app.py

 

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()