This is a historical temple with pagodas that were rebuilt about 700-800 years ago. So they are quite an impressive sight.
In addition, the temple itself is quite an interesting mix of culture... but you need a guide to explain it. E.g. on some of the retaining wall of the steps to the main temple, there are carvings of hindu gods (in a Chinese temple!). A guide will be able to explain the confluence of culture/religion and how it came about.
There is also a mulberry tree (桑树) that is more than a thousand years old.