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GPT-5 Integration Guide: Step-by-Step Setup with Examples

June 30, 20259 min readFromYou AI Team

What You’ll Build

We’ll create a secure server proxy, stream tokens to a modern UI, and add retries, logging, and cost controls. This is the fastest path from idea to a robust GPT-5 feature.

1) Server Proxy

Example Next.js route

export async function POST(req: Request) {
  const apiKey = process.env.OPENAI_API_KEY!;
  const body = await req.json();
  const resp = await fetch("https://api.openai.com/v1/chat/completions", {
    method: "POST",
    headers: { "Authorization": `Bearer ${apiKey}`, "Content-Type": "application/json" },
    body: JSON.stringify(body),
  });
  return new Response(resp.body, { status: resp.status });
}

Keep keys server-side and enforce quotas per user/session.

2) Streaming UI

Use server-sent events or web streams to render tokens as they arrive. Disable submit while in-flight and show retry on failure.

  • • Cursor-at-end autoscroll
  • • Stop/Retry controls
  • • Partial content buffering

3) Production Hardening

  • • Exponential backoff on 429/5xx, plus circuit breaking for repeated failures.
  • • Token budgets per route; trim context and summarize long threads.
  • • Structured logging: request id, user id, model, tokens, duration.
GPT-5 Integration Guide: Step-by-Step Setup with Examples | FromYou AI - Powered by GPT-5