tf-idf Simple TF-IDF implementation Based on a swapin ideology, so that you can swap in and out different inputs and outputs, otherwise known as Sources and Sinks. Sinks; DatabaseSink JSON_Sink Sources; DirectorySource WebsiteSource (planned)