Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Initialize the spelling correction pipeline with max_new_tokens parameter
+spelling_correction_pipe = pipeline("text2text-generation", model="Elalimy/english_spelling_correction", max_new_tokens=100)
+
+# Define the spelling correction function
+def correct_spelling(text):
+    # Perform spelling correction
+    corrected_text = spelling_correction_pipe(text)[0]['generated_text'].strip()
+    return corrected_text
+
+# Create the Gradio interface
+iface = gr.Interface(
+    fn=correct_spelling, 
+    inputs="text", 
+    outputs="text",
+    title="Spelling Correction",
+    description="Enter a text to get the corrected spelling."
+)
+
+# Launch the Gradio app
+if __name__ == "__main__":
+    iface.launch()