Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load the sentiment analysis pipeline
+sentiment_pipeline = pipeline("sentiment-analysis")
+
+def analyze_sentiment(text):
+     result = sentiment_pipeline(text)[0]
+     label = result["label"]
+     score = result["score"]
+ return f"Sentiment: {label}\nConfidence: {score:.2f}"
+# Create the Gradio interface
+iface = gr.Interface(
+     fn=analyze_sentiment,
+     inputs=gr.Textbox(placeholder="Enter text to analyze..."),
+     outputs=gr.Textbox(),
+     title="Sentiment Analysis App",
+     description="Enter a sentence to determine its sentiment (positive or negative).",
+     examples=[
+     ["I love this product! It's amazing!"],
+     ["I am very disappointed with the service."]
+                                                     ]
+                    )
+# Launch the app
+if __name__ == "__main__":
+    iface.launch()