Refer to third party dependencies using project relative path

This has the advantage of making `go build` and `go test` work without a
wrapper script (script/build) for any platform, hence making build process
easier. A direct consequence on Windows user can run `go build` to build
without us providing a shell script.

I'll provide the script to fix the import paths later.