How to create animated GIF with captions?

Hi,

I would like to create a GIF file which appears as a slideshow of
multiple images with a fade-in effect. On image would gradually fade
and tunr into the next image. Also, I need a caption to appear in
small font at the bottom and outside the image. Is there a tool
(online or desktop) to do this?

Thanks,
Yash