### _Why are the changes needed?_
As title
### _How was this patch tested?_
- [ ] Add some test cases that check the changes thoroughly including negative and positive cases if possible
- [ ] Add screenshots for manual tests if appropriate
- [ ] [Run test](https://kyuubi.readthedocs.io/en/master/contributing/code/testing.html#running-tests) locally before make a pull request
### _Was this patch authored or co-authored using generative AI tooling?_
No.
Closes#5273 from pan3793/doc-release.
Closes#5273
c4f96c69f [Cheng Pan] 1
2266af358 [Cheng Pan] nit
1d52c1a86 [Cheng Pan] Bump version for web-ui and update release docs
Authored-by: Cheng Pan <chengpan@apache.org>
Signed-off-by: Cheng Pan <chengpan@apache.org>