lace-client 0.7.6

Lace SDS generator (EU AI Act Article 53 public summary) — online-only CLI

Lace Client (SDS Generator)

Cloud‑backed CLI to generate the EU AI Act Article 53(1)(d) public training summary (DOCX).

Install

pip install lace-client

Quickstart

export LACE_API_KEY=lace_sk_...
lace pack /path/to/dataset --out sds.docx

Optional answers

# Provide non‑inferable fields via JSON (otherwise you will be prompted)
lace pack /path/to/dataset \
  --answers-file /path/to/answers.json \
  --out sds.docx

Notes:

• Online-only: lace pack calls the Lace API to produce the DOCX.
• If --answers-file is omitted, the CLI prompts for: provider name/contact, model name/version, EU placement date, and illegal‑content measures. All other fields are derived automatically.

Privacy posture

• No raw file content uploaded; uploads use pre‑signed URLs when needed.
• Analyze payload excludes absolute file paths (only relpath + hash + size + mtime).

TDM Opt‑Out Check (robots.txt, TDM‑Reservation, X‑Robots‑Tag)

Cloud‑backed check with audit evidence (auth required).

export LACE_API_KEY=lace_sk_...
lace check /path/to/dataset                 # human‑readable summary (default)
lace check /path/to/dataset --json          # machine‑readable
lace check /path/to/dataset --as-of 2024-11-12 --out evidence.zip  # save evidence

Notes:

• Signals: TDM‑Reservation headers/meta (deny training), robots.txt per RFC 9309 (named AI bots and generic), X‑Robots‑Tag (best‑effort). As‑of uses Memento/Wayback when available.
• Privacy: domains are transmitted over TLS; the service persists only salted HMACs at rest and redacts logs.

Demo (PyPI)

Try with a synthetic 10 MB dataset and a realistic answers file:

# 1) Install the client from PyPI
pip install --no-cache-dir 'lace-client==0.7.4'

# 2) Create a synthetic dataset (~10 MB, offline)
python scripts/make_sample_dataset.py --out ~/lace-sample-10mb --mb 10

# 3) Use the demo answers file
cp examples/answers_demo.json ~/answers_demo.json

# 4) Generate the SDS (requires API key)
export LACE_API_KEY=<your_key>
lace pack ~/lace-sample-10mb \
  --send-domains hashed \
  --answers-file ~/answers_demo.json \
  --out ~/sds.docx

Why include answers: provider identity, contact, model name/version, EU placement date, and illegal‑content measures cannot be inferred from raw data. Other fields are derived from the dataset automatically.