uLearn — Agentic Micro-Learning Platform
Micro-learning platform that generates 15-minute lessons with a multi-agent backend and a calm, fast frontend.
Repo
Micro-learning platform that generates 15-minute lessons with a multi-agent backend and a calm, fast frontend.
Purpose Deliver tightly scoped lessons that avoid open-ended chat drift and produce reusable structured outputs.
Approach Designed a multi-agent pipeline that plans, generates structured blocks, and validates format/time budget, with deterministic checks and LLMs only for content generation.
Constraints Kept the user flow stateless with append-only telemetry and support for MongoDB or in-memory backends.
Recent updates Added snapshots, an architecture diagram, and a demo video for quick context.
Tech stack React · FastAPI · MongoDB · Pyodide