kiwi/app/services/recipe
pyr0ball 896b4e048c feat: recipe scanner — photo to structured recipe (kiwi#9)
New feature: photograph a recipe card, cookbook page, or handwritten
note and have it extracted into a structured, editable recipe.

Backend:
- POST /recipes/scan: accept 1-4 photos, run VLM extraction, return
  structured JSON for review (not auto-saved)
- POST /recipes/scan/save: persist a reviewed/edited recipe
- GET/DELETE /recipes/user: user-created recipe CRUD
- Vision backend priority: cf-orch -> local Qwen2.5-VL -> Anthropic BYOK
- 503 with clear config hint when no vision backend available
- Multi-photo support: facing pages (ingredients/directions) sent together
- Pantry cross-reference: marks which ingredients are already on hand
- migration 041: user_recipes table (title, servings, cook_time, steps,
  ingredients JSON, source, pantry_match_pct)
- Tier gate: recipe_scan -> paid, BYOK-unlockable

Frontend:
- "Scan" button in the Recipes tab bar (camera icon)
- RecipeScanModal: upload step (drag-drop + file picker, up to 4 photos,
  live previews), processing step (spinner), review/edit step (all
  fields inline-editable before save), pantry match badge, warning banner
  for low-confidence or incomplete scans

Tests: 35 new tests (23 unit + 12 API), 404 total passing
2026-04-27 08:23:01 -07:00
..
__init__.py feat: ElementClassifier -- ingredient element tagging with heuristic fallback 2026-03-30 22:59:46 -07:00
assembly_recipes.py fix: save, shopping list, and route ordering for Build Your Own 2026-04-14 14:48:30 -07:00
browse_counts_cache.py feat(recipe-tags): merge accepted community tags into browse counts + FTS fallback 2026-04-22 12:37:44 -07:00
browser_domains.py feat(browser): expand taxonomy keyword coverage for BBQ and regional subcategories 2026-04-21 15:04:13 -07:00
element_classifier.py fix: wire recipe corpus to cloud per-user DBs via SQLite ATTACH (#102) 2026-04-18 14:21:56 -07:00
grocery_links.py feat(shopping): locale-aware grocery links with region settings UI 2026-04-21 15:05:28 -07:00
llm_recipe.py chore(cf-orch): route recipe LLM calls through vllm with model candidates + CF_APP_NAME 2026-04-21 15:05:38 -07:00
locale_config.py feat(browser): expand cuisine taxonomy to 13 categories + 105 subcategories 2026-04-21 10:15:58 -07:00
recipe_engine.py feat(browse): active time estimation, prep scaling, required-ingredient filter 2026-04-27 07:13:12 -07:00
recipe_scanner.py feat: recipe scanner — photo to structured recipe (kiwi#9) 2026-04-27 08:23:01 -07:00
reranker.py feat: cross-encoder reranker for recipe suggestions (kiwi#117) 2026-04-24 16:39:51 -07:00
sensory.py feat: sensory profile filter — texture/smell/noise filtering for Browse and Find (kiwi#51) 2026-04-24 09:47:48 -07:00
staple_library.py fix: staple library — consistent tofu_firm slug, load error handling, typed yield_formats, expanded test coverage 2026-03-30 23:10:51 -07:00
style_adapter.py feat: recipe engine Phase 3 — StyleAdapter, LLM levels 3-4, user settings 2026-03-31 14:15:18 -07:00
style_classifier.py feat(recipes): LLM style classifier (#27) + cooked leftovers shelf-life (#112) 2026-04-25 23:18:16 -07:00
substitution_engine.py fix: wire recipe corpus to cloud per-user DBs via SQLite ATTACH (#102) 2026-04-18 14:21:56 -07:00
tag_inferrer.py feat(tagger): add BBQ cuisine inference signals for tag_inferrer 2026-04-21 15:06:04 -07:00
time_effort.py feat(browse): active time estimation, prep scaling, required-ingredient filter 2026-04-27 07:13:12 -07:00