v1.2.0¶
Release date: 2026-03-21
Overview¶
This release turns CareLink import support into a complete personal-data workflow inside IINTS-AF. Users can now import MiniMed / CareLink exports, generate a personal dashboard and poster, reuse the derived scenario for experiments, and ask the local Mistral assistant to explain the imported glucose patterns.
Highlights¶
- Added
iints carelink-workbenchfor one-command personal-data setup - Added new CareLink APIs:
build_carelink_workbench(...)load_carelink_event_log(...)import_carelink_timeline(...)- Added visual outputs for imported personal data:
carelink_dashboard.pngcarelink_dashboard.htmlcarelink_poster.pngcarelink_metrics.jsoncarelink_timeline.csv- Added AI-ready payload generation for imported CareLink workspaces
- Updated the local AI prompt layer so explanations now also fit imported personal glucose datasets, not only simulation runs
Example Flow¶
python -m pip install -U "iints-sdk-python35[mdmp]==1.2.0"
ollama pull ministral-3:3b
iints ai local-check --model ministral-3:3b
iints carelink-workbench \
--input-csv "/path/to/CareLink export.csv" \
--output-dir results/personal_carelink
iints ai report results/personal_carelink --model ministral-3:3b
iints ai trends results/personal_carelink --model ministral-3:3b
iints ai explain results/personal_carelink --model ministral-3:3b
Why This Matters¶
With v1.2.0, the SDK no longer stops at “import your data.” It now gives users a real workflow:
- inspect imported pump/CGM history visually
- convert it into an experiment-ready scenario
- generate a poster for demos or review
- use a local open Mistral-family model to explain trends and anomalies
Scope Notes¶
- Research use only
- Not a medical device
- No dosing advice
- AI output remains gated by MDMP verification