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SageMaker AI adds OpenAI-compatible API support for model endpoints

Amazon SageMaker AI now offers OpenAI-compatible API support for its real-time inference endpoints. This integration allows users to invoke models hosted on SageMaker using existing OpenAI SDKs, LangChain, or Strands Agents by simply updating the endpoint URL. The new feature supports bearer token authentication for secure access and enables multi-model hosting and the deployment of fine-tuned open-source models without requiring code modifications. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT Simplifies integration for developers using OpenAI's ecosystem with models hosted on AWS infrastructure.

RANK_REASON This is a product update for an existing service, enabling compatibility with another ecosystem, rather than a novel model release or core research.

Read on AWS Machine Learning Blog →

SageMaker AI adds OpenAI-compatible API support for model endpoints

COVERAGE [1]

  1. AWS Machine Learning Blog TIER_1 · Marc Karp ·

    Announcing OpenAI-compatible API support for Amazon SageMaker AI endpoints

    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 wr…