Create app.py

app.py

@@ -0,0 +1,16 @@
+import gradio as gr
+from happytransformer import HappyTextToText, TTSettings
+
+def check_grammar(sentence):
+  happy_tt = HappyTextToText("T5", "leslyarun/grammatical-error-correction")
+  args = TTSettings(num_beams=5, min_length=1)
+  # Add the prefix "grammar: " before each input 
+  result = happy_tt.generate_text("grammar: " + sentence, args=args)  
+  return result
+  
+demo = gr.Interface(check_grammar, inputs=['text'],
+                    outputs="text",
+                    title = "English Grammar Corrector")
+                    
+if __name__ == "__main__":
+    demo.launch(debug=True)