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How to quickly implement multimodal services that are compatible with commercial APIs such as OpenAI

2025-08-19 169

Step3 Seamlessness is achieved by:

  • native support OpenAI/Anthropic Compatible REST APIs Interface protocols, request formats are identical
  • providing a standardized /v1/completions Endpoints that support mixed text/image input in JSON format

Implementation Steps:

  1. pass (a bill or inspection etc) git clone https://github.com/stepfun-ai/Step3.git Get Code
  2. utilization python -m vllm.entrypoints.api_server Start the service (default port 8000)
  3. Refer to the sample code to modify the original OpenAI client's base_url local address

Tests have shown that the average transformation time to migrate existing applications can be kept under 2 hours.

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