Kataib Hezbollah attacked the US Embassy in Baghdad. Who are they?

This week's attack on the American Embassy in Baghdad was orchestrated and carried out by a Shiite militia group that is known to have close ties to Iraq's neighbor, Iran. So, what do we know about this group and its relations with Iran?