pyr0ball
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Three-layer dedup check before community post submission: - L1: title ILIKE search against existing posts in community DB - L2: Jaccard ingredient overlap using local corpus (≥0.70 very_similar, ≥0.35 somewhat_similar) - L3: similar_to_ref FK — user can explicitly mark post as variation of existing New endpoint: POST /api/v1/community/check-similar (gracefully no-ops if community DB absent) New service: app/services/community/dedup.py — jaccard(), similarity_tier(), build_similar_post_result() Both publish modals (plan + outcome) now check similarity before submit; user can proceed as-is, mark as variation, or cancel. similar_to_ref passed in final publish payload. |
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| .cliff.toml | ||
| .env.example | ||
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| environment.yml | ||
| LICENSE-BSL | ||
| LICENSE-MIT | ||
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Kiwi
Pantry tracking and recipe suggestions — with or without an LLM.
Documentation · Live demo · circuitforge.tech
Part of the CircuitForge LLC suite — "AI for the tasks the system made hard on purpose."
The LLM is optional. Barcode scanning, receipt upload, expiry alerts, the full 200k+ recipe browser, and CSV export all work with zero LLM configured. Recipe suggestions and receipt OCR activate when a backend is available, and are BYOK-unlockable at any tier. You are never forced to send your data anywhere.
What Kiwi does
| Feature | Notes |
|---|---|
| Inventory tracking | Add items by barcode scan, receipt upload, or manually |
| Expiry alerts | Know what is about to go bad before it does |
| Recipe browser | 200k+ recipes — filter by cuisine, meal type, dietary preference, or main ingredient; pantry match percentage shown inline |
| Leftover mode | Prioritizes nearly-expired items in recipe ranking (5/day free, unlimited at Paid+) |
| Recipe suggestions | Four levels: direct corpus match, substitution/swap, cuisine-style adapter, full LLM generation |
| Meal planning | Plan meals for the week; pull from saved recipes or suggestions |
| Saved recipes | Bookmark any recipe with notes, 0-5 star rating, and free-text style tags; organize into named collections (Paid) |
| Receipt OCR | Extract line items from receipt photos automatically |
| Dietary profiles | Vegan, gluten-free, diabetic, and other constraints respected throughout |
| Style auto-classifier | LLM suggests style tags (comforting, hands-off, quick, etc.) for saved recipes |
| Community feed | Browse and share recipes with other Kiwi users |
| CSV export | Full pantry export, always available, no tier gate |
Quick start
One-line install (self-hosted, Docker required):
bash <(curl -fsSL https://git.opensourcesolarpunk.com/Circuit-Forge/kiwi/raw/branch/main/install.sh)
Or clone and run manually:
git clone https://git.opensourcesolarpunk.com/Circuit-Forge/kiwi.git
cd kiwi
cp .env.example .env
./manage.sh build
./manage.sh start
# Web: http://localhost:8511
# API: http://localhost:8512
Live cloud instance (free account required): menagerie.circuitforge.tech/kiwi
Full setup and configuration guide: docs.circuitforge.tech/kiwi
Tiers
| Feature | Free | Paid | Premium |
|---|---|---|---|
| Inventory CRUD | Yes | Yes | Yes |
| Barcode scan | Yes | Yes | Yes |
| Receipt upload | Yes | Yes | Yes |
| Expiry alerts | Yes | Yes | Yes |
| CSV export | Yes | Yes | Yes |
| Recipe browser (200k+ recipes) | Yes | Yes | Yes |
| Save recipes + notes + star rating | Yes | Yes | Yes |
| Style tags (manual, free-text) | Yes | Yes | Yes |
| Leftover mode (5/day) | Yes | Yes | Yes |
| Receipt OCR | BYOK | Yes | Yes |
| Recipe suggestions (L1–L4) | BYOK | Yes | Yes |
| Named recipe collections | — | Yes | Yes |
| LLM style auto-classifier | — | BYOK | Yes |
| Meal planning | — | Yes | Yes |
| Multi-household | — | — | Yes |
BYOK = bring your own LLM backend. Configure ~/.config/circuitforge/llm.yaml to unlock AI features at any tier without a paid subscription.
Stack
- Frontend: Vue 3 SPA (Vite + TypeScript), served on port 8511
- Backend: FastAPI + SQLite via
circuitforge-core, API on port 8512 - Auth: CircuitForge session cookie (cloud mode); local mode requires no account
- Licensing: Heimdall — free tier auto-provisioned at signup
Forgejo-primary
Kiwi is developed and maintained on Forgejo at git.opensourcesolarpunk.com/Circuit-Forge/kiwi. GitHub and Codeberg are read-only mirrors. File issues and submit pull requests on Forgejo.
License
Kiwi uses a split license:
- Discovery and inventory pipeline (barcode scan, expiry tracking, pantry CRUD, CSV export, recipe browser): MIT
- AI features (receipt OCR, LLM recipe suggestions, style auto-classifier): BSL 1.1 — free for personal non-commercial self-hosting; commercial use or SaaS re-hosting requires a paid license. Converts to MIT after 4 years.
Privacy · Safety · Accessibility — co-equal, non-negotiable across all CircuitForge products.