Create app.py

app.py

@@ -0,0 +1,32 @@
+import gradio as gr                   # UI library
+from transformers import pipeline     # Transformers pipeline
+
+model_checkpoint_en2fil = "SalamaThanks/SalamaThanksTransformer_en2fil_v3"
+model_checkpoint_fil2en = "SalamaThanks/SalamaThanksTransformer_fil2en_v3"
+
+translator_en2fil = pipeline("translation", model = model_checkpoint_en2fil)
+translator_fil2en = pipeline("translation", model = model_checkpoint_fil2en)
+
+def transformer_en2fil(from_text):
+  results = translator_en2fil(from_text)
+  return results[0]['translation_text']
+
+def transformer_fil2en(from_text):
+  results = translator_fil2en(from_text)
+  return results[0]['translation_text']
+
+def check_lang(lang, from_text):
+  if lang == "English-to-Filipino":
+    return transformer_en2fil(from_text)
+  elif lang == "Filipino-to-English":
+    return transformer_fil2en(from_text)
+
+interface = gr.Interface(
+  fn=check_lang, 
+  inputs=[
+    gr.inputs.Radio(["English-to-Filipino", "Filipino-to-English"]),
+    gr.inputs.Textbox(lines=4, placeholder='Input Text to Translate:')],
+  outputs='text'
+)
+
+interface.launch(debug=True)