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On papers where band detection yields few/no questions but opencv/gemma still emit response regions, those regions referenced a synthetic default_qid that was never inserted -> FK violation (exam_response_areas/exam_boundaries -> exam_questions). Ensure the fallback container question exists and reattach orphan child rows to it. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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FastAPI + Python 3.12 backend for Classroom Copilot — auth, document processing, transcription sessions, LLM integration, Supabase-backed
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