Create app.py

app.py

@@ -0,0 +1,21 @@
+import gradio as gr
+import io
+from bertopic import BERTopic
+
+def detect_topics(file):
+    if file is not None:
+        text = file.read()
+        text = text.decode('utf-8')
+        
+    topic_model = BERTopic()
+    topics, probs = topic_model.fit_transform(texts)
+    df_topic = topic_model.get_topic_info()
+    #df_topic.to_csv('topics.csv')
+    return (topic_model.visualize_topics())
+
+#UI file
+iface = gr.Interface(fn=detect_topics, 
+                     inputs=gr.inputs.File(label="Upload File"), 
+                     outputs="text")
+
+iface.launch(debug=True)