Update app.py

app.py

@@ -3,7 +3,6 @@ from transformers import pipeline
 from huggingface_hub import login
 import os
 
-
 # Initialize global pipeline
 ner_pipeline = None
 
@@ -19,6 +18,10 @@ def load_healthcare_ner_pipeline():
     """Load the Hugging Face pipeline for Healthcare NER."""
     global ner_pipeline
     if ner_pipeline is None:        
+
+        # Authenticate and initialize pipeline
+        authenticate_with_token()
+
         ner_pipeline = pipeline(
             "token-classification",
             model="TypicaAI/HealthcareNER-Fr",
@@ -38,12 +41,6 @@ def log_demo_usage(text, num_entities):
     """Log demo usage for analytics."""
     print(f"Processed text: {text[:50]}... | Entities found: {num_entities}")
 
-
-
-
-# Authenticate and initialize pipeline
-authenticate_with_token()
-
 # Define the main demo interface
 demo = gr.Interface(
     fn=process_text,