I think money can buy happiness.

Yes.

Because Happiness is different from Joy.

What I know money can't buy is JOY

Happiness itself is temporal.
So it can be bought with money.

Those days, my relatives would come to the house, they will give us money and happiness?

Plenty.

So money can buy it.
But, it cannot buy Joy.