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AWS ML Blog

Announcing OpenAI-compatible API support for Amazon SageMaker AI endpoints

May 20, 2026•13 min read•

#langchain #amazon #inference

✦TL;DR

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 rewri...

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