create app.py

app.py

@@ -0,0 +1,18 @@
+import gradio as gr
+from transformers import pipeline
+
+pipeline = pipeline("text-classification", model="nickprock/distilbert-base-uncased-banking77-classification")
+
+def predict(text):
+  predictions = pipeline(text)
+  return {p["label"]: p["score"] for p in predictions}
+  
+  gr.Interface(
+    predict,
+    inputs="textbox",
+    outputs="label",
+    theme="huggingface", 
+    title="Banking Intent Classifier",
+    description="Try to classify customer queries",
+    examples=[["I can't pay by my credit card"],["The amount on the transfer is wrong can I cancel it?"]]
+).launch()