1. 不存在compose.NewToolsNode,只有compose.NewToolNode,且传参是(ctx context.Context, conf *ToolsNodeConfig) `// 创建工具节点 toolsNode := compose.NewToolsNode([]tool.Tool{ searchTool, // 搜索工具 weatherTool, // 天气查询工具 calculatorTool, // 计算器工具 })` <img width="2094" height="1604" alt="Image" src="https://github.com/user-attachments/assets/1b59c310-25d8-4ca1-bca0-2e99fae61c77" /> 2. graph.AddToolsNode(toolsNode)缺少入参Key <img width="1862" height="1158" alt="Image" src="https://github.com/user-attachments/assets/95cc58f7-8d56-4629-a2cc-54dd6d56b149" /> 3. json tag有误,不应该是`=`符号 <img width="2284" height="1150" alt="Image" src="https://github.com/user-attachments/assets/3455ee6a-93c3-488f-ba19-42a585250572" /> 4. `json.Unmarshal`使用错误 <img width="1976" height="1346" alt="Image" src="https://github.com/user-attachments/assets/211f5a44-5282-4ff4-9916-0fa61dbd98e7" /> 5. agentic_message相关内容缺失 <img width="2662" height="1666" alt="Image" src="https://github.com/user-attachments/assets/22e40ea4-8b5c-4240-9571-ced5668a99f7" /> <img width="2716" height="870" alt="Image" src="https://github.com/user-attachments/assets/54080cca-05e3-4a34-b6d6-f5a79c06374d" />