算法艺术创作
algorithmic-art
通过代码和可调参数创作生成艺术与交互式视觉效果。
retellai-reference-architecture【设计与创意】Implement Retell AI reference architecture with best-practice project layout. Use when designing new Retell AI integrations, reviewing project structure, or establishing architecture standards for Retell AI applications. Trigger with phrases like "retellai architecture", "retellai best practices", "retellai project structure", "how to organize retell…
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Production-ready architecture patterns for Retell AI integrations.
my-retellai-project/
├── src/
│ ├── retellai/
│ │ ├── client.ts # Singleton client wrapper
│ │ ├── config.ts # Environment configuration
│ │ ├── types.ts # TypeScript types
│ │ ├── errors.ts # Custom error classes
│ │ └── handlers/
│ │ ├── webhooks.ts # Webhook handlers
│ │ └── events.ts # Event processing
│ ├── services/
│ │ └── retellai/
│ │ ├── index.ts # Service facade
│ │ ├── sync.ts # Data synchronization
│ │ └── cache.ts # Caching layer
│ ├── api/
│ │ └── retellai/
│ │ └── webhook.ts # Webhook endpoint
│ └── jobs/
│ └── retellai/
│ └── sync.ts # Background sync job
├── tests/
│ ├── unit/
│ │ └── retellai/
│ └── integration/
│ └── retellai/
├── config/
│ ├── retellai.development.json
│ ├── retellai.staging.json
│ └── retellai.production.json
└── docs/
└── retellai/
├── SETUP.md
└── RUNBOOK.md
┌─────────────────────────────────────────┐
│ API Layer │
│ (Controllers, Routes, Webhooks) │
├─────────────────────────────────────────┤
│ Service Layer │
│ (Business Logic, Orchestration) │
├─────────────────────────────────────────┤
│ Retell AI Layer │
│ (Client, Types, Error Handling) │
├─────────────────────────────────────────┤
│ Infrastructure Layer │
│ (Cache, Queue, Monitoring) │
└─────────────────────────────────────────┘
// src/retellai/client.ts
export class Retell AIService {
private client: RetellAIClient;
private cache: Cache;
private monitor: Monitor;
constructor(config: Retell AIConfig) {
this.client = new RetellAIClient(config);
this.cache = new Cache(config.cacheOptions);
this.monitor = new Monitor('retellai');
}
async get(id: string): Promise<Resource> {
return this.cache.getOrFetch(id, () =>
this.monitor.track('get', () => this.client.get(id))
);
}
}
// src/retellai/errors.ts
export class Retell AIServiceError extends Error {
constructor(
message: string,
public readonly code: string,
public readonly retryable: boolean,
public readonly originalError?: Error
) {
super(message);
this.name = 'Retell AIServiceError';
}
}
export function wrapRetell AIError(error: unknown): Retell AIServiceError {
// Transform SDK errors to application errors
}
// src/retellai/health.ts
export async function checkRetell AIHealth(): Promise<HealthStatus> {
try {
const start = Date.now();
await retellaiClient.ping();
return {
status: 'healthy',
latencyMs: Date.now() - start,
};
} catch (error) {
return { status: 'unhealthy', error: error.message };
}
}
User Request
│
▼
┌─────────────┐
│ API │
│ Gateway │
└──────┬──────┘
│
▼
┌─────────────┐ ┌─────────────┐
│ Service │───▶│ Cache │
│ Layer │ │ (Redis) │
└──────┬──────┘ └─────────────┘
│
▼
┌─────────────┐
│ Retell AI │
│ Client │
└──────┬──────┘
│
▼
┌─────────────┐
│ Retell AI │
│ API │
└─────────────┘
// config/retellai.ts
export interface Retell AIConfig {
apiKey: string;
environment: 'development' | 'staging' | 'production';
timeout: number;
retries: number;
cache: {
enabled: boolean;
ttlSeconds: number;
};
}
export function loadRetell AIConfig(): Retell AIConfig {
const env = process.env.NODE_ENV || 'development';
return require(`./retellai.${env}.json`);
}
Set up the project layout following the reference structure above.
Create the singleton client with caching and monitoring.
Implement custom error classes for Retell AI operations.
Add health check endpoint for Retell AI connectivity.
| Issue | Cause | Solution |
|---|---|---|
| Circular dependencies | Wrong layering | Separate concerns by layer |
| Config not loading | Wrong paths | Verify config file locations |
| Type errors | Missing types | Add Retell AI types |
| Test isolation | Shared state | Use dependency injection |
# Create reference structure
mkdir -p src/retellai/{handlers} src/services/retellai src/api/retellai
touch src/retellai/{client,config,types,errors}.ts
touch src/services/retellai/{index,sync,cache}.ts
For multi-environment setup, see retellai-multi-env-setup.