Got the Browser tabs crash because of memory issues

My browser tabs keep crashing due to memory-related problems, even when I don't have many tabs open. The crashes seem to happen randomly, especially when visiting media-heavy websites, and I'm looking for solutions to stabilize my browser's memory usage.