app

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load the sentiment analysis pipeline from Hugging Face
+sentiment_pipeline = pipeline("sentiment-analysis")
+
+def analyze_sentiment(text):
+    result = sentiment_pipeline(text)[0]
+    sentiment = result['label']
+    confidence = result['score']
+    return f"Sentiment: {sentiment}, Confidence: {confidence:.2f}"
+
+# Create the Gradio interface
+iface = gr.Interface(
+    fn=analyze_sentiment,
+    inputs=gr.inputs.Textbox(lines=2, placeholder="Enter text here..."),
+    outputs="text",
+    title="Sentiment Analysis",
+    description="Enter text and click the button to detect the sentiment."
+)
+
+# Launch the interface
+iface.launch()