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| import gradio as gr | |
| from textblob import TextBlob | |
| def analyze_sentiment(text): | |
| if not text.strip(): | |
| return "Please enter some text." | |
| analysis = TextBlob(text) | |
| polarity = analysis.sentiment.polarity | |
| if polarity > 0: | |
| return "Positive" | |
| elif polarity < 0: | |
| return "Negative" | |
| else: | |
| return "Neutral" | |
| description_text = ( | |
| "Enter a sentence, and the model will predict if it's POSITIVE, " | |
| "NEGATIVE, or NEUTRAL." | |
| ) | |
| # Gradio Interface | |
| interface = gr.Interface( | |
| fn=analyze_sentiment, | |
| inputs="text", | |
| outputs="text", | |
| title="Sentiment Analysis API", | |
| description=description_text, | |
| ) | |
| if __name__ == "__main__": | |
| interface.launch() |