Create app

app

@@ -0,0 +1,32 @@
+
+import gradio as gr
+from transformers import pipeline
+
+sentiment_pipeline = pipeline("sentiment-analysis")
+
+review = "I haven not enjoyed my stay !"
+
+result = sentiment_pipeline(review)[0]
+print(result)
+
+def analyze_sentiment(review):
+    result = sentiment_pipeline(review)[0]
+    sentiment_label = result["label"]
+    confidence_score = round(result["score"], 2)
+    return sentiment_label, confidence_score
+
+interface = gr.Interface(
+    fn=analyze_sentiment,  
+    inputs=gr.Textbox(
+        lines=3, placeholder="Enter a review...", label="Enter the review:"
+    ),
+    outputs=[
+        gr.Textbox(label="Sentiment:"),  
+        gr.Textbox(label="Confidence Score:")
+    ],
+    title="Sentiment Analysis",
+    description="Enter a review and get the sentiment and confidence score."
+)
+
+
+interface.launch()