Toya Wright: My Brothers Were Killed

Toya Wright suffered a devastating loss after her two brothers were reportedly shot to death in New Orleans ... TMZ has learned.

Cops found two men suffering from multiple gunshot wounds inside of a car early Sunday morning ... and while they're not officially identifying Rudy and Josh Johnson yet ... Lil Wayne's ex confirmed the deaths ... posting a pic of her brothers, and saying, "Help me lord. I will never understand this."

Rudy and Josh were both regularly featured on Toya's show, "Tiny and Toya."

At this time, no suspects have been named ... cops continue to investigate.