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Today, Amazon SageMaker AI introduces OpenAI-compatible API support for real-time inference endpoints. If you use the OpenAI SDK, LangChain, or Strands Agents, you can now invoke models on SageMaker AI by changing only your endpoint URL. You don’t need a custom client, a SigV4 wrapper, or code rewrites.

With this launch, SageMaker AI endpoints expose an /openai/v1 path that accepts Chat Completions requests and returns responses as is from the container, including streaming. OpenAI endpoints are turned on for all endpoints and inference components using standard SageMaker AI APIs and SDK.

SageMaker AI routes based on the endpoint name in the URL, so any OpenAI-compatible client works out of the box.…

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