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I will not be installing Fedora Package Database(pkgdb) anymore as Fedora will stop maintaining it after two months, instead I will be installing pkgdb2 which is not completely ready yet.
Details can be found on my blog.
Update November 24th
I managed to get a testing instance of pkgdb2 up and running, refer to my blog for instructions and a sample.