MangMicro

MangMicro transforms static academic PDF materials into interactive microlearning experiences. Students upload their documents, and the platform's AI pipeline breaks them down into focused, digestible lessons — summaries, quizzes, slides, audio, mindmaps, and video — so study time goes into understanding, not scrolling.

Students often work with dense and lengthy academic PDF materials that are difficult to consume efficiently.

Key concepts sit buried inside dozens of pages, and every learner rebuilds the same notes, flashcards, and summaries by hand. The challenge was to turn that repetitive manual effort into an automated, guided experience — without oversimplifying the source material.

We designed MangMicro around a single flow: upload a document, choose your format, start learning. An AI pipeline processes the PDF, extracts the core concepts, and generates a set of connected learning formats — so the same material can be read as a summary, drilled as a quiz, presented as slides, listened to as audio, explored as a mindmap, or watched as a short video.

• Summary
• Quiz
• Slides
• Audio
• Mindmap
• Video

• 01

  AI content generation

  Concept extraction and lesson generation powered by Google Gemini.
• 02

  Interactive microlearning

  Quizzes and bite-size lessons designed for short, focused sessions.
• 03

  PDF processing

  Robust ingestion of large academic documents stored on Vercel Blob.
• 04

  Multi-format learning

  Summary, quiz, slides, audio, mindmap, and video views of the same material.
• 05

  Responsive web experience

  A calm, distraction-free interface that works across devices.

• Next.js
• Google Gemini
• PostgreSQL
• Drizzle ORM
• Vercel Blob
• Remotion
• Deepgram
• Tailwind CSS