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Development tool, studio for visualized debug and evaluation. #103

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chickenlj opened this issue Nov 15, 2024 · 1 comment
Open

Development tool, studio for visualized debug and evaluation. #103

chickenlj opened this issue Nov 15, 2024 · 1 comment

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@chickenlj
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目的

提升开发者本地开发、调试体验。

  • 将智能体应用内定义的所有核心组件(如 Model、Prompt、Tool、VectorStore 等)以可视化的方式展示出来(既包含原子组件,也包含rag等“智能体组件”)
  • 开发者可通过可视化界面直接与每个组件交互,界面上展示输出结果
  • 通过 Tracing 完整跟踪每次调用过程,让用户以可视化的方式查看运行流程是否符合预期,比如是否执行tool、执行参数与结果、检索知识库的过程等

使用体验

  1. 开发者在 IDE 或本地环境启动 Spring AI Alibaba 应用后,一个内置 server 在 dev 端口 58080 自动启动。
  2. 开发者访问 http://localhost:58080/dashboard 打开可视化界面,可以看到应用内定义的所有核心AI模型组件与服务。
  3. 开发者可以通过界面执行每个组件、查看输出结果、跟踪执行过程

image

方案设计

image

@chickenlj
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#94

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