If a database is in memory does it still need indexing?

INFO I'm following lessons on databases. We're learning about indices now.

Question

If big parts of a table are in the memory, would using a index still have benefits?

My side

I would assume indexing makes a search always faster, so yes it would have benefits. I hope this is not to much opinion based and maybe someone have a good explained reason why or why not it has benefits.