Spaces:
Sleeping
Sleeping
| import gradio as gr | |
| from transformers import pipeline | |
| # Load sentiment-analysis pipeline | |
| sentiment_pipeline = pipeline("sentiment-analysis") | |
| def analyze_sentiment(text): | |
| if not text.strip(): | |
| return "Please enter valid text." | |
| result = sentiment_pipeline(text)[0] | |
| label = result['label'] | |
| score = result['score'] | |
| return f"Sentiment: {label} | Score: {score:.2f}" | |
| # Gradio interface | |
| iface = gr.Interface( | |
| fn=analyze_sentiment, | |
| inputs=gr.Textbox(lines=3, placeholder="Type something here..."), | |
| outputs="text", | |
| title="Sentiment Analysis App", | |
| description="Enter a sentence to analyze its sentiment using Hugging Face Transformers." | |
| ) | |
| iface.launch('share=True') | |