Artifact-first Experiment Evaluation System
Project description
Axion Lab
Backend package for the Axion Lab experiment evaluation system. Provides the FastAPI server, data models, DP runner, and storage adapters.
Prerequisites
- Python 3.12+
- uv
Setup
# Install dependencies
uv sync --all-extras
Build
# Build the Python package
uv build
# Or from the repository root
make build-Axion Lab
Usage
Start the API server
axion_lab server, axion-lab server, and python -m axion_lab server all start the same API server. The command automatically runs migrations before startup. By default it uses SQLite + file storage for local development (and respects explicit environment variables when provided).
uv run axion_lab server --reload --host 0.0.0.0 --port 8000
Default local values:
DATABASE_URL=sqlite+aiosqlite:///./axion_lab.dbDATABASE_TYPE=sqliteOBJECT_STORE_PROVIDER=fileOBJECT_STORE_LOCAL_PATH=./data/object_store
Run tests
uv run pytest
Lint
uv run ruff check src/
Project Structure
src/
├── axion_lab/ # Core library (models, repositories, storage, DP)
├── axion_lab_server/ # FastAPI application and routers
└── axion_lab_alembic/ # Database migrations
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