Rate LimitingHigh VolumeReliabilityArchitecture
API Rate Limiting: Strategies for High-Volume Applications
Handle rate limits gracefully and maximize throughput when calling multiple LLM providers.
Understanding Rate Limits
| Tier | RPM | TPM | Strategy |
|---|---|---|---|
| Free | 60 | 10K | Cache aggressively |
| Pro | 300 | 100K | Smart routing |
| Enterprise | 1000+ | 500K+ | Distributed workers |
Exponential Backoff
async function callWithRetry(fn, maxRetries = 3) {
for (let i = 0; i < maxRetries; i++) {
try {
return await fn();
} catch (e) {
if (e.status === 429) {
await delay(Math.pow(2, i) * 1000); // 1s, 2s, 4s
}
}
}
}Request Queuing
Implement a request queue with priority levels. High-priority requests jump the queue during rate limit windows.
Multi-Provider Distribution
Distribute requests across multiple API keys or providers to effectively double or triple your rate limits.