kiwi/app/services/recipe
pyr0ball b5eb8e4772 feat: cross-encoder reranker for recipe suggestions (kiwi#117)
Integrates cf-core reranker into the L1/L2 recipe engine. Paid+ tier
gets a BGE cross-encoder pass over the top-20 FTS candidates, scoring
each recipe against the user's full context: pantry state, dietary
constraints, allergies, expiry urgency, style preference, and effort
preference. Free tier keeps the existing overlap sort unchanged.

- New app/services/recipe/reranker.py: build_query, build_candidate_string,
  rerank_suggestions with tier gate (_RERANKER_TIERS) and graceful fallback
- rerank_score field added to RecipeSuggestion (None on free tier, float on paid+)
- recipe_engine.py: single call after candidate assembly, before final sort;
  hard_day_mode tier grouping preserved as primary sort when reranker active
- Fix pre-existing circular import in app/services/__init__.py (eager import
  of ReceiptService triggered store.py → services → receipt_service → store)
- 27 unit tests (mock backend, no model weights) + 2 engine-level tier tests;
  325 tests passing, no regressions
2026-04-24 16:39:51 -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: cross-encoder reranker for recipe suggestions (kiwi#117) 2026-04-24 16:39:51 -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
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: time & effort signals — active/passive split, effort cards, annotated steps (kiwi#50) 2026-04-24 09:29:54 -07:00