Hi NghiaThuHai,
First of all, welcome to Bannerlord Online.
As for the items, there's a 10% risk of losing a few items from your inventory and combat gear, if you lose a battle in PvP. In PvE, that risk is only 5%.
Unique items, identified by the Diamond icon will never be lost in combat and...