Agentic DocAI Import Pipeline
PDF extraction now belongs to the Python backend: Docling preserves layout, LangGraph orchestrates extraction, and Pydantic validates the final JSON.
backend/agentic_data_entry.py, then import the generated JSON.
Guest workspace
Browse public practice and any private assignments unlocked for your guest tag.
Build, import, review, and publish tests across every exam track.
PDF extraction now belongs to the Python backend: Docling preserves layout, LangGraph orchestrates extraction, and Pydantic validates the final JSON.
backend/agentic_data_entry.py, then import the generated JSON.
Create classes, add or remove students, and decide exactly which tests each class can see.
Checking a test publishes it to that class. Unchecking hides it from that class while keeping it in the admin bank.
Rank students by score for a specific test and inspect every selected answer against the answer key.
Create skill-linked notes, lessons, strategy pages, links, and PDF references for students.
Export or restore server-managed test content. Browser-local backup is only used in local dev mode.
Structured JSON is staged here before publishing to students.
Admin sees publication status, source files, ownership, and student availability.