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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.db
  • DATABASE_TYPE=sqlite
  • OBJECT_STORE_PROVIDER=file
  • OBJECT_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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