OpenAI SDK integration

OpenAI SDK request logs review

OpenAI SDK workflows can grow expensive when requests loop or context gets large. Logs are how you see what the client actually spent. NexRelay keeps the first test small and reversible.

OpenAI SDK request logsOpenAI SDK API keyOpenAI SDK prepaid APIOpenAI SDK gateway

Why this setup works

A dedicated OpenAI SDK key keeps testing separate from production while NexRelay adds prepaid balance checks and request logs.

Recommended setup

Run one request, then review the log row for model, token meters, status, and billed amount.

  • One key per OpenAI SDK workflow
  • Start with a small budget
  • Keep the model list narrow
  • Review the first log entry

What to verify

Make sure the logged request matches the client and model you expected.

FAQ

Why do request logs matter?

They explain where credits went and make support much easier.

What should the log show?

At minimum, model, token meters, status, and billed amount.