kiwi/app/services
pyr0ball e57f46f4b6 feat(streaming): add native SSE fallback for L3/L4 recipe generation (closes #126)
Two-phase streaming architecture:
  Phase 1 (sync thread): IngredientClassifier builds element profiles +
    gap list from SQLite — thread-safe, no async context needed
  Phase 2 (async): LLMRecipeGenerator.stream_generate() yields tokens via
    cf-orch warm vllm (existing /stream-token path) or AsyncOpenAI against
    Ollama if the coordinator is unavailable

Backend (app/services/recipe/llm_recipe.py):
  - stream_generate() async generator; _try_alloc_for_stream() sync helper
  - _stream_openai_compat() static method handles __auto__ model resolution
  - LLMRecipeGenerator(None) is safe for streaming (store not used)

Endpoint (app/api/endpoints/recipes.py):
  - ?stream=true on POST /recipes/suggest returns StreamingResponse
  - X-Accel-Buffering: no prevents nginx buffering without nginx.conf edits

Frontend (api.ts, recipes.ts, RecipesView.vue):
  - suggestRecipeStream() uses fetch + ReadableStream (POST; EventSource
    only supports GET)
  - streamSuggest() action in recipes store builds request internally
  - RecipesView.streamRecipe() silently falls back to native SSE when
    cf-orch token fetch fails rather than surfacing an error
2026-05-11 11:32:54 -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(streaming): add native SSE fallback for L3/L4 recipe generation (closes #126) 2026-05-11 11:32:54 -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: expand secondary use windows + dietary constraint filter (kiwi#110) 2026-04-24 17:08:45 -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
label_capture.py feat: visual label capture for unenriched barcodes (kiwi#79) 2026-04-24 17:57:25 -07:00
leftovers_predictor.py feat(recipes): LLM style classifier (#27) + cooked leftovers shelf-life (#112) 2026-04-25 23:18:16 -07:00
magpie_hook.py feat: corrections router (#73) + Magpie flywheel hook (#28) 2026-04-25 23:31:20 -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