Study Assist MVP — Demo UI

Text or file → job queue → worker → results

API: /api • Status: checking…

Input

Explain it (steps)

Paste questions / worksheet text

Creates a job and processes it via the worker.

Or upload a file (PDF or image)

PDF: extracts text. Image: stored (OCR not enabled yet).

No job yet.

Auto-polls after submit.

Note: This demo UI is for study support. You’re responsible for what you submit and for following academic policies.

Submit something on the left. Results will appear here.

Tip: If you’re still seeing model: mock, set MOCK_LLM=false and add your API key in .env, then restart PM2.