Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+senti_pipeline = pipeline("sentiment-analysis")
+
+senti_pipeline("I am extremely happy to share this video with all of you")
+
+senti_pipeline("I am sad that you haven't subscribed to my channel yet")
+
+def sentiment_gradio(input):
+    result = senti_pipeline(input)
+    if result[0]["label"] == "POSITIVE":
+        pos_score = round(result[0]["score"], 2)
+        neg_score = 1 - pos_score
+    else:
+        neg_score = round(1*result[0]["score"], 2)
+        pos_score = 1 - neg_score
+
+    res = {'Positive': pos_score, 'Negative': neg_score}
+    return res
+
+sentiment_analysis_interface = gr.Interface( title = 'Write a review of anything and get sentiment analysis - Built by Hrishikesh', fn = sentiment_gradio,
+                                            inputs="text",
+                                            outputs= gr.outputs.Label(num_top_classes=2),
+                                            interpretation="default")
+
+sentiment_analysis_interface.launch(debug=True)