Product updates, study workflows, and guides for building a personal knowledge base with grounded AI.
6 articles
Stop copying context into chat tabs. Learn how to upload sources once, index them automatically, and ask questions with citations from your own library.
Generic chat tools cannot see your syllabus. Here is a workflow for exam prep that keeps answers grounded in your uploaded materials.
Why conversation history is not the same as durable memory — and how timeline indexing helps you reuse context weeks later.
Turn indexed documents into spaced-repetition decks without manual copy-paste from PDFs and slides.
Use your own notes and past writing as retrieval context so drafts inherit your voice instead of default “AI tone.”
Knowledge work should not require ten tabs, three copy-paste cycles, and zero citations. We built one web workspace for library, memory, and study.