Integration notes

• Always send the public model name, never upstream branch names.

• For video send seconds (mind each model's discrete/fixed/range values); prefer tier over size strings.

• Use reference_images for image/video-to-X (mind counts and whether required — see each model page).

• Put model-specific params inside metadata (e.g. omni's first_last_frame / source_video_url); pass them via extra_body when using the OpenAI SDK.

• Read the result from output_url in the query response (present once complete) — don't guess upstream fields.

• Tasks are async — always poll and finish only on a terminal status. ~3–5s for images, 5–10s for video.

• Reference images accept https URLs or base64 data URLs (data: prefix handled automatically).

> Grab an API key to start — Create a key in the console, then point base_url at https://us.gsnails.xyz/v1.