From a pile of reading to a usable structure
How material comes in, becomes searchable, takes on your own structure, and works for your own ideas.
Bring what you're reading, from anywhere
Drop in whatever you're working from - PDFs, web pages, spreadsheets, even YouTube videos. Each source is chunked and embedded the moment it lands, so a messy pile of documents quietly becomes a searchable corpus. A browser extension saves pages and videos as you read, and syncs the bookmarks you've already accumulated.
- 01PDFs, pages, spreadsheets, and video - into project collections
- 02Everything is prepared to search and pull up exact sections
- 03Browser extension to save websites and videos with one click
Find the passage, not a summary
Search your whole library by concept, not just keyword - the embeddings let you pull up the exact section you half-remember reading. Results take you straight to the passage in the document; a video result opens and starts playing at the right moment. Invite collaborators and the collection becomes shared.
- 01Hybrid semantic + keyword search across everything, or a chosen subset
- 02Jump to the exact passage - or the exact moment in a video
- 03Shared collections: sources, notes, and writing, together
Mark it up the way you think
Original work starts with novel perspectives. Annotate and leave notes on specific passages, and draw links between related sections across different sources. What accumulates is a knowledge base shaped by your judgement - not a generic folder tree.
- 01Notes and annotations anchored to a passage
- 02Links drawn between related sections across sources
- 03A structure that reflects how you think, not a default taxonomy
Compose with your library at hand
A built-in word processor keeps your whole collection within reach as you write. Highlight a phrase to search for supporting material, and attach citations that open directly to the exact passage they came from - your argument and its evidence kept tethered.
- 01A word processor with your whole library in reach
- 02Highlight-to-search surfaces related material as you write
- 03Citations that open to the exact source passage
Hand the model your structure
Finally, put AI to work on the particular shape you've given your material. Our MCP tools expose your sources, notes, links, writing, and past searches to coding agents and external RAG pipelines - recollect, summarise, and follow the connections you drew. The model works from your context, not a flattening of it.
- 01MCP tools expose sources, notes, links, and writing
- 02Connect coding agents or external AI systems
- 03Nuanced recollection and synthesis built from your own ideas