Simple explanation of some things
Akademy is the yearly conference for KDE Contributors and other interested persons.
Baloo is the new file indexer
Nepomuk is the old indexing service, now mostly retired.
Okular PDF reader released as part of KDE Applications
Randa is a remote place in Switzerland where Mario Fux close to every year arranges a large week long hacking sprint.