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| import pandas as pd | |
| from transformers import pipeline | |
| import gradio as gr | |
| # Initialize sentiment analysis pipeline | |
| sentiment_pipeline = pipeline('sentiment-analysis') | |
| def analyze_text(text): | |
| sentiment = sentiment_pipeline(text)[0] | |
| return sentiment['label'] | |
| iface = gr.Interface(fn=analyze_text, inputs=gr.inputs.Textbox(lines=13, label="Enter Text"), outputs="text") | |
| iface.launch() | |