Add application file

app.py

@@ -0,0 +1,22 @@
+import gradio as gr
+from transformers import pipeline
+
+class UI:
+    def __init__(self, model):
+        self.model = pipeline("sentiment-analysis", model="lyrisha/bert-finetuned-imdb-sentiment")
+
+    def launch(self):
+        demo = gr.Interface(
+            fn=self.model,
+            inputs="textbox",
+            outputs="text",
+            title="Check the mood of the sentence",
+            description="The model was trained on 'imdb' dataset to classify sentences as 'positive' or 'negative' attitude.",
+            examples=[["Great news! My reality check just bounced."],
+                      ["I'm not arguing, I'm just explaining why I'm right."],
+                      ["I love deadlines, especially the whooshing sound they make as they fly by."],
+                      ["Life is like a box of chocolates. It's full of nuts."]]
+        )
+        return demo.launch()
+        
+UI().launch()