Update app.py

app.py

@@ -10,7 +10,7 @@ from langdetect import detect
 import asyncio  # For asynchronous processing
 
 # Initialize BLIP-2 model and processor for image-to-text
-@st.cache(allow_output_mutation=True)
+@st.cache_resource  # Use st.cache_resource for caching models
 def load_blip2_model():
     processor = Blip2Processor.from_pretrained("Salesforce/blip2-opt-2.7b")
     model = Blip2ForConditionalGeneration.from_pretrained("Salesforce/blip2-opt-2.7b")
@@ -19,7 +19,7 @@ def load_blip2_model():
 processor, model = load_blip2_model()
 
 # Initialize translation pipeline for Korean to English
-@st.cache(allow_output_mutation=True)
+@st.cache_resource  # Use st.cache_resource for caching models
 def load_translation_model():
     return pipeline("translation", model="Helsinki-NLP/opus-mt-ko-en")