Conuo

Conuo is an AI learning workspace in development. It brings imported documents and webpages together with a PDF reader, conversations with source citations, notes, and knowledge pages that users can review and edit.

Reading material, AI answers, and notes often sit in separate tools. Checking an answer against its source requires switching views, while useful discussion can remain buried in chat history.

The Next.js and React interface places PDF.js source reading beside the conversation. Questions can use source text or a selected PDF region sent to a vision model. Tiptap supports notes and knowledge pages; Supabase handles accounts and cloud storage, with save results shown in the interface.

The core flow covers importing materials, reading and asking questions, checking sources, and saving notes. Live-model and account checks have covered document Q&A, PDF region study, and cloud recovery. The first web release remains in development and has not been publicly deployed; production background tasks and vector retrieval still need complete validation.

The work involved keeping answers connected to source passages and distinguishing generated drafts from reviewed knowledge. It also required clear save feedback so users can tell whether an edit has reached cloud storage.

• Import PDF, DOCX, Markdown, text files, and webpages
• Read the source PDF beside conversations with citations
• Ask a vision model about a selected region of a PDF page
• Edit notes and review knowledge pages, with cloud save feedback