Low-intrusive integrated technology solutions
For systems that have deployed the OpenAI ecosystem, you can seamlessly access Gemini by following the steps below:
- protocol adaptation::
- Ensure that the client supports custom API endpoints (such as Open WebUI's
OPENAI_API_BASE_URL(Parameters) - Replace the original API address with
http://your_proxy_ip:2048 - Compatibility test: note the parameter differences between Gemini and GPT (e.g. max_tokens corresponds to adjusted to maxOutputTokens)
- Ensure that the client supports custom API endpoints (such as Open WebUI's
- Tip Engineering::
- Automatic format conversion using the agent's built-in prompt word wrapper
- Adds the following to the system role
# Gemini Formatcomment head - Recommended for complex scenarios
text-bison-32kmodel parameter
- Flow Switching: AB test with load balancing configuration to gradually migrate traffic to Gemini endpoints
The average integration time for this solution is about 2 hours, and the main workload is concentrated in the end-to-end testing session. It is recommended to keep the original OpenAI interface as a fallback solution.
This answer comes from the articleAIstudioProxyAPI: Unlimited use of the Gemini 2.5 Pro Model APIThe
May not be reproduced without permission:AI productivity tools " How quickly can Gemini modeling capabilities be integrated in existing OpenAI-compatible systems?
