技能 编程开发 Perplexity SDK 实践模式

Perplexity SDK 实践模式

v20260222
perplexity-sdk-patterns
针对 TypeScript 和 Python 提供的 Perplexity SDK 实践模式,指导单例客户端、结构化错误处理、重试策略、响应校验与日志记录,帮助团队稳定集成 Perplexity。
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概览

Perplexity SDK Patterns

Overview

Production-ready patterns for Perplexity SDK usage in TypeScript and Python.

Prerequisites

  • Completed perplexity-install-auth setup
  • Familiarity with async/await patterns
  • Understanding of error handling best practices

Instructions

Step 1: Implement Singleton Pattern (Recommended)

// src/perplexity/client.ts
import { PerplexityClient } from '@perplexity/sdk';

let instance: PerplexityClient | null = null;

export function getPerplexityClient(): PerplexityClient {
  if (!instance) {
    instance = new PerplexityClient({
      apiKey: process.env.PERPLEXITY_API_KEY!,
      // Additional options
    });
  }
  return instance;
}

Step 2: Add Error Handling Wrapper

import { PerplexityError } from '@perplexity/sdk';

async function safePerplexityCall<T>(
  operation: () => Promise<T>
): Promise<{ data: T | null; error: Error | null }> {
  try {
    const data = await operation();
    return { data, error: null };
  } catch (err) {
    if (err instanceof PerplexityError) {
      console.error({
        code: err.code,
        message: err.message,
      });
    }
    return { data: null, error: err as Error };
  }
}

Step 3: Implement Retry Logic

async function withRetry<T>(
  operation: () => Promise<T>,
  maxRetries = 3,
  backoffMs = 1000
): Promise<T> {
  for (let attempt = 1; attempt <= maxRetries; attempt++) {
    try {
      return await operation();
    } catch (err) {
      if (attempt === maxRetries) throw err;
      const delay = backoffMs * Math.pow(2, attempt - 1);
      await new Promise(r => setTimeout(r, delay));
    }
  }
  throw new Error('Unreachable');
}

Output

  • Type-safe client singleton
  • Robust error handling with structured logging
  • Automatic retry with exponential backoff
  • Runtime validation for API responses

Error Handling

Pattern Use Case Benefit
Safe wrapper All API calls Prevents uncaught exceptions
Retry logic Transient failures Improves reliability
Type guards Response validation Catches API changes
Logging All operations Debugging and monitoring

Examples

Factory Pattern (Multi-tenant)

const clients = new Map<string, PerplexityClient>();

export function getClientForTenant(tenantId: string): PerplexityClient {
  if (!clients.has(tenantId)) {
    const apiKey = getTenantApiKey(tenantId);
    clients.set(tenantId, new PerplexityClient({ apiKey }));
  }
  return clients.get(tenantId)!;
}

Python Context Manager

from contextlib import asynccontextmanager
from perplexity import PerplexityClient

@asynccontextmanager
async def get_perplexity_client():
    client = PerplexityClient()
    try:
        yield client
    finally:
        await client.close()

Zod Validation

import { z } from 'zod';

const perplexityResponseSchema = z.object({
  id: z.string(),
  status: z.enum(['active', 'inactive']),
  createdAt: z.string().datetime(),
});

Resources

Next Steps

Apply patterns in perplexity-core-workflow-a for real-world usage.

信息
Category 编程开发
Name perplexity-sdk-patterns
版本 v20260222
大小 3.75KB
更新时间 2026-02-26
语言