Pipeline overview
Free Pakistani exam-prep sites scraped, transformed, validated, and seeded to Firestore by Node.js scripts. Zero paid APIs, zero LLM calls in the official pipeline.
OCR fallback
Tesseract OCR with English + Urdu language packs recovers text from scanned-image Pakistani textbook PDFs, then feeds the standard pipeline.