Quick Start
Prepare one API key, one model group, and one model name before testing anything else.
Start with the shortest working path, then go deeper into tool setup, interface differences, caching behavior, token compression, console workflows, and billing details.
The shortest path to a working request, then the common coding tools most teams deploy first.
Prepare one API key, one model group, and one model name before testing anything else.
Match the tool to the request format it actually exposes, not just the model family you want to reach.
Image generation uses the same LingCoreX API key format as other OpenAI-compatible requests.
Understand interface differences, caching, and token compression before production traffic grows.
These are the differences that most often affect tooling, observability, and production behavior.
Repeated context is expensive when it is re-billed as fresh input every time.
The plugin compresses repeated or low-value prompt surface form before the request reaches the upstream model.
Learn how to manage API keys, groups, QPM, limits, and team workflows in the dashboard.
Use the key creation dialog when you want to bind one key to a specific group and limit policy.
Teams introduce shared billing and shared operational control, not just shared visibility.
Only a team owner can create, rotate, or revoke Team Management API keys from the dashboard.
Understand discounts, settlement, and the operational meaning of common billing and error codes.