kiwi/app/models/schemas
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 chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00
household.py feat: add MessageResponse schema; wire response_model on leave + remove-member endpoints 2026-04-04 22:47:39 -07:00
inventory.py fix: wire recipe corpus to cloud per-user DBs via SQLite ATTACH (#102) 2026-04-18 14:21:56 -07:00
meal_plan.py feat: wire meal planner slot editor and meal type picker 2026-04-16 14:23:38 -07:00
ocr.py chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00
quality.py chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00
receipt.py chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00
recipe.py feat: cross-encoder reranker for recipe suggestions (kiwi#117) 2026-04-24 16:39:51 -07:00
saved_recipe.py feat: saved recipes, recipe browser, and recipe detail panel 2026-04-08 14:35:02 -07:00
shopping.py fix: recipe enrichment backfill, main_ingredient browser domain, bug batch 2026-04-18 15:38:56 -07:00