实验室预约
database
实验室预约
展示高级编排操作数据库的能力
 |  |
 |  |
本示例演示了利用问题分类、内容提取和 HTTP 模块实现数据库的 CRUD 操作。以一个实验室预约为例，用户可以通过对话系统预约、取消、修改预约和查询预约记录。
编排流程解析
编排 Tips：从左往右编辑流程；尽量不要使线交叉。
1. 全局变量使用
通过设计一个全局变量，让用户输入姓名，模拟用户身份信息。实际使用过程中，通常是直接通过嵌入 Token 来标记用户身份。
2. 问题分类
如上图，用户问题作为对话的起点，流入【问题分类模块】，根据用户问题的内容，判断用户是询问实验室相关问题、预约实验室或其他问题。如果用户询问的是非实验问题，会直接拒绝回复内容。再根据问题是属于询问实验室相关/预约类问题，执行不同的流程。
Tips: 这里需要增加适当的上下文，方便模型更好的判断属于哪个类别~
3. 实验室介绍的知识库搜索
这里不多介绍，标准的走了一套知识库搜索流程。
4. 内容提取
 |  |  |
内容提取是 LLM 带来的十分重要的能力，可以从自然语言中提取出结构化的数据，从而方便进行逻辑处理。
这里用了 2 个提取模块，一个用于提取预约时间和实验室名称；一个用于提取预约行为。
提取时间和实验室名称时候，需要注意把必填关掉，否则模型可能会伪造一些内容，同时再对数据处理时候，需要进行判空处理。
最后将两个提取的结果，通过 HTTP 模块发送到后端进行数据库的操作。
5. HTTP模块执行预约操作
HTTP 模块允许你调用任意 GET/POST 类型的 HTTP 接口，从而实现一些复杂的业务逻辑。这里我们调用了一个预约实验室的接口，传入的是信息提取模块的结果和预约行为。
具体的入参结构可以参考HTTP模块，实在不行在接口里多打印 Debug。
响应值也很简单，只需要返回一个 JSON 对象 即可。注意！是对象，不是字符串。
总结
- 问题分类可以在简单的场景下使用，判断用户的问题类型，从而实现不同的路线。
- 可以通过内容提取模块，实现自然语言转结构化数据，从而实现复杂的逻辑操作。
- 内容提取 + HTTP 模块允许你无限扩展。
困难点
- 模型对连续对话时，分类和提取能力不足。
附件
编排配置
可直接复制，导入到 FastGPT 中。
编排配置
[
{
"moduleId": "userChatInput",
"name": "用户问题(对话入口)",
"flowType": "questionInput",
"position": {
"x": 309.7143912167367,
"y": 1501.2761754220846
},
"inputs": [
{
"key": "userChatInput",
"type": "systemInput",
"valueType": "string",
"label": "core.module.input.label.user question",
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
}
],
"outputs": [
{
"key": "userChatInput",
"label": "core.module.input.label.user question",
"type": "source",
"valueType": "string",
"targets": [
{
"moduleId": "hlw67t",
"key": "userChatInput"
}
]
}
]
},
{
"moduleId": "98xq69",
"name": "文本内容提取",
"flowType": "contentExtract",
"showStatus": true,
"position": {
"x": 2026.044690845613,
"y": 1056.7496395595658
},
"inputs": [
{
"key": "switch",
"type": "target",
"label": "core.module.input.label.switch",
"description": "core.module.input.description.Trigger",
"valueType": "any",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
},
{
"key": "model",
"type": "selectLLMModel",
"valueType": "string",
"label": "core.module.input.label.LLM",
"required": true,
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "gpt-3.5-turbo",
"connected": false
},
{
"key": "description",
"type": "textarea",
"valueType": "string",
"label": "提取要求描述",
"description": "给AI一些对应的背景知识或要求描述，引导AI更好的完成任务。\n该输入框可使用全局变量。",
"required": true,
"placeholder": "例如: \n1. 当前时间为: {{cTime}}。你是一个实验室预约助手，你的任务是帮助用户预约实验室，从文本中获取对应的预约信息。\n2. 你是谷歌搜索助手，需要从文本中提取出合适的搜索词。",
"showTargetInApp": true,
"showTargetInPlugin": true,
"value": "你是实验室预约助手，用户正在预约实验室，请为他获取相关预约的信息。\n当前时间 {{cTime}}。",
"connected": false
},
{
"key": "history",
"type": "numberInput",
"label": "core.module.input.label.chat history",
"required": true,
"min": 0,
"max": 30,
"valueType": "chatHistory",
"value": 12,
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": false
},
{
"key": "content",
"type": "target",
"label": "需要提取的文本",
"required": true,
"valueType": "string",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
},
{
"key": "extractKeys",
"type": "custom",
"label": "目标字段",
"valueType": "any",
"description": "由 '描述' 和 'key' 组成一个目标字段，可提取多个目标字段",
"value": [
{
"desc": "姓名",
"key": "name",
"required": false
},
{
"desc": "时间(YYYY/MM/DD HH:mm格式)",
"key": "time",
"required": false
},
{
"desc": "实验室名",
"key": "labname",
"required": false
}
],
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
}
],
"outputs": [
{
"key": "success",
"label": "字段完全提取",
"valueType": "boolean",
"type": "source",
"targets": []
},
{
"key": "failed",
"label": "提取字段缺失",
"valueType": "boolean",
"type": "source",
"targets": []
},
{
"key": "fields",
"label": "完整提取结果",
"description": "一个 JSON 字符串，例如：{\"name:\":\"YY\",\"Time\":\"2023/7/2 18:00\"}",
"valueType": "string",
"type": "source",
"targets": [
{
"moduleId": "wgwpx2",
"key": "info"
}
]
},
{
"key": "name",
"label": "提取结果-姓名",
"description": "无法提取时不会返回",
"valueType": "string",
"type": "source",
"targets": []
},
{
"key": "time",
"label": "提取结果-时间(YYYY/MM/DD HH:mm格式)",
"description": "无法提取时不会返回",
"valueType": "string",
"type": "source",
"targets": []
},
{
"key": "labname",
"label": "提取结果-实验室名",
"description": "无法提取时不会返回",
"valueType": "string",
"type": "source",
"targets": []
}
]
},
{
"moduleId": "eg5upi",
"name": "指定回复",
"flowType": "answerNode",
"position": {
"x": 3644.154318570156,
"y": 2087.496890856384
},
"inputs": [
{
"key": "switch",
"type": "target",
"label": "core.module.input.label.switch",
"description": "core.module.input.description.Trigger",
"valueType": "any",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": false
},
{
"key": "text",
"type": "textarea",
"valueType": "any",
"label": "core.module.input.label.Response content",
"description": "core.module.input.description.Response content",
"placeholder": "core.module.input.description.Response content",
"showTargetInApp": true,
"showTargetInPlugin": true,
"value": "",
"connected": true
}
],
"outputs": [
{
"key": "finish",
"label": "core.module.output.label.running done",
"description": "core.module.output.description.running done",
"valueType": "boolean",
"type": "source",
"targets": []
}
]
},
{
"moduleId": "kge59i",
"name": "用户引导",
"flowType": "userGuide",
"position": {
"x": 271.18826350548954,
"y": 777.38470952276
},
"inputs": [
{
"key": "welcomeText",
"type": "hidden",
"valueType": "string",
"label": "core.app.Welcome Text",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "你好，我是实验室助手，请问有什么可以帮助你的么？如需预约或修改预约实验室，请提供姓名、时间和实验室名称。\n[实验室介绍]\n[开放时间]\n[预约]",
"connected": false
},
{
"key": "variables",
"type": "hidden",
"valueType": "any",
"label": "core.module.Variable",
"value": [
{
"id": "gt9b23",
"key": "name",
"label": "name",
"type": "input",
"required": true,
"maxLen": 50,
"enums": [
{
"value": ""
}
]
}
],
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "questionGuide",
"valueType": "boolean",
"type": "switch",
"label": "",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": false,
"connected": false
},
{
"key": "tts",
"type": "hidden",
"valueType": "any",
"label": "",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": {
"type": "model",
"model": "tts-1",
"voice": "alloy"
},
"connected": false
}
],
"outputs": []
},
{
"moduleId": "hlw67t",
"name": "问题分类",
"flowType": "classifyQuestion",
"showStatus": true,
"position": {
"x": 763.6974006305715,
"y": 1164.1601096928105
},
"inputs": [
{
"key": "switch",
"type": "target",
"label": "core.module.input.label.switch",
"description": "core.module.input.description.Trigger",
"valueType": "any",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": false
},
{
"key": "model",
"type": "selectLLMModel",
"valueType": "string",
"label": "core.module.input.label.Classify model",
"required": true,
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "gpt-3.5-turbo",
"connected": false
},
{
"key": "systemPrompt",
"type": "textarea",
"valueType": "string",
"label": "core.module.input.label.Background",
"description": "core.module.input.description.Background",
"placeholder": "core.module.input.placeholder.Classify background",
"showTargetInApp": true,
"showTargetInPlugin": true,
"value": "xxx实验室是由xxx大学主导的人工智能实验室，请判断用户的问题是属于询问实验室介绍，或是预约实验室。",
"connected": false
},
{
"key": "history",
"type": "numberInput",
"label": "core.module.input.label.chat history",
"required": true,
"min": 0,
"max": 30,
"valueType": "chatHistory",
"value": 12,
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": false
},
{
"key": "userChatInput",
"type": "custom",
"label": "",
"required": true,
"valueType": "string",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
},
{
"key": "agents",
"type": "custom",
"valueType": "any",
"label": "",
"value": [
{
"value": "实验室问题",
"key": "fasw"
},
{
"value": "新增、取消、查询、修改预约实验室",
"key": "fqsw"
},
{
"value": "一般聊天",
"key": "sq32"
}
],
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
}
],
"outputs": [
{
"key": "fasw",
"label": "",
"type": "hidden",
"targets": [
{
"moduleId": "l11c2w",
"key": "switch"
}
]
},
{
"key": "fqsw",
"label": "",
"type": "hidden",
"targets": [
{
"moduleId": "98xq69",
"key": "switch"
},
{
"moduleId": "mhw4md",
"key": "switch"
}
]
},
{
"key": "sq32",
"label": "",
"type": "hidden",
"targets": [
{
"moduleId": "l5xe4u",
"key": "switch"
}
]
},
{
"key": "fesw",
"label": "",
"type": "hidden",
"targets": []
},
{
"key": "wqre",
"label": "",
"type": "hidden",
"targets": []
},
{
"key": "sdfa",
"label": "",
"type": "hidden",
"targets": []
},
{
"key": "agex",
"label": "",
"type": "hidden",
"targets": []
},
{
"key": "userChatInput",
"label": "core.module.input.label.user question",
"type": "hidden",
"valueType": "string",
"targets": [
{
"moduleId": "98xq69",
"key": "content"
},
{
"moduleId": "mhw4md",
"key": "content"
}
]
}
]
},
{
"moduleId": "l5xe4u",
"name": "指定回复",
"flowType": "answerNode",
"position": {
"x": 1108.6507148112876,
"y": 2292.8493299728207
},
"inputs": [
{
"key": "switch",
"type": "target",
"label": "core.module.input.label.switch",
"description": "core.module.input.description.Trigger",
"valueType": "any",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
},
{
"key": "text",
"type": "textarea",
"valueType": "any",
"label": "core.module.input.label.Response content",
"description": "core.module.input.description.Response content",
"placeholder": "core.module.input.description.Response content",
"showTargetInApp": true,
"showTargetInPlugin": true,
"value": "对不起，我不太理解你的问题，请更详细描述关于实验室问题。",
"connected": false
}
],
"outputs": [
{
"key": "finish",
"label": "core.module.output.label.running done",
"description": "core.module.output.description.running done",
"valueType": "boolean",
"type": "source",
"targets": []
}
]
},
{
"moduleId": "bjfklc",
"name": "AI 对话",
"flowType": "chatNode",
"showStatus": true,
"position": {
"x": 2365.8777933722004,
"y": -8.20949749350251
},
"inputs": [
{
"key": "switch",
"type": "target",
"label": "core.module.input.label.switch",
"description": "core.module.input.description.Trigger",
"valueType": "any",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": false
},
{
"key": "model",
"type": "selectLLMModel",
"label": "core.module.input.label.aiModel",
"required": true,
"valueType": "string",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "gpt-3.5-turbo",
"connected": false
},
{
"key": "temperature",
"type": "hidden",
"label": "",
"value": 0,
"valueType": "number",
"min": 0,
"max": 10,
"step": 1,
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "maxToken",
"type": "hidden",
"label": "",
"value": 550,
"valueType": "number",
"min": 100,
"max": 4000,
"step": 50,
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "isResponseAnswerText",
"type": "hidden",
"label": "",
"value": true,
"valueType": "boolean",
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "quoteTemplate",
"type": "hidden",
"label": "",
"valueType": "string",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "",
"connected": false
},
{
"key": "quotePrompt",
"type": "hidden",
"label": "",
"valueType": "string",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "",
"connected": false
},
{
"key": "aiSettings",
"type": "aiSettings",
"label": "",
"valueType": "any",
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "systemPrompt",
"type": "textarea",
"label": "core.ai.Prompt",
"max": 300,
"valueType": "string",
"description": "core.app.tip.chatNodeSystemPromptTip",
"placeholder": "core.app.tip.chatNodeSystemPromptTip",
"showTargetInApp": true,
"showTargetInPlugin": true,
"value": "",
"connected": false
},
{
"key": "history",
"type": "numberInput",
"label": "core.module.input.label.chat history",
"required": true,
"min": 0,
"max": 30,
"valueType": "chatHistory",
"value": 2,
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": false
},
{
"key": "userChatInput",
"type": "custom",
"label": "",
"required": true,
"valueType": "string",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
},
{
"key": "quoteQA",
"type": "target",
"label": "知识库引用",
"description": "core.module.Dataset quote.Input description",
"valueType": "datasetQuote",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
},
{
"key": "limitPrompt",
"type": "textarea",
"valueType": "string",
"label": "限定词",
"description": "限定模型对话范围，会被放置在本次提问前，拥有强引导和限定性。可使用变量，例如 {{language}}。引导例子:\n1. 知识库是关于 Laf 的介绍，参考知识库回答问题，与 \"Laf\" 无关内容，直接回复: \"我不知道\"。\n2. 你仅回答关于 \"xxx\" 的问题，其他问题回复: \"xxxx\"",
"placeholder": "限定模型对话范围，会被放置在本次提问前，拥有强引导和限定性。可使用变量，例如 {{language}}。引导例子:\n1. 知识库是关于 Laf 的介绍，参考知识库回答问题，与 \"Laf\" 无关内容，直接回复: \"我不知道\"。\n2. 你仅回答关于 \"xxx\" 的问题，其他问题回复: \"xxxx\"",
"value": "",
"connected": false
}
],
"outputs": [
{
"key": "answerText",
"label": "core.module.output.label.Ai response content",
"description": "core.module.output.description.Ai response content",
"valueType": "string",
"type": "source",
"targets": []
},
{
"key": "history",
"label": "core.module.output.label.New context",
"description": "core.module.output.description.New context",
"valueType": "chatHistory",
"type": "source",
"targets": []
},
{
"key": "finish",
"label": "core.module.output.label.running done",
"description": "core.module.output.description.running done",
"valueType": "boolean",
"type": "source",
"targets": []
},
{
"key": "userChatInput",
"label": "core.module.input.label.user question",
"type": "hidden",
"valueType": "string",
"targets": []
}
]
},
{
"moduleId": "ee1fo3",
"name": "用户问题(对话入口)",
"flowType": "questionInput",
"position": {
"x": 1133.7087158919899,
"y": 638.1461154935015
},
"inputs": [
{
"key": "userChatInput",
"type": "systemInput",
"valueType": "string",
"label": "core.module.input.label.user question",
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
}
],
"outputs": [
{
"key": "userChatInput",
"label": "core.module.input.label.user question",
"type": "source",
"valueType": "string",
"targets": [
{
"moduleId": "l11c2w",
"key": "userChatInput"
}
]
}
]
},
{
"moduleId": "mhw4md",
"name": "文本内容提取",
"flowType": "contentExtract",
"showStatus": true,
"position": {
"x": 1998.6877686115522,
"y": 2284.0093794426766
},
"inputs": [
{
"key": "switch",
"type": "target",
"label": "core.module.input.label.switch",
"description": "core.module.input.description.Trigger",
"valueType": "any",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
},
{
"key": "model",
"type": "selectLLMModel",
"valueType": "string",
"label": "core.module.input.label.LLM",
"required": true,
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "gpt-3.5-turbo",
"connected": false
},
{
"key": "description",
"type": "textarea",
"valueType": "string",
"label": "提取要求描述",
"description": "给AI一些对应的背景知识或要求描述，引导AI更好的完成任务。\n该输入框可使用全局变量。",
"required": true,
"placeholder": "例如: \n1. 当前时间为: {{cTime}}。你是一个实验室预约助手，你的任务是帮助用户预约实验室，从文本中获取对应的预约信息。\n2. 你是谷歌搜索助手，需要从文本中提取出合适的搜索词。",
"showTargetInApp": true,
"showTargetInPlugin": true,
"value": "判断我的行为：查询预约，新增预约、取消预约或者修改预约实验室。",
"connected": false
},
{
"key": "history",
"type": "numberInput",
"label": "core.module.input.label.chat history",
"required": true,
"min": 0,
"max": 30,
"valueType": "chatHistory",
"value": 12,
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": false
},
{
"key": "content",
"type": "target",
"label": "需要提取的文本",
"required": true,
"valueType": "string",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
},
{
"key": "extractKeys",
"type": "custom",
"label": "目标字段",
"valueType": "any",
"description": "由 '描述' 和 'key' 组成一个目标字段，可提取多个目标字段",
"value": [
{
"desc": "预约行为(post: 预约; delete: 取消预约; put: 修改预约; get: 查看预约)",
"key": "action",
"required": true,
"enum": "post\ndelete\nput\nget"
}
],
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
}
],
"outputs": [
{
"key": "success",
"label": "字段完全提取",
"valueType": "boolean",
"type": "source",
"targets": []
},
{
"key": "failed",
"label": "提取字段缺失",
"valueType": "boolean",
"type": "source",
"targets": []
},
{
"key": "fields",
"label": "完整提取结果",
"description": "一个 JSON 字符串，例如：{\"name:\":\"YY\",\"Time\":\"2023/7/2 18:00\"}",
"valueType": "string",
"type": "source",
"targets": []
},
{
"key": "action",
"label": "提取结果-预约行为(post: 预约; delete: 取消预约; put: 修改预约; get: 查看预约)",
"description": "无法提取时不会返回",
"valueType": "string",
"type": "source",
"targets": [
{
"moduleId": "wgwpx2",
"key": "action"
}
]
}
]
},
{
"moduleId": "wgwpx2",
"name": "core.module.template.Http request",
"flowType": "httpRequest468",
"showStatus": true,
"position": {
"x": 2864.4878467558747,
"y": 1851.1959050194705
},
"inputs": [
{
"key": "switch",
"type": "target",
"label": "core.module.input.label.switch",
"description": "core.module.input.description.Trigger",
"valueType": "any",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": false
},
{
"key": "system_httpMethod",
"type": "custom",
"valueType": "string",
"label": "",
"value": "POST",
"required": true,
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "system_httpReqUrl",
"type": "hidden",
"valueType": "string",
"label": "",
"description": "core.module.input.description.Http Request Url",
"placeholder": "https://api.ai.com/getInventory",
"required": false,
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "https://d8dns0.laf.dev/labtest",
"connected": false
},
{
"key": "system_httpHeader",
"type": "custom",
"valueType": "any",
"value": [],
"label": "",
"description": "core.module.input.description.Http Request Header",
"placeholder": "core.module.input.description.Http Request Header",
"required": false,
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "system_httpParams",
"type": "hidden",
"valueType": "any",
"value": [],
"label": "",
"required": false,
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "system_httpJsonBody",
"type": "hidden",
"valueType": "any",
"value": "{\r\n \"name\": \"{{name}}\",\r\n \"info\": \"{{info}}\",\r\n \"action\": \"{{action}}\"\r\n}",
"label": "",
"required": false,
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "DYNAMIC_INPUT_KEY",
"type": "target",
"valueType": "any",
"label": "core.module.inputType.dynamicTargetInput",
"description": "core.module.input.description.dynamic input",
"required": false,
"showTargetInApp": false,
"showTargetInPlugin": true,
"hideInApp": true,
"connected": false
},
{
"key": "info",
"valueType": "string",
"label": "info",
"type": "target",
"required": true,
"description": "",
"edit": true,
"editField": {
"key": true,
"name": true,
"description": true,
"required": true,
"dataType": true
},
"connected": true
},
{
"key": "action",
"valueType": "string",
"label": "action",
"type": "target",
"required": true,
"description": "",
"edit": true,
"editField": {
"key": true,
"name": true,
"description": true,
"required": true,
"dataType": true
},
"connected": true
},
{
"key": "system_addInputParam",
"type": "addInputParam",
"valueType": "any",
"label": "",
"required": false,
"showTargetInApp": false,
"showTargetInPlugin": false,
"editField": {
"key": true,
"name": true,
"description": true,
"required": true,
"dataType": true
},
"defaultEditField": {
"label": "",
"key": "",
"description": "",
"inputType": "target",
"valueType": "string",
"required": true
},
"connected": false
}
],
"outputs": [
{
"key": "finish",
"label": "core.module.output.label.running done",
"description": "core.module.output.description.running done",
"valueType": "boolean",
"type": "source",
"targets": []
},
{
"key": "system_addOutputParam",
"type": "addOutputParam",
"valueType": "any",
"label": "",
"targets": [],
"editField": {
"key": true,
"name": true,
"description": true,
"dataType": true
},
"defaultEditField": {
"label": "",
"key": "",
"description": "",
"outputType": "source",
"valueType": "string"
}
},
{
"type": "source",
"valueType": "string",
"key": "result",
"label": "result",
"description": "",
"edit": true,
"editField": {
"key": true,
"name": true,
"description": true,
"dataType": true
},
"targets": [
{
"moduleId": "eg5upi",
"key": "text"
}
]
}
]
},
{
"moduleId": "l11c2w",
"name": "core.module.template.Dataset search",
"flowType": "datasetSearchNode",
"showStatus": true,
"position": {
"x": 1694.7658061553766,
"y": 319.67984613673053
},
"inputs": [
{
"key": "switch",
"type": "target",
"label": "core.module.input.label.switch",
"description": "core.module.input.description.Trigger",
"valueType": "any",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
},
{
"key": "datasets",
"type": "selectDataset",
"label": "core.module.input.label.Select dataset",
"value": [],
"valueType": "selectDataset",
"list": [],
"required": true,
"showTargetInApp": false,
"showTargetInPlugin": true,
"connected": false
},
{
"key": "similarity",
"type": "selectDatasetParamsModal",
"label": "",
"value": 0.4,
"valueType": "number",
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "limit",
"type": "hidden",
"label": "",
"value": 1500,
"valueType": "number",
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "searchMode",
"type": "hidden",
"label": "",
"valueType": "string",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "embedding",
"connected": false
},
{
"key": "usingReRank",
"type": "hidden",
"label": "",
"valueType": "boolean",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": false,
"connected": false
},
{
"key": "datasetSearchUsingExtensionQuery",
"type": "hidden",
"label": "",
"valueType": "boolean",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": true,
"connected": false
},
{
"key": "datasetSearchExtensionModel",
"type": "hidden",
"label": "",
"valueType": "string",
"showTargetInApp": false,
"showTargetInPlugin": false,
"connected": false
},
{
"key": "datasetSearchExtensionBg",
"type": "hidden",
"label": "",
"valueType": "string",
"showTargetInApp": false,
"showTargetInPlugin": false,
"value": "",
"connected": false
},
{
"key": "userChatInput",
"type": "custom",
"label": "",
"required": true,
"valueType": "string",
"showTargetInApp": true,
"showTargetInPlugin": true,
"connected": true
}
],
"outputs": [
{
"key": "userChatInput",
"label": "core.module.input.label.user question",
"type": "hidden",
"valueType": "string",
"targets": [
{
"moduleId": "bjfklc",
"key": "userChatInput"
}
]
},
{
"key": "isEmpty",
"label": "core.module.output.label.Search result empty",
"type": "source",
"valueType": "boolean",
"targets": []
},
{
"key": "unEmpty",
"label": "core.module.output.label.Search result not empty",
"type": "source",
"valueType": "boolean",
"targets": []
},
{
"key": "quoteQA",
"label": "core.module.Dataset quote.label",
"type": "source",
"valueType": "datasetQuote",
"targets": [
{
"moduleId": "bjfklc",
"key": "quoteQA"
}
]
},
{
"key": "finish",
"label": "core.module.output.label.running done",
"description": "core.module.output.description.running done",
"valueType": "boolean",
"type": "source",
"targets": []
}
]
}
]
Laf 云函数代码
可以在 Laf 中快速构建 HTTP 接口。
函数代码
import cloud from '@lafjs/cloud'
const db = cloud.database()
type RequestType = {
name: string;
info: string;
action: 'post' | 'delete' | 'put' | 'get'
}
type recordType = {
name?: string;
time?: string;
labname?: string;
}
export default async function (ctx: FunctionContext) {
try {
console.log(ctx.body, '==2222=')
const { name,info, action } = ctx.body as RequestType
const parseBody = { name, ...JSON.parse(info) } as recordType
console.log(parseBody, '===')
if (action === 'get') {
return await getRecord(parseBody)
}
if (action === 'post') {
return await createRecord(parseBody)
}
if (action === 'put') {
return await putRecord(parseBody)
}
if (action === 'delete') {
return await removeRecord(parseBody)
}
return {
result: "异常"
}
} catch (err) {
console.log(err)
return {
result: "异常"
}
}
}
async function putRecord({ name, time, labname }: recordType) {
const missData = []
if (!name) missData.push("你的姓名")
if (missData.length > 0) {
return {
result: `请提供: ${missData.join("、")}`
}
}
const { data: record } = await db.collection("LabAppointment").where({
name, status: "unStart"
}).getOne()
if (!record) {
return {
result: `${name} 还没有预约记录`
}
}
const updateWhere = {
name,
time: time || record.time,
labname: labname || record.labname
}
await db.collection("LabAppointment").where({
name, status: "unStart"
}).update(updateWhere)
return {
result: `修改预约成功。
姓名：${name}·
时间: ${updateWhere.time}
实验室名: ${updateWhere.labname}
` }
}
async function getRecord({ name }: recordType) {
if (!name) {
return {
result: "请提供你的姓名"
}
}
const { data } = await db.collection('LabAppointment').where({ name, status: "unStart" }).getOne()
if (!data) {
return {
result: `${name} 没有预约中的记录`
}
}
return {
result: `${name} 有一条预约记录：
姓名：${data.name}
时间: ${data.time}
实验室名: ${data.labname}
`
}
}
async function removeRecord({ name }: recordType) {
if (!name) {
return {
result: "请提供你的姓名"
}
}
const { deleted } = await db.collection('LabAppointment').where({ name, status: "unStart" }).remove()
if (deleted > 0) {
return {
result: `取消预约记录成功: ${name}`
}
}
return {
result: ` ${name} 没有预约中的记录`
}
}
async function createRecord({ name, time, labname }: recordType) {
const missData = []
if (!name) missData.push("你的姓名")
if (!time) missData.push("需要预约的时间")
if (!labname) missData.push("实验室名名称")
if (missData.length > 0) {
return {
result: `请提供: ${missData.join("、")}`
}
}
const { data: record } = await db.collection("LabAppointment").where({
name, status: "unStart"
}).getOne()
if (record) {
return {
result: `您已经有一个预约记录了:
姓名：${record.name}
时间: ${record.time}
实验室名: ${record.labname}
每人仅能同时预约一个实验室名。
`
}
}
await db.collection("LabAppointment").add({
name, time, labname, status: "unStart"
})
return {
result: `预约成功。
姓名：${name}
时间: ${time}
实验室名: ${labname}
` }
}