sumac

🍋 sumac: home grocery inventory app

Encrypted-at-rest grocery inventory for a household sharing one git repo and one passphrase. Locations, products, and quantities are never visible to someone holding the repo without the passphrase — not even in file or directory names. See docs/FORMAT.md for the on-disk format and threat model, and docs/LAYOUT.md for what's read-only vs mutable.

Install

Published on PyPI as sumac-home (sumac was taken); the command is still sumac.

uv tool install sumac-home     # or: pip install sumac-home

For development (this checkout):

uv sync

Depends on sealedlog (the encrypted append-only log primitive) from PyPI.

Passphrase

Set SUMAC_PASSPHRASE, or sumac will prompt interactively. The passphrase is shared by every user of the household's vault.

Usage

sumac init                                              # once, creates data/
sumac config add-location "Fridge" --id fridge
sumac config add-location "Pantry" --id pantry
sumac config show

sumac add purchase milk 2 l --to fridge
sumac add consumption milk 1 l --from fridge
sumac add movement rice 1 kg --from pantry --to fridge
sumac snapshot fridge "milk=1/l" "eggs=6/ct"            # reconciliation: resets fridge's products

sumac status                                             # current inventory, all locations
sumac status fridge                                      # current inventory, one location
sumac find milk                                           # where is milk right now?
sumac log                                                 # full ordered event log
sumac verify                                              # re-authenticate every line; check actors

All commands take --data-dir (default data, or $SUMAC_DATA_DIR).

Locations nest

A location can have a parent, so shelves, doors, bins, drawers — anything — nest under a container to arbitrary depth. There's no separate "shelf" or "grid" type; a sub-location is just another location with --parent set.

sumac config add-location "Door" --id fridge-door --parent fridge
sumac config add-array "Shelf" --parent fridge --count 4       # Shelf 1..4 under fridge
sumac config add-grid "Bin" --parent pantry --rows 3 --cols 4  # Bin R1C1..R3C4 under pantry
sumac config show                                              # renders the tree

sumac status <location> and sumac find both include everything nested under a location, not just that exact node — sumac status fridge sums the fridge itself, its door, and its shelves in one pass. Query a sub-location directly (e.g. sumac status fridge-door) to scope to just that node and its own descendants.

Evaluating agent behavior

sumac ask's agent (below) has a behavioural eval suite — a seeded inventory and a set of find/add/remove/reject scenarios, run against a real local model. It's how a prompt or model change actually gets checked, not just tried once by hand.

uv run pytest evals -v --eval-model qwen3.5-4b

See evals/README.md for the full guide (comparing models, comparing prompt variants, reading the output).

Development

See docs/DEVELOPMENT.md.

Optional: natural-language input (sumac ask)

sumac ask parses freeform text ("consume 1 jar of jam") into structured commands using a local LLM via mistralrs. It's an optional dependency group, the rest of sumac works without it.

uv sync --group ask          # CPU/Metal — no GPU required

Reviewing what it proposes

ask never writes anything without showing you the plan first. Each proposed change is one line of what changes at that location — Fridge > Door 3 jar → 2 jar — where the "after" comes from folding the records the write-time gate decided on, so a consumption larger than the recorded stock shows the zero its reconciliation produces rather than a negative number.

Alongside it, a few deterministic checks (no second model call) flag anything worth a closer look before you accept:

On a terminal the decision is an arrow-key menu (↑/↓, Enter, or the option's own letter; Esc rejects); piped or scripted, it prints the same options and reads a typed line. On a plan with more than one change, p opens a checklist to apply only some of them, and e picks a change and then the one field to change. Product, unit and location fields open a picker over what the vault already holds, filtered as you type — locations are the layout (a location has to be one that exists), products the registry, and units every unit ever recorded, the ones already used for that product first. Products and units also accept a value that isn't in the list: type it and the picker offers it as new, which is how sumac add treats it too. The amount field takes digits only, with the arrow keys stepping it up and down. Anything you type that isn't an option is feedback the agent revises the plan with.

sumac ask "move the ragu to the fridge" --dry-run   # show the plan, write nothing
sumac ask "consume 1 jar of jam" --trace            # full tool-call arguments and raw results
sumac ask "where is the rice?" --stats              # per-round token counts and tok/s
sumac ask "find the butter" --stats --trace        # both, i.e. what was printed unconditionally before

--debug (raw per-round request/response dumps) implies --stats, and also restores mistral.rs's own load logs — the DType, tokenizer, device map and the whole GGUF chat template — which are otherwise suppressed. They are Rust tracing output filtered by RUST_LOG; set that yourself for anything finer, and sumac will not override it:

RUST_LOG=info sumac ask "find the butter"                              # all of it, without --debug
RUST_LOG=mistralrs_core::gguf::chat_template=off,info sumac ask "..."  # everything but the template

In --loop mode the model is loaded once, on the first request, and reused for the rest of the session: a fresh conversation per request, with the same loaded model behind it. Switching model with g loads the new one and drops the old.

NVIDIA GPU acceleration

uv sync --no-group ask --group ask-cuda

Known upstream issue: mistral.rs's published CUDA wheels for 0.9.1/0.9.2 have a broken RPATH that prevents the extension from loading at all (tracked upstream: EricLBuehler/mistral.rs#2411). Until that's fixed upstream, ask-cuda uses a wheel built from source with a local patch — see scripts/build-mistralrs-cuda.sh.

To (re)build it:

./scripts/build-mistralrs-cuda.sh v0.9.2

This clones mistral.rs into .build/ (gitignored), builds with maturin against whatever CUDA compute capability is present on the machine you run it on (confirm with cuobjdump --list-elf <extension>.so | grep sm_ if you need to check), and patches the resulting wheel to embed a real copy of libcuda.so.1 from the system driver instead of the incorrectly-vendored one the build produces by default — uv doesn't preserve symlinks from wheel zips on install, so it's a full copy, not a link. The patched wheel lands in vendor/wheels/ (gitignored — too large for git) and pyproject.toml's ask-cuda group points at it via a local path source.

This wheel is tied to the host machine, in two separate ways. The compiled extension is built for whichever GPU's compute capability was present at build time — it is not portable to a different GPU architecture. And the embedded libcuda.so.1 is a byte-for-byte copy of this machine's driver — if you update the NVIDIA driver, reinstall the OS, swap GPUs, or move to a different machine, rebuild rather than reuse the wheel. Requires the CUDA toolkit and a Rust toolchain (rustc >= 1.94) to build; neither is needed just to run sumac.

To verify a build run uv run python -c "import mistralrs" which should import silently without erroring.