Guide

Structured Output

Use JSON schema constraints when downstream systems require predictable response shape.

Base https://api.vip.lingapi.ai

Quick checklist

  1. Confirm the selected model supports this capability.
  2. Send a minimal request before enabling the feature in production.
  3. Verify usage, billing, and error handling in the console.

How to use it

Validate model output before writing to databases or queues.

Safety checks

Keep retries bounded, record request ids, and make user-facing workflows resilient to provider-side failures.

Example

Example 
curl https://api.vip.lingapi.ai/v1/models \
  -H "Authorization: Bearer <YOUR_API_KEY>"