Skills Artificial Intelligence Production Patterns for Retell AI SDK

Production Patterns for Retell AI SDK

v20260423
retellai-sdk-patterns
This resource provides production-ready, structured patterns for building robust voice agent applications using the Retell AI SDK. It covers best practices such as implementing singleton client management, defining typed agent configurations with integrated LLMs, adding automatic retry logic for call failures, and managing large-scale outbound campaigns. Use this when building stable, scalable, and reliable voice automation systems.
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Overview

Retell AI SDK Patterns

Overview

Production-ready patterns for Retell AI: client singletons, typed agent configurations, call management, and error handling.

Prerequisites

  • Completed retellai-install-auth
  • retell-sdk installed

Instructions

Step 1: Singleton Client

import Retell from 'retell-sdk';

let _retell: Retell | null = null;

export function getRetellClient(): Retell {
  if (!_retell) {
    _retell = new Retell({ apiKey: process.env.RETELL_API_KEY! });
  }
  return _retell;
}

Step 2: Typed Agent Configuration

interface AgentConfig {
  name: string;
  voiceId: string;
  prompt: string;
  functions?: FunctionConfig[];
  maxCallDurationMs?: number;
  endCallAfterSilenceMs?: number;
}

async function createAgent(config: AgentConfig) {
  const retell = getRetellClient();

  const llm = await retell.llm.create({
    model: 'gpt-4o',
    general_prompt: config.prompt,
    functions: config.functions,
  });

  const agent = await retell.agent.create({
    response_engine: { type: 'retell-llm', llm_id: llm.llm_id },
    voice_id: config.voiceId,
    agent_name: config.name,
    max_call_duration_ms: config.maxCallDurationMs || 300000,
    end_call_after_silence_ms: config.endCallAfterSilenceMs || 10000,
  });

  return { agentId: agent.agent_id, llmId: llm.llm_id };
}

Step 3: Call Manager with Retry

async function makeCallWithRetry(
  fromNumber: string, toNumber: string, agentId: string, maxRetries = 2
) {
  const retell = getRetellClient();
  for (let attempt = 0; attempt <= maxRetries; attempt++) {
    try {
      const call = await retell.call.createPhoneCall({
        from_number: fromNumber,
        to_number: toNumber,
        override_agent_id: agentId,
      });
      return call;
    } catch (err: any) {
      if (attempt === maxRetries || err.status < 500) throw err;
      await new Promise(r => setTimeout(r, 2000 * (attempt + 1)));
    }
  }
}

Step 4: Batch Call Campaign

async function runCallCampaign(
  numbers: string[], agentId: string, concurrency = 3, delayMs = 2000
) {
  const results: Array<{ number: string; callId?: string; error?: string }> = [];
  const queue = [...numbers];
  const active = new Set<Promise<void>>();

  while (queue.length > 0 || active.size > 0) {
    while (active.size < concurrency && queue.length > 0) {
      const number = queue.shift()!;
      const p = (async () => {
        try {
          const call = await makeCallWithRetry(process.env.RETELL_PHONE_NUMBER!, number, agentId);
          results.push({ number, callId: call.call_id });
        } catch (err: any) {
          results.push({ number, error: err.message });
        }
        await new Promise(r => setTimeout(r, delayMs));
      })();
      active.add(p);
      p.finally(() => active.delete(p));
    }
    if (active.size > 0) await Promise.race(active);
  }
  return results;
}

Output

  • Singleton Retell client
  • Typed agent creation with LLM configuration
  • Retry logic for call creation
  • Concurrent call campaign manager

Error Handling

Pattern Use Case Benefit
Singleton All SDK calls One client instance
Typed config Agent creation Type safety, defaults
Retry wrapper Call failures Automatic recovery
Campaign manager Outbound calls Rate-limited concurrency

Resources

Next Steps

Apply in retellai-core-workflow-a for agent building.

Info
Name retellai-sdk-patterns
Version v20260423
Size 2.95KB
Updated At 2026-04-28
Language