ideogram-rate-limits

What this skill does

# 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 `[email protected]` |
| 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);
      const jitter = Math.random() * config.jitterMs;
      const delay = Math.min(exponential + jitter, config.maxMs);

      console.warn(`Rate limited (attempt ${attempt + 1}/${config.maxRetries}). Waiting ${delay.toFixed(0)}ms`);
      await new Promise(r => setTimeout(r, delay));
    }
  }
  throw new Error("Unreachable");
}
```

### Step 2: Concurrency-Limited Queue

```typescript
import PQueue from "p-queue";

// Ideogram allows 10 in-flight -- use 8 to leave headroom
const ideogramQueue = new PQueue({ concurrency: 8 });

async function queuedGenerate(prompt: string, options: any = {}) {
  return ideogramQueue.add(async () => {
    const response = await fetch("https://api.ideogram.ai/generate", {
      method: "POST",
      headers: {
        "Api-Key": process.env.IDEOGRAM_API_KEY!,
        "Content-Type": "application/json",
      },
      body: JSON.stringify({
        image_request: { prompt, model: "V_2", ...options },
      }),
    });

    if (response.status === 429) {
      throw Object.assign(new Error("Rate limited"), { status: 429 });
    }
    if (!response.ok) throw new Error(`Generate failed: ${response.status}`);
    return response.json();
  });
}

// Process 50 prompts safely -- queue manages concurrency
const prompts = Array.from({ length: 50 }, (_, i) => `Design variant ${i + 1}`);
const results = await Promise.all(prompts.map(p => queuedGenerate(p)));
```

### Step 3: Token Bucket Rate Limiter

```typescript
class TokenBucket {
  private tokens: number;
  private lastRefill: number;

  constructor(
    private maxTokens: number = 10,
    private refillRate: number = 1, // tokens per second
  ) {
    this.tokens = maxTokens;
    this.lastRefill = Date.now();
  }

  async acquire(): Promise<void> {
    this.refill();
    if (this.tokens > 0) {
      this.tokens--;
      return;
    }
    // Wait for next token
    const waitMs = (1 / this.refillRate) * 1000;
    await new Promise(r => setTimeout(r, waitMs));
    this.refill();
    this.tokens--;
  }

  private refill() {
    const now = Date.now();
    const elapsed = (now - this.lastRefill) / 1000;
    this.tokens = Math.min(this.maxTokens, this.tokens + elapsed * this.refillRate);
    this.lastRefill = now;
  }
}

const bucket = new TokenBucket(10, 1);

async function throttledGenerate(prompt: string) {
  await bucket.acquire();
  return queuedGenerate(prompt);
}
```

### Step 4: Batch with Progress Tracking

```typescript
async function batchGenerate(
  prompts: string[],
  onProgress?: (done: number, total: number) => void
) {
  const results: any[] = [];
  const errors: { prompt: string; error: Error }[] = [];

  for (let i = 0; i < prompts.length; i++) {
    try {
      const result = await withBackoff(() => queuedGenerate(prompts[i]));
      results.push(result);
    } catch (err) {
      errors.push({ prompt: prompts[i], error: err as Error });
    }
    onProgress?.(i + 1, prompts.length);
  }

  console.log(`Batch complete: ${results.length} success, ${errors.length} failed`);
  return { results, errors };
}
```

## Error Handling

| Scenario | Detection | Action |
|----------|-----------|--------|
| 429 received | HTTP status | Exponential backoff + retry |
| All retries exhausted | Max attempts reached | Log and skip, continue batch |
| Burst spike | Queue depth > 20 | Pause new submissions |
| Credits exhausted | 402 status | Alert, stop batch immediately |

## Output

- Reliable API calls with automatic retry on 429
- Concurrency-controlled request queue
- Token bucket for sustained throughput
- Batch processing with progress and error tracking

## Resources

- [Ideogram API Overview](https://developer.ideogram.ai/ideogram-api/api-overview)
- [p-queue](https://github.com/sindresorhus/p-queue)
- Enterprise limits: `[email protected]`

## Next Steps

For security configuration, see `ideogram-security-basics`.