Key points on questions link into article sections (AMBOSS-style) with samples; difficulty tagging with builder/bank filters; adaptive session algorithm prefers unanswered questions then recycles older incorrect ones, weakest categories first with damping; question create/edit is now admin/educator only; expired exams no longer auto-submit on resume; exam suspend messaging updated. Migrations k4f5a6b7c819, l5a6b7c8d920, m6a7b8c9d031. 63 backend and 97 frontend tests pass.
Questions support an explanation per option, edited in the question dialog and shown in study feedback. Keys must match current options. Migration j3e4f5a6b708. 60 backend and 95 frontend tests pass.
Lab references deep-link to article sections or external sources, show linked cards with study links, and educators can attach cards and article targets. Grouped panel layout. Migration i2d3e4f5a607. 57 backend and 93 frontend tests pass.
Quiz share links replace the PIN copy with a public /share/{token} landing page; owners can enable/revoke without showing the full link. Moderated article/question comments with approval flow, bounds and rate limits. Educator AI article drafts/refine and private card generation with Celery job polling. Migrations f2a1c9d4e801 and g4b7e2f5a903. 50 backend and 85 frontend tests pass.
Recovery snapshot of the existing worktree before the Orthobullets-inspired revamp. Includes explanation images, classification snapshots, quiz visibility/resume fixes, quiz codes, TTS options and bot formatting. Secret heuristic and Python syntax checks passed; not a release or full behavioral validation.
Suspend now pauses the timer instead of letting it run out:
- 'Suspend & Leave' sends suspended=true with time_left to backend
- On resume, backend re-anchors started_at to now with held time_left
- Closing tab without suspending continues to run the timer (unchanged)
Timer-expired auto-submits are marked with expired=1 and excluded from:
- Attempt history (GET /attempts/history)
- Dashboard stats (quiz count, total attempts, average score)
- Attempt list (GET /attempts)
- DDL: ALTER TABLE quiz_attempts ADD COLUMN expired INTEGER DEFAULT 0
Course-quiz decoupling is preserved — these changes only touch
non-course quizzes (Quiz.course_id IS NULL).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Add reminders_disabled boolean column to users (DB source of truth).
- Scheduler reads the DB column directly; Redis no longer used for
opt-out checks.
- Scheduler now deactivates reminders when a user has no completed
attempts left for a quiz (e.g., after deleting their attempts).
- Settings API: GET returns DB value for reminders_disabled; PUT
persists that key to DB and keeps the rest of the blob in Redis.
Rollback point for Alembic wiring.
- Fully decouple course quizzes from main quiz system (hidden from
dashboard stats, history, search, results page)
- Course quiz results show "Back to Course" instead of retake/delete
- Add allow_review toggle for course creators to control answer review
- Show quiz title on course page, hide pool size from students
- Add course thumbnails to browse cards
- Replace passlib with bcrypt directly (compatible with existing hashes)
- Add HIBP breached password warnings on register/reset/change password
- Add CLI management tools (reset-password, set-role, stats, etc.)
- Fix quiz PATCH endpoint: ownership check instead of moderator-only
- Add max_length validation on course/module/lesson titles
- Fix score display bug on results page (0 of N when review disabled)
- Fix question count on course quiz start (show per-attempt, not pool)
- Improve suspend warning for timed course quizzes with max attempts
- Clean up validation error messages (show "Invalid email" not Pydantic dump)
- Add DDL migration for allow_review column
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
LMS / Course System:
- Course → Module → Lesson hierarchy (any user can create)
- Lesson types: text, video (Vimeo/YouTube/local), document, quiz, live_session
- Video provider auto-detection from URL
- BBB API integration (create/join meetings) with env config
- Course enrollment with per-lesson progress tracking
- AI content generation/refinement for text lessons
- Draft/published/archived status workflow
- Subscription gate placeholder (requires_subscription flag)
- Thumbnail upload support
- Module/lesson reorder with up/down controls
User Quiz Creation:
- Any user can create quizzes from question bank (was moderator-only)
- User quizzes: is_published=0, is_shared=0 (private by default)
- Fixed section_id fallback: None instead of hardcoded 1
Manual Question Creation:
- POST /questions/create endpoint for manual MCQ entry
- CreateQuestionModal on QuestionBankPage with options, radio for correct answer
- Auto-generates embedding on creation
Frontend:
- CoursesPage: Browse/My Courses/Created tabs with search and pagination
- CourseDetailPage: Student view with module accordion, lesson viewer, progress
- CourseEditorPage: Full course builder with AI generate, question bank browser
- Courses link in Navbar
- Create Question button on Question Bank (available to all users)
Backend:
- 5 new tables: courses, course_modules, course_lessons, course_enrollments, course_lesson_progress
- Course model + schemas + router (22 endpoints)
- BBB_SERVER_URL + BBB_SECRET config
- Updated CLAUDE.md with LMS documentation
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Users can share/unshare their flashcard decks (toggle button)
- Shared tab: paginated list of all shared decks sorted by avg rating
- Star rating system (1-5): click stars to rate, updates average live
- Each user can rate each shared deck once (upsert on re-rate)
- Admin can force-unshare any deck (remove from shared listing)
- Shared decks are study-able by anyone (read-only access)
- Owner name displayed on shared deck cards
- Load more button for shared decks (12 per page)
- New DB table: flashcard_deck_ratings (user_id+deck_id unique)
- New column: flashcard_decks.is_shared (default 0)
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Fix: flashcard task used wrong Redis key prefix (job: vs extraction:)
causing progress to stay on "pending" after completion
- Flashcards are now user-scoped: each user sees only their own decks
- Soft-delete decks: DELETE moves to trash, ?permanent=true to destroy
- Trash tab on flashcards page: restore or permanently delete decks
- Delete individual cards with inline confirmation in browse view
- Card edit/delete now allowed for deck owner (not just moderators)
- ExtractionProgress label prop: shows "Generating Flashcards" not
"Extracting Questions" for flashcard jobs
- Added deleted_at column to flashcard_decks
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
New feature: generate flashcards from PDF sections using AI, completely
separate from the existing quiz system.
Backend:
- FlashcardDeck + Flashcard models with cascade deletes
- flashcard_tag_links table for tag classification (reuses question_tags)
- /api/flashcards/ router: CRUD for decks, browse/search cards, tag filtering
- generate_flashcard_deck Celery task with chunked processing + progress
- FLASHCARD_PROMPT in extraction_modes.py (15 cards per chunk)
- "flashcard" added to admin model task types
Frontend:
- FlashcardsPage: deck grid + card browser with search/filter
- FlashcardStudyPage: flip cards, mark known/review, keyboard nav,
shuffle, progress bar, completion screen
- DocumentDetailPage: "Create Flashcards" button alongside "Extract Quiz"
- Navbar: Flashcards link
- AdminPage: flashcard in model task dropdown
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- teach.py: use _proxy_model() + pass api_key/api_base from settings (fixes LiteLLM provider error for openrouter/bedrock models)
- teach.py: accept model_id in ChatRequest so frontend can select model
- main.py: remove titan-embed-v2 from general seed, auto-delete legacy entry on startup
- main.py: kill stale idle-in-transaction DB connections at startup to prevent DDL lock hangs
- main.py: set lock_timeout=10s on DDL connection as fast-fail safety net
- TeachChat.jsx: fetch /teach/models, show selector dropdown in header when >1 model available
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Embedding:
- Embedding model now configurable via Admin UI (More tab) or LITELLM_EMBEDDING_MODEL env
- Calls LiteLLM proxy directly via httpx (bypasses LiteLLM library param validation)
- Passes dimensions=1024 to proxy; Redis setting overrides env var
- Default model: ge-gemini-embedding-001 (Gemini AI Studio, 1024-dim)
- Test button in admin UI to verify model works
- Fixed vector_service to use httpx + Redis model (was broken with non-prefixed model names)
Polly:
- Global enable/disable toggle in Admin → More settings (stored in Redis)
- /tts/voices filters out polly/* when disabled
- /tts/speak rejects polly requests when disabled
Job cancellation:
- POST /quizzes/job/{job_id}/cancel endpoint
- Cancel button on JobsPage for running jobs
- Celery task checks Redis status at each chunk boundary and exits cleanly
- Fixes DB lock on restart caused by cancelled jobs leaving open transactions
Admin UI:
- Settings tab renamed to "More" (heading: More Settings)
- Model row overflow fixed (minWidth: 0 + ellipsis on model_id)
- Embedding model search shows all proxy models (no auto-filter by "embed")
- Navbar correctly excludes cancelled/failed jobs from "extracting" count
README:
- Added Rebuild & Restart section with commands
- Updated embedding model reference
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Root cause of lost PREP 2016 quiz: deleting a section (e.g. to recreate
with different page ranges) cascade-deleted ALL quizzes attached to it,
destroying the quiz AND all its questions permanently.
Fixes:
- Section.quizzes relationship: removed cascade="all, delete-orphan"
Deleting a section no longer touches quizzes at all
- Quiz.section_id FK: changed to ON DELETE SET NULL, nullable=True
If a section is deleted, quizzes keep working (section_id becomes null)
- DB migration: drops old FK constraint and recreates with SET NULL
Also answers the question about deleting a bank question in a quiz:
- quiz_question_links FK has ON DELETE CASCADE — deleting a question
silently removes it from all quizzes
- This needs a warning UI (not yet implemented — no delete button in bank)
Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
Critical bug fix:
- DELETE /quizzes/{id} was returning 500 due to {\"quiz_id\": None} update using
the DB column name instead of Python attribute name (source_quiz_id).
Fixed with {QuestionModel.source_quiz_id: None, synchronize_session=False}
Extraction fix:
- Two-phase extraction was incorrectly triggering for PREP 2012/2014 format
documents that have 'Preferred Response:' in their explanation text.
Fix: check for inline 'Correct Answer:' first — if found, always use standard
extraction regardless of 'Preferred Response:' appearing elsewhere.
Quiz trash bin:
- DELETE /quizzes/{id} now soft-deletes (sets deleted_at)
- GET /quizzes/trash — list deleted quizzes (moderator)
- PATCH /quizzes/{id}/restore — restore from trash
- DELETE /quizzes/{id}/permanent — permanent delete (must be in trash first)
- TrashPage.jsx — accessible via Settings → Admin → Trash
Hide/publish quizzes:
- is_published column on quizzes (1=visible, 0=hidden)
- PATCH /quizzes/{id}/publish?published=false — hide from regular users
- Moderators see all quizzes; regular users only see published
- 👁/🙈 toggle button per quiz card (moderators only)
Quiz progress resume (cross-browser via Redis):
- POST /attempts/progress — save {answers, current_idx, mode} to Redis (7 days)
- GET /attempts/progress?quiz_id=N — retrieve saved progress
- DELETE /attempts/progress/{quiz_id} — clear on submit
- QuizPage auto-saves to Redis every 1.5s (debounced) while in progress
- ModeSelectScreen loads saved progress from server, shows Resume button
- Works across browsers, devices, and after logout
Delete attempt:
- DELETE /attempts/{id} — user can delete own attempt + clears reminders for that quiz
ConfirmButton component:
- Replaces all window.confirm() / window.prompt() across the app
- Double-click pattern: first click shows [Confirm] [Cancel] inline
- Applied to: QuizzesPage, DocumentDetailPage, QuizEditPage, QuestionBankPage
Category delete (QuestionBankPage):
- window.prompt() replaced with inline modal dialog with select dropdown
- User chooses where to move questions before deletion
Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
Question sharing (edits now propagate):
- quiz_question_links junction table: quizzes reference questions, not own copies
- Existing questions migrated to junction (idempotent ON CONFLICT DO NOTHING)
- from-bank and from-category create quiz by adding junction links (no copying)
- Editing a question via QuizEditPage or bank Edit modal updates the ONE record
visible in all quizzes that reference it
- Delete from quiz: only deletes Question record if no other quiz references it
- quiz_service: fixed position counter (was using len() incorrectly, now enumerate)
- question.quiz_id renamed to source_quiz_id in Python (DB column still quiz_id)
- All attempts/quizzes/search code updated to use junction helper or source_quiz_id
Bug fixes:
- PostgreSQL en_US.utf8 collation B-tree index corruption on users.email
Fixed by ALTERing column to COLLATE "C" in migration + immediate repair
- get_current_user now blocks unverified users on ALL endpoints (403 + X-Unverified header)
api/client.js intercepts X-Unverified=true and auto-logs out to /login
- Search (quiz + bank): correct_answer and explanation now included in matching_questions
so study modals work correctly
- Keyword search: order_by updated to use source_quiz_id
- Bulk category: changed from PATCH with body array to POST with Pydantic body
(fixes null category_id removal)
- Question bank: edit button added, answer highlighting removed from list view
- QuestionBankPage: Keyword/Semantic/Hybrid search toggle
- Login: login error message stays visible (removed immediate reload)
Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
Architecture:
- Questions are primary objects in a bank, tagged with question categories
- QuestionCategory is a separate taxonomy from QuizCategory (different concepts)
- Extraction → questions added to bank, optionally tagged to a question category
- Quizzes can be created from: individual question selection, question category, or PDF extraction
Backend:
- QuestionCategory model + question_categories table
- question_category_id column on questions table (nullable, SET NULL on delete)
- GET/POST/PATCH/DELETE /api/question-categories/
- POST /api/question-categories/{id}/create-quiz — create quiz from all questions in a category
- PATCH /api/questions/{id}/category — assign single question to category
- PATCH /api/questions/bulk-category — assign multiple questions at once
- GET /api/questions/bank?category_id=&uncategorized= — filter by category
- QuizCreate schema now accepts question_category_id for extraction
- quiz_service.create_quiz_from_section accepts question_category_id param
Frontend:
- DocumentDetailPage: Add to Bank Category dropdown in Quiz Settings (optional)
Labels extracted questions with the selected category on creation
- QuestionBankPage: full rewrite
- Category chips for filtering (All / Uncategorized / named categories)
- Create category button inline
- Checkbox multi-select with bulk category assignment
- Create Quiz modal: choose from selected questions OR all from a category
- Each question shows its category badge and quiz source
- Study modal with instant answer feedback
Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
Security:
- Nginx: X-Frame-Options, X-Content-Type-Options, X-XSS-Protection, CSP, Referrer-Policy, Permissions-Policy headers
- Redis-backed login rate limiting (survives container restarts)
- Admin litellm/models endpoint: api_key moved from GET query param to POST body
- Nextcloud credentials moved from localStorage to sessionStorage (cleared on tab close)
UX / Layout:
- Login: unverified users see inline "Resend verification email" option
- QuizPage mobile: TTS Listen button on its own row below question text
- QuizPage mobile: Voice selector on its own row in header card (not squashed with timer)
- QuizEditPage: scroll position preserved after saving a question edit
Quiz Categories:
- New QuizCategory model + quiz_categories table
- category_id column added to quizzes table
- GET/POST/DELETE /api/categories endpoints
- Quizzes grouped by category in QuizzesPage; moderators can assign via 🏷 menu
- Uncategorized section shown when categories exist
Question Bank:
- GET /api/questions/bank — search all questions across quizzes
- POST /api/questions/from-bank — create new quiz from selected questions (copies, originals untouched)
- QuestionBankPage: search, checkbox select, study modal, create quiz form
- "Question Bank" link added to Navbar
Search:
- "View all N questions →" button expands to full question list
- Each question has a Study button opening in-place modal with study mode
- Summary view shows 2 questions per quiz with Study button
Extraction prompt:
- Stronger emphasis on correct_answer field with step-by-step letter → full text example
- Explicit instruction never to store just the letter
Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
- FastAPI backend with JWT auth, roles (admin/moderator/user)
- PDF upload (up to 500MB) with streaming, PyMuPDF text extraction
- ChromaDB vectorization per page with metadata
- LiteLLM AI question extraction from PDF (not generation)
- Image extraction from PDF pages, graceful fallback
- Quiz modes: timed (countdown timer) + learning (answers shown inline)
- Page-by-page question navigation with dot navigator
- TTS endpoint using LiteLLM (Google Vertex / OpenAI voices)
- Admin dashboard: AI model management per task, user role management
- Moderator role: upload PDFs, create sections, generate quizzes
- Spaced repetition reminders via SMTP email (SM-2 intervals)
- APScheduler daily reminder jobs
- Celery + Redis for background PDF processing
- React frontend with all pages
- Docker Compose deployment (nginx + backend + celery + redis)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
