iBlib Educations · Soft AI Labs

GradePlus Content Studio

An internal tool that turns textbook and syllabus PDFs and HTML into topic trees, study guides and narrated slide decks for iBlib's curriculum. iBlib's content team uses it on a production server.

Client: iBlib Educations
When: Jun 2026 – present
Status: LiveInternal tool, behind iBlib's login
Role: Main developer on the Flask codebase since June 2026: the slide and voiceover pipeline, the generation queue, learner and share views, and the Content Studio.
Built with: PythonFlaskPostgreSQLpgvectorGeminiOpenAIAlpine.jsTailwind CSSAWSDocker
Service: Websites

What was built

Turned slide decks into narrated lessons: each point gets its own voiceover in English or Hinglish, the player highlights the part being read, and an optional lip-sync teacher video can play alongside.
Moved deck generation onto a background job queue in Postgres that resumes from saved progress, reclaims crashed jobs with liveness checks and fencing so two workers never write the same deck, and shows an ETA.
Built Content Studio: any document can be dropped in and two pathways run side by side, library only and library plus the document. Every section must come from the source material, gaps are marked rather than filled, and results export to Word, PDF or Markdown.
Content in three depths, public share links for content and slides, and a link map showing how the curated syllabus tree lines up with the generated topic tree.

Part of GradePlus: GradePlus CRM.

Soft AI Labs

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