I am currently working on a Flot graph, the API which seems pretty powerful overall, although examples of advanced use are not widely documented.
The API suggests there
http://craigsworks.com/projects/qtip2/demos/#flot is my favorite JS tooltip library. Its pretty badass and has flot integration.