Update app.py

app.py

@@ -1,10 +1,4 @@
 import gradio as gr
-
-def test_function(input_text):
-    return f"You said: {input_text}"
-
-interface = gr.Interface(fn=test_function, inputs="text", outputs="text")
-interface.launch()
 from transformers import AutoModelForMaskedLM, AutoTokenizer, pipeline
 
 # Load ClinicalBERT model
@@ -12,9 +6,6 @@ model_name = "emilyalsentzer/Bio_ClinicalBERT"
 tokenizer = AutoTokenizer.from_pretrained(model_name)
 model = AutoModelForMaskedLM.from_pretrained(model_name)
 
-# Create a fill-mask pipeline
-nlp_pipeline = pipeline("fill-mask", model=model, tokenizer=tokenizer)
-
 # Create a text generation pipeline
 nlp_pipeline = pipeline("fill-mask", model=model, tokenizer=tokenizer)