: Use official constraint files to ensure compatible dependency versions.
The most common way to get the CLI is via Python's package manager, . airflow cli download
: Run airflow version to confirm the CLI is accessible. Option B: The Astro CLI (Recommended for Local Dev) Installation of Airflow® — Airflow 3.2.1 Documentation : Use official constraint files to ensure compatible
: Keep your installation clean by using venv or conda . airflow cli download