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What is the technical solution to enable multi-model switching in healthcare AI?

2025-08-19 116

GBC MedAI采用以下技术实现多模型无缝切换:

  • 标准化接口:所有模型均通过OpenAI兼容API接入,保持调用方式统一
  • dynamic routing:系统内置模型路由模块,通过.envhit the nail on the headDEFAULT_MODEL参数指定默认模型
  • 热切换支持:无需重启服务即可通过API端点动态切换DeepSeek、Ollama等模型实例
  • load balancing:当配置多个模型端点时,系统会自动分配查询请求以避免单点过载

具体实施时,开发者只需在配置文件中设置各模型的API_BASE_URLcap (a poem)API_KEY,系统会自动检测可用模型。前端界面提供模型选择下拉菜单,用户切换后将通过/v1/update_modelAPI实时生效。

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