**Describe the bug** mkdocs builds failed due to [commit](https://github.com/FederatedAI/FATE/commit/fecb05d43487d6937bea32d60b38f0d7b544aa36) add enviroment to indicate that we are in `mkdocs building stage` so `PROJECT_BASE` should be set to repo base