Update app.py

app.py

@@ -1,4 +1,5 @@
 # app.py
+
 import gradio as gr
 import torch
 import numpy as np
@@ -11,6 +12,7 @@ model_checkpoint = "bert-base-multilingual-cased"
 tokenizer = AutoTokenizer.from_pretrained(model_checkpoint)
 model = AutoModelForTokenClassification.from_pretrained(model_checkpoint, num_labels=7)
 
+# Қазақ NER үшін label тізімі
 label_list = ["O", "B-PER", "I-PER", "B-ORG", "I-ORG", "B-LOC", "I-LOC"]
 
 # ============================
@@ -50,6 +52,7 @@ def highlight_ner(text):
             color = "blue"
         elif label.startswith("LOC"):
             color = "green"
+        # Мәтіндегі сөзді HTML span тегпен орау
         colored_text = colored_text.replace(word, f"<span style='color:{color}; font-weight:bold'>{word}</span>")
     return colored_text