Grounded by default
Every generated artifact keeps source context attached, so studying does not drift away from the assigned reading.
Upload PDFs, ask cited questions, generate flashcards and quizzes, then review with spaced repetition. One workspace, four surfaces, every artifact grounded in your actual documents.
Drag in PDFs, lecture notes, and problem sets. Hierarchical folders, starring, full-text search, and semantic lookup keep source material usable.
Every generated artifact keeps source context attached, so studying does not drift away from the assigned reading.
Generated outputs stay grouped as study collections, whether the collection has one artifact or a full mixed set.
Flashcards move directly into SRS review, while quizzes and guides stay browsable in the same library.
The same workflows available in the UI - search files, create flashcards, generate quizzes - are exposed through MCP tools for agent-assisted study work.
PDF ingestion, chunking, embeddings, and source-aware folder context.
Semantic search and citation retrieval keep answers anchored to real text.
Study artifacts and agent tools share the same grounded creation pipeline.
Upload a PDF. Ask one question. Generate one set of flashcards. See if it sticks.