{
  "name": "问题分类 + 知识库",
  "intro": "先对用户的问题进行分类，再根据不同类型问题，执行不同的操作",
  "author": "Fastgpt",
  "avatar": "core/workflow/template/questionClassify",
  "tags": ["office-services"],
  "type": "advanced",
  "workflow": {
    "nodes": [
      {
        "nodeId": "userGuide",
        "name": "系统配置",
        "intro": "可以配置应用的系统参数",
        "avatar": "core/workflow/template/systemConfig",
        "flowNodeType": "userGuide",
        "position": {
          "x": 531.2422736065552,
          "y": -486.7611729549753
        },
        "version": "481",
        "inputs": [
          {
            "key": "welcomeText",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "valueType": "WorkflowIOValueTypeEnum.string",
            "label": "core.app.Welcome Text",
            "value": "你好，我是知识库助手，请不要忘记选择知识库噢~\n[你是谁]\n[如何使用]"
          },
          {
            "key": "variables",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "valueType": "WorkflowIOValueTypeEnum.any",
            "label": "core.app.Chat Variable",
            "value": []
          },
          {
            "key": "questionGuide",
            "valueType": "WorkflowIOValueTypeEnum.boolean",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "core.app.Question Guide",
            "value": true
          },
          {
            "key": "tts",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "valueType": "WorkflowIOValueTypeEnum.any",
            "label": "",
            "value": {
              "type": "web"
            }
          },
          {
            "key": "whisper",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "valueType": "WorkflowIOValueTypeEnum.any",
            "label": "",
            "value": {
              "open": false,
              "autoSend": false,
              "autoTTSResponse": false
            }
          },
          {
            "key": "scheduleTrigger",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "valueType": "WorkflowIOValueTypeEnum.any",
            "label": "",
            "value": null
          }
        ],
        "outputs": []
      },
      {
        "nodeId": "workflowStartNodeId",
        "name": "流程开始",
        "intro": "",
        "avatar": "core/workflow/template/workflowStart",
        "flowNodeType": "workflowStart",
        "position": {
          "x": 558.4082376415505,
          "y": 123.72387429194112
        },
        "version": "481",
        "inputs": [
          {
            "key": "userChatInput",
            "renderTypeList": ["FlowNodeInputTypeEnum.reference", "FlowNodeInputTypeEnum.textarea"],
            "valueType": "WorkflowIOValueTypeEnum.string",
            "label": "用户问题",
            "required": true,
            "toolDescription": "用户问题"
          }
        ],
        "outputs": [
          {
            "id": "userChatInput",
            "key": "userChatInput",
            "label": "core.module.input.label.user question",
            "valueType": "WorkflowIOValueTypeEnum.string",
            "type": "FlowNodeOutputTypeEnum.static"
          }
        ]
      },
      {
        "nodeId": "7BdojPlukIQw",
        "name": "AI 对话",
        "intro": "AI 大模型对话",
        "avatar": "core/workflow/template/aiChat",
        "flowNodeType": "chatNode",
        "showStatus": true,
        "position": {
          "x": 2701.1267277679685,
          "y": -767.8956312653042
        },
        "version": "481",
        "inputs": [
          {
            "key": "model",
            "renderTypeList": [
              "FlowNodeInputTypeEnum.settingLLMModel",
              "FlowNodeInputTypeEnum.reference"
            ],
            "label": "core.module.input.label.aiModel",
            "valueType": "WorkflowIOValueTypeEnum.string",
            "value": "gpt-4o-mini"
          },
          {
            "key": "temperature",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "value": 3,
            "valueType": "WorkflowIOValueTypeEnum.number",
            "min": 0,
            "max": 10,
            "step": 1
          },
          {
            "key": "maxToken",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "value": 1950,
            "valueType": "WorkflowIOValueTypeEnum.number",
            "min": 100,
            "max": 4000,
            "step": 50
          },
          {
            "key": "isResponseAnswerText",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "value": true,
            "valueType": "WorkflowIOValueTypeEnum.boolean"
          },
          {
            "key": "quoteTemplate",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "valueType": "WorkflowIOValueTypeEnum.string"
          },
          {
            "key": "quotePrompt",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "valueType": "WorkflowIOValueTypeEnum.string"
          },
          {
            "key": "systemPrompt",
            "renderTypeList": ["FlowNodeInputTypeEnum.textarea", "FlowNodeInputTypeEnum.reference"],
            "max": 3000,
            "valueType": "WorkflowIOValueTypeEnum.string",
            "label": "core.ai.Prompt",
            "description": "core.app.tip.chatNodeSystemPromptTip",
            "placeholder": "core.app.tip.chatNodeSystemPromptTip",
            "value": ""
          },
          {
            "key": "history",
            "renderTypeList": [
              "FlowNodeInputTypeEnum.numberInput",
              "FlowNodeInputTypeEnum.reference"
            ],
            "valueType": "WorkflowIOValueTypeEnum.chatHistory",
            "label": "core.module.input.label.chat history",
            "required": true,
            "min": 0,
            "max": 30,
            "value": 6
          },
          {
            "key": "userChatInput",
            "renderTypeList": ["FlowNodeInputTypeEnum.reference", "FlowNodeInputTypeEnum.textarea"],
            "valueType": "WorkflowIOValueTypeEnum.string",
            "label": "用户问题",
            "required": true,
            "toolDescription": "用户问题",
            "value": ["workflowStartNodeId", "userChatInput"]
          },
          {
            "key": "quoteQA",
            "renderTypeList": ["FlowNodeInputTypeEnum.settingDatasetQuotePrompt"],
            "label": "",
            "debugLabel": "知识库引用",
            "description": "",
            "valueType": "WorkflowIOValueTypeEnum.datasetQuote",
            "value": ["MNMMMIjjWyMU", "quoteQA"]
          }
        ],
        "outputs": [
          {
            "id": "history",
            "key": "history",
            "label": "core.module.output.label.New context",
            "description": "core.module.output.description.New context",
            "valueType": "WorkflowIOValueTypeEnum.chatHistory",
            "type": "FlowNodeOutputTypeEnum.static"
          },
          {
            "id": "answerText",
            "key": "answerText",
            "label": "core.module.output.label.Ai response content",
            "description": "core.module.output.description.Ai response content",
            "valueType": "WorkflowIOValueTypeEnum.string",
            "type": "FlowNodeOutputTypeEnum.static"
          }
        ]
      },
      {
        "nodeId": "rvbo634w3AYj",
        "name": "问题分类",
        "intro": "根据用户的历史记录和当前问题判断该次提问的类型。可以添加多组问题类型，下面是一个模板例子：\n类型1: 打招呼\n类型2: 关于商品\"使用\"问题\n类型3: 关于商品\"购买\"问题\n类型4: 其他问题",
        "avatar": "core/workflow/template/questionClassify",
        "flowNodeType": "classifyQuestion",
        "showStatus": true,
        "position": {
          "x": 1020.9667229609946,
          "y": -385.0060974413916
        },
        "version": "481",
        "inputs": [
          {
            "key": "model",
            "renderTypeList": [
              "FlowNodeInputTypeEnum.selectLLMModel",
              "FlowNodeInputTypeEnum.reference"
            ],
            "label": "core.module.input.label.aiModel",
            "required": true,
            "valueType": "WorkflowIOValueTypeEnum.string",
            "llmModelType": "classify",
            "value": "gpt-4o-mini"
          },
          {
            "key": "systemPrompt",
            "renderTypeList": ["FlowNodeInputTypeEnum.textarea", "FlowNodeInputTypeEnum.reference"],
            "max": 3000,
            "valueType": "WorkflowIOValueTypeEnum.string",
            "label": "core.module.input.label.Background",
            "description": "core.module.input.description.Background",
            "placeholder": "core.module.input.placeholder.Classify background",
            "value": ""
          },
          {
            "key": "history",
            "renderTypeList": [
              "FlowNodeInputTypeEnum.numberInput",
              "FlowNodeInputTypeEnum.reference"
            ],
            "valueType": "WorkflowIOValueTypeEnum.chatHistory",
            "label": "core.module.input.label.chat history",
            "required": true,
            "min": 0,
            "max": 30,
            "value": 6
          },
          {
            "key": "userChatInput",
            "renderTypeList": ["FlowNodeInputTypeEnum.reference", "FlowNodeInputTypeEnum.textarea"],
            "valueType": "WorkflowIOValueTypeEnum.string",
            "label": "用户问题",
            "required": true,
            "value": ["workflowStartNodeId", "userChatInput"]
          },
          {
            "key": "agents",
            "renderTypeList": ["FlowNodeInputTypeEnum.custom"],
            "valueType": "WorkflowIOValueTypeEnum.any",
            "label": "",
            "value": [
              {
                "value": "关于电影《星际穿越》的问题",
                "key": "wqre"
              },
              {
                "value": "打招呼、问候等问题",
                "key": "sdfa"
              },
              {
                "value": "其他问题",
                "key": "agex"
              }
            ]
          }
        ],
        "outputs": [
          {
            "id": "cqResult",
            "key": "cqResult",
            "label": "分类结果",
            "valueType": "WorkflowIOValueTypeEnum.string",
            "type": "FlowNodeOutputTypeEnum.static"
          }
        ]
      },
      {
        "nodeId": "7kwgL1dVlwG6",
        "name": "指定回复",
        "intro": "该模块可以直接回复一段指定的内容。常用于引导、提示。非字符串内容传入时，会转成字符串进行输出。",
        "avatar": "core/workflow/template/reply",
        "flowNodeType": "answerNode",
        "position": {
          "x": 1874.9167551056487,
          "y": 434.98431875888207
        },
        "version": "481",
        "inputs": [
          {
            "key": "text",
            "renderTypeList": ["FlowNodeInputTypeEnum.textarea", "FlowNodeInputTypeEnum.reference"],
            "valueType": "WorkflowIOValueTypeEnum.string",
            "label": "core.module.input.label.Response content",
            "description": "core.module.input.description.Response content",
            "placeholder": "core.module.input.description.Response content",
            "selectedTypeIndex": 1,
            "value": ["rvbo634w3AYj", "cqResult"]
          }
        ],
        "outputs": []
      },
      {
        "nodeId": "MNMMMIjjWyMU",
        "name": "知识库搜索",
        "intro": "调用\"语义检索\"和\"全文检索\"能力，从\"知识库\"中查找可能与问题相关的参考内容",
        "avatar": "core/workflow/template/datasetSearch",
        "flowNodeType": "datasetSearchNode",
        "showStatus": true,
        "position": {
          "x": 1851.010152279949,
          "y": -613.3555232387284
        },
        "version": "481",
        "inputs": [
          {
            "key": "datasets",
            "renderTypeList": [
              "FlowNodeInputTypeEnum.selectDataset",
              "FlowNodeInputTypeEnum.reference"
            ],
            "label": "core.module.input.label.Select dataset",
            "value": [],
            "valueType": "WorkflowIOValueTypeEnum.selectDataset",
            "list": [],
            "required": true
          },
          {
            "key": "similarity",
            "renderTypeList": ["FlowNodeInputTypeEnum.selectDatasetParamsModal"],
            "label": "",
            "value": 0.4,
            "valueType": "WorkflowIOValueTypeEnum.number"
          },
          {
            "key": "limit",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "value": 1500,
            "valueType": "WorkflowIOValueTypeEnum.number"
          },
          {
            "key": "searchMode",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "valueType": "WorkflowIOValueTypeEnum.string",
            "value": "embedding"
          },
          {
            "key": "usingReRank",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "valueType": "WorkflowIOValueTypeEnum.boolean",
            "value": false
          },
          {
            "key": "datasetSearchUsingExtensionQuery",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "valueType": "WorkflowIOValueTypeEnum.boolean",
            "value": true
          },
          {
            "key": "datasetSearchExtensionModel",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "valueType": "WorkflowIOValueTypeEnum.string"
          },
          {
            "key": "datasetSearchExtensionBg",
            "renderTypeList": ["FlowNodeInputTypeEnum.hidden"],
            "label": "",
            "valueType": "WorkflowIOValueTypeEnum.string",
            "value": ""
          },
          {
            "key": "userChatInput",
            "renderTypeList": ["reference", "FlowNodeInputTypeEnum.textarea"],
            "valueType": "WorkflowIOValueTypeEnum.string",
            "label": "用户问题",
            "required": true,
            "toolDescription": "需要检索的内容",
            "value": ["workflowStartNodeId", "userChatInput"]
          }
        ],
        "outputs": [
          {
            "id": "quoteQA",
            "key": "quoteQA",
            "label": "core.module.Dataset quote.label",
            "description": "特殊数组格式，搜索结果为空时，返回空数组。",
            "type": "FlowNodeOutputTypeEnum.static",
            "valueType": "WorkflowIOValueTypeEnum.datasetQuote"
          }
        ]
      }
    ],
    "edges": [
      {
        "source": "workflowStartNodeId",
        "target": "rvbo634w3AYj",
        "sourceHandle": "workflowStartNodeId-source-right",
        "targetHandle": "rvbo634w3AYj-target-left"
      },
      {
        "source": "rvbo634w3AYj",
        "target": "7kwgL1dVlwG6",
        "sourceHandle": "rvbo634w3AYj-source-agex",
        "targetHandle": "7kwgL1dVlwG6-target-left"
      },
      {
        "source": "rvbo634w3AYj",
        "target": "MNMMMIjjWyMU",
        "sourceHandle": "rvbo634w3AYj-source-wqre",
        "targetHandle": "MNMMMIjjWyMU-target-left"
      },
      {
        "source": "MNMMMIjjWyMU",
        "target": "7BdojPlukIQw",
        "sourceHandle": "MNMMMIjjWyMU-source-right",
        "targetHandle": "7BdojPlukIQw-target-left"
      },
      {
        "source": "rvbo634w3AYj",
        "target": "7kwgL1dVlwG6",
        "sourceHandle": "rvbo634w3AYj-source-sdfa",
        "targetHandle": "7kwgL1dVlwG6-target-left"
      }
    ]
  }
}