create english_to_darija_gradio.py

app.py

@@ -0,0 +1,21 @@
+import gradio as gr
+from transformers import pipeline
+from transformers import pipeline
+
+# Initialize the translation pipeline
+pipe = pipeline("translation", model="alpha2002/eng_alpha_darija", tokenizer="alpha2002/eng_alpha_darija")
+
+def translate_transformers(from_text):
+    translation = pipe(from_text, src_lang="en_XX", tgt_lang="ar_AR")
+    return translation[0]['translation_text']
+
+def translate_gradio(input_text):
+    return translate_transformers(input_text)
+
+interface = gr.Interface(fn=translate_gradio,
+                         title="English to Darija Translator",
+                         description="Enter English text to translate it to Darija in Arabic script.",
+                         inputs="text",
+                         outputs='text')
+
+interface.launch()