Kiwi by Circuit Forge LLC — Pantry tracking + leftover recipe suggestions; barcode/receipt OCR
pyr0ball
521cb419bc
- Migration 035: add sensory_tags column to recipes (default '{}')
- scripts/tag_sensory_profiles.py: batch tagger using ingredient names,
direction keywords, and ingredient_profiles texture data
- app/services/recipe/sensory.py: SensoryExclude frozen dataclass,
build_sensory_exclude(), passes_sensory_filter() with graceful degradation
(untagged recipes always pass; malformed JSON always passes)
- store.browse_recipes and _browse_by_match: accept SensoryExclude, apply
filter in recipe-building loop (default path) and scoring loop (match sort)
- recipe_engine.suggest: load sensory_preferences from settings, apply
passes_sensory_filter() after exclude_set check in the rows loop
- settings endpoint: add sensory_preferences to _ALLOWED_KEYS
- Frontend: SensoryPreferences types in api.ts; sensoryPreferences state and
saveSensory() action in settings store; Sensory section in SettingsView with
texture avoid pills, smell/noise tolerance scale pills with ok/limit/neutral
color coding
- 66 new tests (29 classification + 13 sensory service + 2 settings); 281 total
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| .forgejo/workflows | ||
| .github/workflows | ||
| app | ||
| config | ||
| docker/web | ||
| docs | ||
| frontend | ||
| scripts | ||
| tests | ||
| .cliff.toml | ||
| .env.example | ||
| .gitignore | ||
| .gitleaks.toml | ||
| .gitleaksignore | ||
| compose.cloud.yml | ||
| compose.override.yml | ||
| compose.yml | ||
| Dockerfile | ||
| environment.yml | ||
| LICENSE-BSL | ||
| LICENSE-MIT | ||
| manage.sh | ||
| mkdocs.yml | ||
| PRIVACY.md | ||
| pyproject.toml | ||
| README.md | ||
🥝 Kiwi
Part of the CircuitForge LLC "AI for the tasks the system made hard on purpose" suite.
Pantry tracking and leftover recipe suggestions.
Scan barcodes, photograph receipts, and get recipe ideas based on what you already have — before it expires.
LLM support is optional. Inventory tracking, barcode scanning, expiry alerts, CSV export, and receipt upload all work without any LLM configured. AI features (receipt OCR, recipe suggestions, meal planning) activate when a backend is available and are BYOK-unlockable at any tier.
Status: Beta · CircuitForge LLC
Documentation · circuitforge.tech
What it does
- Inventory tracking — add items by barcode scan, receipt upload, or manually
- Expiry alerts — know what's about to go bad
- Recipe browser — browse the full recipe corpus by cuisine, meal type, dietary preference, or main ingredient; pantry match percentage shown inline (Free)
- Saved recipes — bookmark any recipe with notes, a 0–5 star rating, and free-text style tags (Free); organize into named collections (Paid)
- Receipt OCR — extract line items from receipt photos automatically (Paid tier, BYOK-unlockable)
- Recipe suggestions — four levels from pantry-match to full LLM generation (Paid tier, BYOK-unlockable)
- Style auto-classifier — LLM suggests style tags (comforting, hands-off, quick, etc.) for saved recipes (Paid tier, BYOK-unlockable)
- Leftover mode — prioritize nearly-expired items in recipe ranking (Free, 5/day; unlimited at Paid+)
- LLM backend config — configure inference via
circuitforge-coreenv-var system; BYOK unlocks Paid AI features at any tier - Feedback FAB — in-app feedback button; status probed on load, hidden if CF feedback endpoint unreachable
Stack
- Frontend: Vue 3 SPA (Vite + TypeScript)
- Backend: FastAPI + SQLite (via
circuitforge-core) - Auth: CF session cookie → Directus JWT (cloud mode)
- Licensing: Heimdall (free tier auto-provisioned at signup)
Running locally
cp .env.example .env
./manage.sh build
./manage.sh start
# Web: http://localhost:8511
# API: http://localhost:8512
Cloud instance
./manage.sh cloud-build
./manage.sh cloud-start
# Served at menagerie.circuitforge.tech/kiwi (JWT-gated)
Tiers
| Feature | Free | Paid | Premium |
|---|---|---|---|
| Inventory CRUD | ✓ | ✓ | ✓ |
| Barcode scan | ✓ | ✓ | ✓ |
| Receipt upload | ✓ | ✓ | ✓ |
| Expiry alerts | ✓ | ✓ | ✓ |
| CSV export | ✓ | ✓ | ✓ |
| Recipe browser (domain/category) | ✓ | ✓ | ✓ |
| Save recipes + notes + star rating | ✓ | ✓ | ✓ |
| Style tags (manual, free-text) | ✓ | ✓ | ✓ |
| Receipt OCR | BYOK | ✓ | ✓ |
| Recipe suggestions (L1–L4) | BYOK | ✓ | ✓ |
| Named recipe collections | — | ✓ | ✓ |
| LLM style auto-classifier | — | BYOK | ✓ |
| Meal planning | — | ✓ | ✓ |
| Multi-household | — | — | ✓ |
| Leftover mode (5/day) | ✓ | ✓ | ✓ |
BYOK = bring your own LLM backend (configure ~/.config/circuitforge/llm.yaml)
License
Discovery/pipeline layer: MIT AI features: BSL 1.1 (free for personal non-commercial self-hosting)