Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load pre-trained sentiment analysis model from Hugging Face
+classifier = pipeline("sentiment-analysis")
+
+# Define the function to predict sentiment
+def predict_sentiment(text):
+    result = classifier(text)
+    label = result[0]['label']
+    confidence = result[0]['score']
+    return f"Sentiment: {label}, Confidence: {confidence:.2f}"
+
+# Gradio interface
+interface = gr.Interface(fn=predict_sentiment, inputs="text", outputs="text", 
+                         title="Sentiment Analysis", description="Enter text to predict sentiment")
+
+interface.launch()