ideogram-rate-limits

# Ideogram Rate Limits ## Overview Handle Ideogram's rate limits with exponential backoff, request queuing, and concurrency control. Ideogram enforces a default limit of **10 in-flight requests** (concurrent, not per-minute). Image generation takes 5-15 seconds per call, so this limit can be hit quickly during batch operations. ## Prerequisites - `IDEOGRAM_API_KEY` configured - Understanding of async patterns - `p-queue` npm package (optional, for queue-based approach) ## Ideogram Rate Limit Model | Aspect | Detail | |--------|--------| | Type | Concurrent in-flight requests | | Default limit | 10 simultaneous requests | | Error code | HTTP 429 | | Retry header | Not guaranteed -- use exponential backoff | | Higher limits | Contact `partnership@ideogram.ai` | | Generation time | 5-15s per image (varies by model/resolution) | ## Instructions ### Step 1: Exponential Backoff with Jitter ```typescript async function withBackoff<T>( operation: () => Promise<T>, config = { maxRetries: 5, baseMs: 1000, maxMs: 30000, jitterMs: 500 } ): Promise<T> { for (let attempt = 0; attempt <= config.maxRetries; attempt++) { try { return await operation(); } catch (err: any) { if (attempt === config.maxRetries) throw err; const status = err.status ?? err.response?.status; // Only retry on 429 (rate limited) or 5xx (server error) if (status && status !== 429 && status < 500) throw err; const exponential = config.baseMs * Math.pow(2, attempt...