In the King James Version, the shortest chapter is Psalms 117, with only 2 verses. In full:
1 O Praise the LORD, all ye nations: praise him, all ye people. 2 For his merciful kindness is great toward us: and the truth of the LORD endureth for ever. Praise ye the LORD.