Update newapp.py

newapp.py

@@ -51,7 +51,7 @@ def monitor_memory():
         process = psutil.Process()
         memory_info = process.memory_info()
         logger.info(f"Memory usage: {memory_info.rss / 1024 / 1024:.2f} MB")
-        if memory_info.rss > 2 * 1024 * 1024 * 1024:  # If using more than 2GB
+        if memory_info.rss > 1 * 1024 * 1024 * 1024:  # If using more than 1GB
             logger.warning("High memory usage detected, clearing cache")
             clear_model_cache()
         time.sleep(300)  # Check every 5 minutes
@@ -2472,7 +2472,7 @@ def check_if_property_related(text):
         }
 
 # Update the load_model function to use memory optimizations
-@lru_cache(maxsize=3)  # Limit cache size
+@lru_cache(maxsize=2)  # Reduce cache size to 2 models
 def load_model(task, model_name):
     try:
         logger.info(f"Loading model: {model_name} for task: {task}")