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

Here is Why You Need An Adapter

The outlet and plug type used in Bolivia are A and C and in Chile are C and L. This is how they look like.

Chile

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

Type C

Type L

Bolivia

In Bolivia, outlets of type A and C are in use.

Type A

Type C