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Production AI applications must handle errors gracefully. OpenAI has several error types you need to handle.

Common Error Types

  • RateLimitError: Too many requests — retry with exponential backoff
  • APIConnectionError: Network issue — retry
  • APIStatusError: 4xx/5xx HTTP errors
  • AuthenticationError: Invalid API key
  • BadRequestError: Invalid request (content policy, too many tokens)

Pattern

from openai import OpenAI, RateLimitError, APIConnectionError

try:
    response = client.chat.completions.create(...)
except RateLimitError:
    # retry logic
except APIConnectionError:
    # retry logic
except Exception as e:
    # log and fail gracefully

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Reference:

Error codes documentation

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