LearnSync

Transform your custom content—blog posts, PDFs, Notion pages, or videos—into a Duolingo-like learning experience for any topic, with assessments, knowledge graphs, and personalized recommendations.

Building it in public using Next.js, Vercel AI SDK, Upstash, Neo4j, and Neon postgres.

Roadmap

• Content import from multiple sources.
  • Notion.
  • Web Page.
  • PDF.
  • Audio.
  • Video.
• Raw AI assessment generation.
• Content Splitting and indexation for RAG
• Knowledge graph(semantic network).
• Assessment recommendation system.
• Lesson recommendation system.
• Adaptive lessons and questions difficulty calibration.

Getting Started

First, install the dependencies:

npm install
# or
yarn install
# or
pnpm install

Set Environment variables:

cp .env.example .env

First, run the development server:

npm run dev
# or
yarn dev
# or
pnpm dev
# or
bun run dev

Open http://localhost:3000 with your browser to see the result.

Contact

For questions, feedback, or collaboration opportunities, feel free to reach out to Glody Mbutwile.

• Email: glodymbutwile@gmail.com
• Twitter: @glmbutwile
• Linkedin: glody mbutwile

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License

This project is licensed under the MIT License.