tessl install github:jeremylongshore/claude-code-plugins-plus-skills --skill deepgram-rate-limitsImplement Deepgram rate limiting and backoff strategies. Use when handling API quotas, implementing request throttling, or dealing with rate limit errors. Trigger with phrases like "deepgram rate limit", "deepgram throttling", "429 error deepgram", "deepgram quota", "deepgram backoff".
Review Score
78%
Validation Score
12/16
Implementation Score
65%
Activation Score
90%
Implement proper rate limiting and backoff strategies for Deepgram API integration.
| Plan | Concurrent Requests | Requests/Minute | Audio Hours/Month |
|---|---|---|---|
| Pay As You Go | 100 | 1000 | Unlimited |
| Growth | 200 | 2000 | Included hours |
| Enterprise | Custom | Custom | Custom |
Create a queue to manage concurrent request limits.
Handle rate limit responses with intelligent retry.
Track request counts and audio duration.
Prevent cascade failures during rate limiting.
// lib/rate-limiter.ts
interface RateLimiterConfig {
maxConcurrent: number;
maxPerMinute: number;
retryAttempts: number;
baseDelay: number;
}
export class DeepgramRateLimiter {
private queue: Array<{
fn: () => Promise<unknown>;
resolve: (value: unknown) => void;
reject: (error: Error) => void;
}> = [];
private activeRequests = 0;
private requestsThisMinute = 0;
private minuteStart = Date.now();
private config: RateLimiterConfig;
constructor(config: Partial<RateLimiterConfig> = {}) {
this.config = {
maxConcurrent: config.maxConcurrent ?? 50,
maxPerMinute: config.maxPerMinute ?? 500,
retryAttempts: config.retryAttempts ?? 3,
baseDelay: config.baseDelay ?? 1000,
};
}
async execute<T>(fn: () => Promise<T>): Promise<T> {
return new Promise((resolve, reject) => {
this.queue.push({
fn,
resolve: resolve as (value: unknown) => void,
reject,
});
this.processQueue();
});
}
private async processQueue() {
// Reset minute counter if needed
const now = Date.now();
if (now - this.minuteStart >= 60000) {
this.requestsThisMinute = 0;
this.minuteStart = now;
}
// Check limits
if (this.activeRequests >= this.config.maxConcurrent) return;
if (this.requestsThisMinute >= this.config.maxPerMinute) return;
if (this.queue.length === 0) return;
const { fn, resolve, reject } = this.queue.shift()!;
this.activeRequests++;
this.requestsThisMinute++;
try {
const result = await this.executeWithRetry(fn);
resolve(result);
} catch (error) {
reject(error instanceof Error ? error : new Error(String(error)));
} finally {
this.activeRequests--;
this.processQueue();
}
}
private async executeWithRetry<T>(
fn: () => Promise<T>,
attempt = 0
): Promise<T> {
try {
return await fn();
} catch (error) {
const isRateLimited = error instanceof Error &&
(error.message.includes('429') || error.message.includes('rate limit'));
if (isRateLimited && attempt < this.config.retryAttempts) {
const delay = this.config.baseDelay * Math.pow(2, attempt);
const jitter = Math.random() * 1000;
await new Promise(r => setTimeout(r, delay + jitter));
return this.executeWithRetry(fn, attempt + 1);
}
throw error;
}
}
getStats() {
return {
activeRequests: this.activeRequests,
queuedRequests: this.queue.length,
requestsThisMinute: this.requestsThisMinute,
};
}
}// lib/backoff.ts
interface BackoffConfig {
baseDelay: number;
maxDelay: number;
factor: number;
jitter: boolean;
}
export class ExponentialBackoff {
private attempt = 0;
private config: BackoffConfig;
constructor(config: Partial<BackoffConfig> = {}) {
this.config = {
baseDelay: config.baseDelay ?? 1000,
maxDelay: config.maxDelay ?? 60000,
factor: config.factor ?? 2,
jitter: config.jitter ?? true,
};
}
getDelay(): number {
const exponential = this.config.baseDelay *
Math.pow(this.config.factor, this.attempt);
const capped = Math.min(exponential, this.config.maxDelay);
if (this.config.jitter) {
// Full jitter: random value between 0 and calculated delay
return Math.random() * capped;
}
return capped;
}
increment(): void {
this.attempt++;
}
reset(): void {
this.attempt = 0;
}
async wait(): Promise<void> {
const delay = this.getDelay();
await new Promise(resolve => setTimeout(resolve, delay));
this.increment();
}
}
// Usage
const backoff = new ExponentialBackoff();
async function transcribeWithBackoff(url: string) {
const maxAttempts = 5;
for (let i = 0; i < maxAttempts; i++) {
try {
return await transcribe(url);
} catch (error) {
if (i === maxAttempts - 1) throw error;
if (error instanceof Error && error.message.includes('429')) {
console.log(`Rate limited, waiting ${backoff.getDelay()}ms...`);
await backoff.wait();
} else {
throw error;
}
}
}
}// lib/circuit-breaker.ts
enum CircuitState {
CLOSED = 'CLOSED',
OPEN = 'OPEN',
HALF_OPEN = 'HALF_OPEN',
}
interface CircuitBreakerConfig {
failureThreshold: number;
resetTimeout: number;
halfOpenRequests: number;
}
export class CircuitBreaker {
private state = CircuitState.CLOSED;
private failures = 0;
private lastFailure = 0;
private halfOpenSuccesses = 0;
private config: CircuitBreakerConfig;
constructor(config: Partial<CircuitBreakerConfig> = {}) {
this.config = {
failureThreshold: config.failureThreshold ?? 5,
resetTimeout: config.resetTimeout ?? 30000,
halfOpenRequests: config.halfOpenRequests ?? 3,
};
}
async execute<T>(fn: () => Promise<T>): Promise<T> {
if (this.state === CircuitState.OPEN) {
if (Date.now() - this.lastFailure > this.config.resetTimeout) {
this.state = CircuitState.HALF_OPEN;
this.halfOpenSuccesses = 0;
} else {
throw new Error('Circuit breaker is OPEN');
}
}
try {
const result = await fn();
if (this.state === CircuitState.HALF_OPEN) {
this.halfOpenSuccesses++;
if (this.halfOpenSuccesses >= this.config.halfOpenRequests) {
this.state = CircuitState.CLOSED;
this.failures = 0;
}
}
return result;
} catch (error) {
this.recordFailure();
throw error;
}
}
private recordFailure() {
this.failures++;
this.lastFailure = Date.now();
if (this.failures >= this.config.failureThreshold) {
this.state = CircuitState.OPEN;
console.log('Circuit breaker OPENED');
}
}
getState(): CircuitState {
return this.state;
}
}// lib/usage-monitor.ts
interface UsageStats {
requestCount: number;
audioSeconds: number;
errorCount: number;
rateLimitHits: number;
startTime: Date;
}
export class DeepgramUsageMonitor {
private stats: UsageStats = {
requestCount: 0,
audioSeconds: 0,
errorCount: 0,
rateLimitHits: 0,
startTime: new Date(),
};
recordRequest(audioSeconds: number = 0) {
this.stats.requestCount++;
this.stats.audioSeconds += audioSeconds;
}
recordError(isRateLimit: boolean = false) {
this.stats.errorCount++;
if (isRateLimit) {
this.stats.rateLimitHits++;
}
}
getStats(): UsageStats & { audioDuration: string; uptimeHours: number } {
const uptimeMs = Date.now() - this.stats.startTime.getTime();
return {
...this.stats,
audioDuration: this.formatDuration(this.stats.audioSeconds),
uptimeHours: uptimeMs / 3600000,
};
}
private formatDuration(seconds: number): string {
const hours = Math.floor(seconds / 3600);
const minutes = Math.floor((seconds % 3600) / 60);
return `${hours}h ${minutes}m`;
}
shouldAlert(): boolean {
// Alert if rate limit hit rate exceeds 10%
const hitRate = this.stats.rateLimitHits / this.stats.requestCount;
return hitRate > 0.1 && this.stats.requestCount > 10;
}
}# lib/rate_limiter.py
import asyncio
import time
from collections import deque
from typing import Callable, TypeVar
T = TypeVar('T')
class RateLimiter:
def __init__(
self,
max_concurrent: int = 50,
max_per_minute: int = 500
):
self.max_concurrent = max_concurrent
self.max_per_minute = max_per_minute
self.semaphore = asyncio.Semaphore(max_concurrent)
self.request_times: deque = deque()
async def execute(self, fn: Callable[[], T]) -> T:
await self._wait_for_rate_limit()
async with self.semaphore:
self.request_times.append(time.time())
return await fn()
async def _wait_for_rate_limit(self):
now = time.time()
# Remove requests older than 1 minute
while self.request_times and now - self.request_times[0] > 60:
self.request_times.popleft()
# Wait if at limit
if len(self.request_times) >= self.max_per_minute:
wait_time = 60 - (now - self.request_times[0])
if wait_time > 0:
await asyncio.sleep(wait_time)Proceed to deepgram-security-basics for security best practices.