Update app.py

app.py

@@ -1,14 +1,20 @@
 from huggingface_hub import from_pretrained_keras
 import gradio as gr
 
-# Load the model from Hugging Face
+# Load the model from Hugging Face Hub (replace with correct model name)
 model = from_pretrained_keras("Bajiyo/Malayalam_transliteration")
 
 def transliterate(input_text):
-    # Make predictions using the model directly
-    predictions = model.predict(input_text)
-    
-    return predictions
+    # Preprocess input text if needed (e.g., handle punctuation, special characters)
+    preprocessed_text = preprocess_text(input_text)
+
+    # Make predictions using the model
+    predictions = model.predict(preprocessed_text)
+
+    # Implement post-processing based on model's output format
+    output_text = post_process_predictions(predictions)
+
+    return output_text
 
 # Define Gradio interface
 inputs = gr.inputs.Textbox(label="Enter Malayalam Text")