Website-native projects that turn the knowledge base into working systems: search, retrieval, chatbot, accounts, and paid services.
A planned website-native search engine over the knowledge base using lexical search first, then hybrid retrieval.
A chatbot that answers only from the website knowledge base, cites sources, and exposes retrieval traces for learning.