Create app.py

app.py

@@ -0,0 +1,31 @@
+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']
+    
+    if label == 'POSITIVE':
+        emotion = "positive"
+    elif label == 'NEGATIVE':
+        emotion = "negative"
+    else:
+        emotion = "neutral"
+    
+    return f"Emotion: {emotion}\nConfidence: {score:.2f}"
+
+# Create the Gradio interface
+iface = gr.Interface(
+    fn=analyze_sentiment,
+    inputs=gr.Textbox(lines=5, placeholder="Enter your text here..."),
+    outputs="text",
+    title="Emotion Analysis",
+    description="Analyze the sentiment of your text using Hugging Face Transformers."
+)
+
+# Launch the app
+iface.launch()