Real Python: Build Real-World Python Skills

Two people test two machines labeled Spark and Glimmer, one sealed with a padlock and one open, joined by a tokens gauge and a cost counter with gold coins.
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Get Started With Meta Muse in Python: Spark and Glimmer

Get started with Meta Muse in Python. Make your first Muse Spark call, then add streaming, images, and tool calls, and try the open-weights Glimmer.

Nov 13, 2026 intermediate ai api