Ingest any document, extract complex questions with layout-aware Vision AI, apply Learning Science techniques to generate highly effective assessment content, and persist directly into your database.
We decouple raw model outputs from rigid schemas to serve curriculum-aligned educational pipelines.
Plug in your personal LLM API credentials (Gemini, OpenAI, Anthropic). We never persist your keys on our servers — everything operates directly in your browser session.
Generate assessment contents grounded in Learning Science techniques including Spaced Repetition, Cognitive Scaffolding, and targeted Concept Gaps to maximize student retention.
Generate authentic, generative-AI resilient Q&As: AI Critique exercises, Viva Defense probing, and Scaffolded Sequences that combat direct student cheating.
Designed using the Adapter Pattern. Persist approved questions seamlessly into Postgres/Supabase, SQL/NoSQL databases, or export them instantly to CSV, JSON, Word, or ZIP.
Keep your workflows entirely local. Technicians can clone the repository, run the CLI orchestrator, or deploy the FastAPI server natively on their local devices.
Host the entire engine locally for free, bring your own API keys, or use our high-speed hosted routers.
For developers, hackers, and self-hosted environments. Run the platform entirely on your PC.
For independent educators and publishers who want a simple, ready-to-run hosted web editor.
For institutions and scale operations needing high throughput, embedded graphics, and premium Word formats.