kiwi/app/services
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
..
community feat(community): KiwiCommunityStore + pseudonym helpers in per-user store 2026-04-13 10:54:13 -07:00
export chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00
image_preprocessing chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00
meal_plan docs(bsl): document cf-text/LLMRouter routing chain in llm_timing and llm_planner 2026-04-12 14:07:32 -07:00
ocr chore: bump circuitforge-core dep to >=0.8.0; fix stale resources imports 2026-04-04 22:39:04 -07:00
quality chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00
recipe feat: cross-encoder reranker for recipe suggestions (kiwi#117) 2026-04-24 16:39:51 -07:00
__init__.py feat: cross-encoder reranker for recipe suggestions (kiwi#117) 2026-04-24 16:39:51 -07:00
barcode_scanner.py feat: cloud auth bypass, VRAM leasing, barcode EXIF fix, pipeline improvements 2026-04-01 16:06:23 -07:00
coordinator_proxy.py feat(streaming): add coordinator_proxy service module 2026-04-24 10:18:40 -07:00
expiration_predictor.py feat: wire secondary-use window hints into recipe engine (#83) 2026-04-18 19:06:53 -07:00
heimdall_orch.py feat(kiwi): add Heimdall orch budget client with fail-open semantics 2026-04-14 15:15:43 -07:00
inventory_service.py chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00
openfoodfacts.py fix: barcode scan performance + timeout + success message 2026-04-16 09:57:53 -07:00
receipt_service.py chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00
receipt_service_inmemory_backup.py chore: initial commit — kiwi Phase 2 complete 2026-03-30 22:20:48 -07:00