Tipue search fix and improvements (style & rendering).

Docker-DCO-1.1-Signed-off-by: O.S. Tezer <ostezer@gmail.com> (github: ostezer)
Merge pull request #5182 from ostezer/mkdocs-fix-new-js-search

Tipue search fix and improvements (style & rendering).