To add a small caption to your photo, simply:

-tap the photo
-let your creativity flow and write a caption
-tap “Done” to save it
-In the app, you can close the caption bar by pulling down the small grey handle at the top. You can also use the arrows on the left or right to move to the next photo on the page.

Your caption will always follow its photo, even if you move it to a new location.