Add application file

app.py

@@ -0,0 +1,16 @@
+import gradio as gr
+from transformers import pipeline
+
+def predict(text):
+    pipe = pipeline("text-classification", model="Newtral/xlm-r-finetuned-toxic-political-tweets-es")
+    prediction = pipe(text, return_all_scores=True)[0]
+    return {"Toxic": prediction[0]["score"], "Very Toxic": prediction[1]["score"]}
+
+interface = gr.Interface(predict, gr.inputs.Textbox(), gr.outputs.Label(num_top_classes=2), 
+                         capture_session=True, interpretation=None,
+                        title="Is your favorite Spanish politician toxic on Twitter? Test it here!")
+
+interface.launch()
+
+
+