import os
os.system("pip install torch==2.1.2 --force-reinstall")

from transformers import pipeline
import gradio as gr

# Load sentiment analysis pipeline
classifier = pipeline("sentiment-analysis")

def analyze_sentiment(text):
    result = classifier(text)[0]
    label = result['label']
    score = round(result['score'], 4)
    return f"Sentiment: {label} (Confidence: {score})"

demo = gr.Interface(fn=analyze_sentiment,
                    inputs=gr.Textbox(lines=2, placeholder="Type your sentence here..."),
                    outputs="text",
                    title="Sentiment Analyzer 🤗",
                    description="Enter a sentence to analyze sentiment using Hugging Face Transformers.")

demo.launch()