01 · Reading workflow
A document pipeline that turns uploaded PDFs into conversational reading sessions.
- Bookified connects authenticated uploads, PDF parsing, MongoDB persistence, Blob-backed assets, and Vapi voice interaction.
- The workflow keeps the original document, parsed representation, and conversation experience connected to the user's account.
Document flow
01
Upload
Authenticated user adds a PDF and its metadata.
02
Parse and store
Content is extracted while assets remain in Blob storage.
03
Read and talk
The app presents the book and connects Vapi conversation.
Purpose
Treat a PDF as an interactive reading surface rather than a file that users can only open and scroll.
Working model
An authenticated upload is stored, parsed into usable reading content, persisted with metadata, and made available to voice-driven interaction.