Create app.py

app.py

@@ -0,0 +1,12 @@
+from transformers import pipeline, Conversation
+import gradio as gr
+
+classifier = pipeline(task="text-classification", model="SamLowe/roberta-base-go_emotions", top_k=None)
+
+def top3_text_classes(message, history):
+    return str(classifier(message)[0][:3]).replace('}, {', '\n').replace('[{', '').replace('}]', '')
+
+demo_sentiment = gr.ChatInterface(top3_text_classes, title="Text Sentiment Chatbot", 
+                                  description="Enter your text, and the chatbot will classify the sentiment.")
+
+demo_sentiment.launch()