eduuse case
Tutoring & curriculum agents
Move past chatbot tutors. OpenGraph AI models concepts, prerequisites, textbooks and a learner's per-concept mastery as one graph — so a tutoring agent can recommend the next thing to learn, not just the next thing to read.
graph.preview
8 nodes · 10 edges
drag nodes · scroll to zoom · click to inspect
what you get
- Concept dependency graph across textbooks
- Per-student knowledge state, updated from work
- Cross-textbook retrieval — same concept, multiple explanations
- Recommends the next concept, not the next page
sources in
- → Textbooks (PDF)
- → Lecture videos / transcripts
- → Problem sets
- → Student work
what comes out
- ◇ Next-concept recommendations
- ◇ Personalized review plans
- ◇ Knowledge-state reports
example
A question your agent can now answer.
agent.session
> ask
What should this student study next before tackling backprop?
> graph
→ Gaps: chain rule (0.4), partial derivatives (0.6). Recommend: 2 problems + 1 video.
Playground
Drop a file.Watch a graph appear.
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