NmFrameMog Monorepo

Monorepo containing three task-focused Python projects:

• Object Detection
• AI Accounting Agent
• A* Island

Structure

apps/
	object-detection/
	ai-accounting-agent/
	astar-island/
src/
	nmframemog/  # legacy root package

Each app has its own pyproject.toml, src/ package, and tests/ directory.

Task packages

• src/task_norgesgruppen_data: offline COCO-style prediction runner with root run.py
• src/task_tripletex: FastAPI POST /solve service for structured Tripletex API execution
• src/task_astar_island: authenticated client and CLI for fetch / predict / submit workflows

Development setup

This repository uses uv with Python 3.13.

uv python install 3.13
uv sync

Quality checks

uv run ruff check .
uv run ruff format --check .
uv run mypy
uv run pytest

Task-specific entrypoints

NorgesGruppen Data:

python run.py --input /data/images --output /output/predictions.json

Tripletex service:

PYTHONPATH=src uv run uvicorn task_tripletex.service:app --reload

Astar Island CLI:

PYTHONPATH=src uv run python -m task_astar_island.cli --help

To fetch third-party dependencies before running the new task packages:

uv sync

Run a specific app

uv run --package object-detection python -m object_detection.pipeline
uv run --package ai-accounting-agent python -m ai_accounting_agent.agent
uv run --package astar-island python -m astar_island.solver