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How to integrate Gemini models in an existing OpenAI toolchain and avoid code changes?

2025-08-21 277

prescription

The OpenAI-compatible interface via the Gemini-CLI-2-API allows for seamless integration with existing toolchains. The steps are described below:

  • Deployment of local services: First bynpm installInstall the dependencies and use thenode openai-api-server.jsStart the service (default port 8000)
  • Configuring the Terminal Address: Change the API endpoint address of existing tools tohttp://localhost:8000/v1
  • Maintaining the request format: Continue to use the OpenAI standard JSON request body (e.g./v1/chat/completions(Endpoints)
  • Authentication Adaptation: If the original tool uses an API key, start the service via the--api-keyParameterize the same key

Advantages are: 1) Automatic conversion of request/response format 2) Support streaming 3) Retain the original function call method. Applicable to LangChain, AutoGPT and other frameworks.

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