Update app.py

app.py

@@ -17,10 +17,10 @@ data = pd.read_csv('RBDx10kstats.csv')
 # Function to safely convert JSON strings to numpy arrays
 def safe_json_loads(x):
     try:
-        return np.array(json.loads(x), dtype=np.float32)  # Ensure the array is of type float32
+        return np.array(json.loads(x), dtype=np.float16)  # Ensure the array is of type float32
     except json.JSONDecodeError as e:
         logging.error(f"Error decoding JSON: {e}")
-        return np.array([], dtype=np.float32)  # Return an empty array or handle it as appropriate
+        return np.array([], dtype=np.float16)  # Return an empty array or handle it as appropriate
 
 # Apply the safe_json_loads function to the embedding column
 data['embedding'] = data['embedding'].apply(safe_json_loads)