Add Gradio app for Arabic text correction

app.py

@@ -0,0 +1,40 @@
+# -*- coding: utf-8 -*-
+"""app.ipynb
+
+Automatically generated by Colab.
+
+Original file is located at
+    https://colab.research.google.com/drive/13MWFiF9_PiWlJkoiSMYYd-MFmF5QL2Fv
+"""
+
+import gradio as gr
+from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
+
+# Load the model and tokenizer from Hugging Face
+model_name = "Slenko/Arabic-Text-Correction"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
+
+# Define the function to correct Arabic text
+def correct_arabic_text(text):
+    # Tokenize the input text
+    inputs = tokenizer(text, return_tensors="pt", truncation=True)
+    # Generate corrected output
+    outputs = model.generate(**inputs)
+    # Decode the output text
+    corrected_text = tokenizer.decode(outputs[0], skip_special_tokens=True)
+    return corrected_text
+
+# Create the Gradio interface
+interface = gr.Interface(
+    fn=correct_arabic_text,  # Function to process the input
+    inputs=gr.Textbox(lines=5, label="النص"),  # Arabic text input field
+    outputs=gr.Textbox(lines=5, label="التصحيح"),  # Arabic text output field
+    title="Arabic Text Correction",
+    description="Enter Arabic text to correct grammar, spelling, and punctuation errors.",
+)
+
+# Launch the Gradio app
+if __name__ == "__main__":
+    interface.launch()
+