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When adding a unique constraint to a Postgres table does that imply that an index has also been added to that table?

Meaning, if I add a UNIQUE constraint on a text column, does that text column now have an index or does an index have to be added separately?

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Yes.
UNIQUE constraints are implemented using a unique B-tree index in Postgres.

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