Docker7530
61 lines
2.6 KiB
Markdown
61 lines
2.6 KiB
Markdown
```
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---
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config:
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layout: elk
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---
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flowchart TB
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subgraph Layer1["1. 用户侧"]
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UI["对话框"]
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end
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subgraph Layer2["2. 智能体编排层"]
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Router["意图识别与分发<br>（语义路由，小模型判断最好，要快）"]
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Planner["Agent 规划与调度 (ReAct)"]
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LLM["大模型 (LLM)"]
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RAGFlow["现有 RAGFlow<br>(知识库问答)"]
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end
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subgraph Layer3["3. 工具检索引擎 (Tool-RAG) ⭐️核心枢纽"]
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Embedding["Embedding 模型<br>(文本转向量)"]
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VectorDB[("向量数据库<br>存储插件语义<br>(按租户隔离)")]
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RelationalDB@{ label: "关系型数据库<br>1. 接口物理配置<br style=\"--tw-scale-x:\">2. 角色权限表" }
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SchemaBuilder["Schema 组装器<br>(仅组装 Top-K 工具)"]
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end
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subgraph Layer4["4. 拦截与执行层"]
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Interceptor["高危操作拦截<br>(前端卡片审批流)"]
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HttpExecutor["通用 HTTP 执行器<br>"]
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MCPClient["MCP 协议网关<br>(标准化接入)"]
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IBS["IBS / CDN / DNS 系统"]
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MCPServer["MCP Server<br>"]
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end
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UI -- "1. 用户输入" --> Router
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Router -- "2a. 查阅文档" --> RAGFlow
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Router -- "2b. 业务请求/查数据" --> Embedding
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Embedding -- "3. 提取语义向量" --> VectorDB
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VectorDB -- "4. 返回相似度 Top-3 的插件 ID" --> SchemaBuilder
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RelationalDB -. "5. 根据 ID 拉取详细配置URL等" .-> SchemaBuilder
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SchemaBuilder -- "6. 动态注入这 3 个工具说明" --> Planner
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Planner <-- "7. 带 3 个工具进行交互<br>提取并完善参数" --> LLM
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Planner -- "8. 决定调用某工具+参数" --> Interceptor
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Interceptor -- "9a. 放行/审批后走普通接口" --> HttpExecutor
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HttpExecutor -- "10a. 动态发起 REST 请求" --> IBS
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Interceptor -. "9b. 路由至原生 MCP" .-> MCPClient
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MCPClient -. "10b. MCP 协议通信" .-> MCPServer
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Register["admin 录入新插件"] -. "A. 存入运行配置" .-> RelationalDB
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Register -. "B. 向量化插件描述" .-> VectorDB
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Router@{ shape: rect}
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RelationalDB@{ shape: cylinder}
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Register@{ shape: rect}
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RAGFlow:::highlight
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Embedding:::vector
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VectorDB:::vector
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RelationalDB:::plugin
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SchemaBuilder:::vector
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MCPClient:::highlight
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MCPServer:::external
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classDef core fill:#e1f5fe,stroke:#01579b,stroke-width:2px
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classDef plugin fill:#fff3e0,stroke:#e65100,stroke-width:2px
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classDef vector fill:#e8f5e9,stroke:#2e7d32,stroke-width:2px
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classDef highlight fill:#fff9c4,stroke:#fbc02d,stroke-width:2px
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classDef external fill:#f3e5f5,stroke:#8e24aa,stroke-width:1px,stroke-dasharray: 5 5
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```
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