| 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) |
|
|
