You Do Need power plug adapter while traveling from Tanzania to Chile.

Here is Why You Need An Adapter

The outlet and plug type used in Chile are C and L and in Tanzania are D and G. This is how they look like.

Tanzania

In Tanzania, outlets of type D and G are in use.

Type D

Type G

Chile

In Chile, outlets of type C and L are in use.

Type C

Type L