mirror of
https://github.com/labring/FastGPT.git
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2189 lines
58 KiB
TypeScript
2189 lines
58 KiB
TypeScript
import { AppTypeEnum, SystemInputEnum } from '../app';
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import { TaskResponseKeyEnum } from '../chat';
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import {
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FlowModuleTypeEnum,
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FlowInputItemTypeEnum,
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FlowOutputItemTypeEnum,
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SpecialInputKeyEnum,
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FlowValueTypeEnum
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} from './index';
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import type { AppItemType } from '@/types/app';
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import type { FlowModuleTemplateType } from '@/types/core/app/flow';
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import { chatModelList } from '@/web/common/store/static';
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import {
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Input_Template_History,
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Input_Template_TFSwitch,
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Input_Template_UserChatInput
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} from './inputTemplate';
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import { ContextExtractEnum, HttpPropsEnum } from './flowField';
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import { Output_Template_Finish } from './outputTemplate';
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export const ChatModelSystemTip =
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'模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}';
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export const ChatModelLimitTip =
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'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。不建议内容太长，会影响上下文，可使用变量，例如 {{language}}。可在文档中找到对应的限定例子';
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export const userGuideTip = '可以在对话前设置引导语，设置全局变量，设置下一步指引';
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export const welcomeTextTip =
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'每次对话开始前，发送一个初始内容。支持标准 Markdown 语法，可使用的额外标记:\n[快捷按键]: 用户点击后可以直接发送该问题';
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export const variableTip =
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'可以在对话开始前，要求用户填写一些内容作为本轮对话的特定变量。该模块位于开场引导之后。\n变量可以通过 {{变量key}} 的形式注入到其他模块 string 类型的输入中，例如：提示词、限定词等';
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export const questionGuideTip = `对话结束后，会为生成 3 个引导性问题。`;
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export const VariableModule: FlowModuleTemplateType = {
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flowType: FlowModuleTypeEnum.variable,
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logo: '/imgs/module/variable.png',
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name: '全局变量',
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intro: variableTip,
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description:
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'全局变量可以通过 {{变量key}} 的形式注入到其他模块 string 类型的输入中，例如：提示词、限定词等',
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inputs: [
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{
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key: SystemInputEnum.variables,
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type: FlowInputItemTypeEnum.systemInput,
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label: '变量输入',
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value: []
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}
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],
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outputs: []
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};
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export const UserGuideModule: FlowModuleTemplateType = {
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flowType: FlowModuleTypeEnum.userGuide,
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logo: '/imgs/module/userGuide.png',
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name: '用户引导',
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intro: userGuideTip,
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inputs: [
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{
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key: SystemInputEnum.welcomeText,
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type: FlowInputItemTypeEnum.hidden,
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label: '开场白'
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},
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{
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key: SystemInputEnum.variables,
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type: FlowInputItemTypeEnum.hidden,
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label: '对话框变量',
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value: []
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},
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{
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key: SystemInputEnum.questionGuide,
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type: FlowInputItemTypeEnum.switch,
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label: '问题引导'
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}
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],
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outputs: []
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};
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export const UserInputModule: FlowModuleTemplateType = {
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flowType: FlowModuleTypeEnum.questionInput,
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logo: '/imgs/module/userChatInput.png',
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name: '用户问题(对话入口)',
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intro: '用户输入的内容。该模块通常作为应用的入口，用户在发送消息后会首先执行该模块。',
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inputs: [
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{
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key: SystemInputEnum.userChatInput,
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type: FlowInputItemTypeEnum.systemInput,
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label: '用户问题'
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}
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],
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outputs: [
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{
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key: SystemInputEnum.userChatInput,
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label: '用户问题',
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type: FlowOutputItemTypeEnum.source,
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valueType: FlowValueTypeEnum.string,
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targets: []
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}
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]
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};
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export const HistoryModule: FlowModuleTemplateType = {
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flowType: FlowModuleTypeEnum.historyNode,
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logo: '/imgs/module/history.png',
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name: '聊天记录',
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intro: '用户输入的内容。该模块通常作为应用的入口，用户在发送消息后会首先执行该模块。',
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inputs: [
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{
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key: 'maxContext',
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type: FlowInputItemTypeEnum.numberInput,
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label: '最长记录数',
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value: 6,
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min: 0,
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max: 50
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},
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{
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key: SystemInputEnum.history,
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type: FlowInputItemTypeEnum.hidden,
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label: '聊天记录'
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}
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],
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outputs: [
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{
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key: SystemInputEnum.history,
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label: '聊天记录',
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valueType: FlowValueTypeEnum.chatHistory,
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type: FlowOutputItemTypeEnum.source,
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targets: []
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}
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]
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};
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export const ChatModule: FlowModuleTemplateType = {
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flowType: FlowModuleTypeEnum.chatNode,
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logo: '/imgs/module/AI.png',
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name: 'AI 对话',
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intro: 'AI 大模型对话',
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showStatus: true,
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inputs: [
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Input_Template_TFSwitch,
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{
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key: 'model',
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type: FlowInputItemTypeEnum.selectChatModel,
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label: '对话模型',
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value: chatModelList[0]?.model,
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list: chatModelList.map((item) => ({ label: item.name, value: item.model })),
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required: true,
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valueCheck: (val) => !!val
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},
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{
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key: 'temperature',
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type: FlowInputItemTypeEnum.slider,
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label: '温度',
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value: 0,
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min: 0,
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max: 10,
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step: 1,
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markList: [
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{ label: '严谨', value: 0 },
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{ label: '发散', value: 10 }
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]
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},
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{
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key: 'maxToken',
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type: FlowInputItemTypeEnum.maxToken,
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label: '回复上限',
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value: chatModelList[0] ? chatModelList[0].contextMaxToken / 2 : 2000,
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min: 100,
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max: chatModelList[0]?.contextMaxToken || 4000,
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step: 50,
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markList: [
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{ label: '100', value: 100 },
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{
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label: `${chatModelList[0]?.contextMaxToken || 4000}`,
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value: chatModelList[0]?.contextMaxToken || 4000
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}
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]
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},
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{
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key: 'systemPrompt',
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type: FlowInputItemTypeEnum.textarea,
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label: '系统提示词',
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max: 300,
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valueType: FlowValueTypeEnum.string,
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description: ChatModelSystemTip,
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placeholder: ChatModelSystemTip,
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value: ''
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},
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{
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key: 'quoteTemplate',
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type: FlowInputItemTypeEnum.hidden,
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label: '引用内容模板',
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valueType: FlowValueTypeEnum.string,
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value: ''
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},
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{
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key: 'quotePrompt',
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type: FlowInputItemTypeEnum.hidden,
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label: '引用内容提示词',
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valueType: FlowValueTypeEnum.string,
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value: ''
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},
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{
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key: 'quoteQA',
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type: FlowInputItemTypeEnum.quoteList,
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label: '引用内容',
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description: "对象数组格式，结构：\n [{q:'问题',a:'回答'}]",
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valueType: FlowValueTypeEnum.kbQuote,
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connected: false
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},
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Input_Template_History,
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Input_Template_UserChatInput
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],
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outputs: [
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{
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key: TaskResponseKeyEnum.history,
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label: '新的上下文',
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description: '将本次回复内容拼接上历史记录，作为新的上下文返回',
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valueType: FlowValueTypeEnum.chatHistory,
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type: FlowOutputItemTypeEnum.source,
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targets: []
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},
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{
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key: TaskResponseKeyEnum.answerText,
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label: '模型回复',
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description: '将在 stream 回复完毕后触发',
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valueType: FlowValueTypeEnum.string,
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type: FlowOutputItemTypeEnum.source,
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targets: []
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},
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Output_Template_Finish
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]
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};
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export const KBSearchModule: FlowModuleTemplateType = {
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flowType: FlowModuleTypeEnum.kbSearchNode,
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logo: '/imgs/module/db.png',
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name: '知识库搜索',
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intro: '去知识库中搜索对应的答案。可作为 AI 对话引用参考。',
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showStatus: true,
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inputs: [
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Input_Template_TFSwitch,
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{
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key: 'kbList',
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type: FlowInputItemTypeEnum.selectDataset,
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label: '关联的知识库',
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value: [],
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list: [],
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required: true,
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valueCheck: (val) => !!val.length
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},
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{
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key: 'similarity',
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type: FlowInputItemTypeEnum.slider,
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label: '相似度',
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value: 0.4,
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min: 0,
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max: 1,
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step: 0.01,
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markList: [
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{ label: '100', value: 100 },
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{ label: '1', value: 1 }
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]
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},
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{
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key: 'limit',
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type: FlowInputItemTypeEnum.slider,
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label: '单次搜索上限',
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description: '最多取 n 条记录作为本次问题引用',
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value: 5,
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min: 1,
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max: 20,
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step: 1,
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markList: [
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{ label: '1', value: 1 },
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{ label: '20', value: 20 }
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]
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},
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Input_Template_UserChatInput
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],
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outputs: [
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{
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key: 'isEmpty',
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label: '搜索结果为空',
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type: FlowOutputItemTypeEnum.source,
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valueType: FlowValueTypeEnum.boolean,
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targets: []
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},
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{
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key: 'unEmpty',
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label: '搜索结果不为空',
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type: FlowOutputItemTypeEnum.source,
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valueType: FlowValueTypeEnum.boolean,
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targets: []
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},
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{
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key: 'quoteQA',
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label: '引用内容',
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description:
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'始终返回数组，如果希望搜索结果为空时执行额外操作，需要用到上面的两个输入以及目标模块的触发器',
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type: FlowOutputItemTypeEnum.source,
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valueType: FlowValueTypeEnum.kbQuote,
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targets: []
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},
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Output_Template_Finish
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]
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};
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export const AnswerModule: FlowModuleTemplateType = {
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flowType: FlowModuleTypeEnum.answerNode,
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logo: '/imgs/module/reply.png',
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name: '指定回复',
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intro: '该模块可以直接回复一段指定的内容。常用于引导、提示',
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description: '该模块可以直接回复一段指定的内容。常用于引导、提示',
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inputs: [
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Input_Template_TFSwitch,
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{
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key: SpecialInputKeyEnum.answerText,
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type: FlowInputItemTypeEnum.textarea,
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valueType: FlowValueTypeEnum.any,
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value: '',
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label: '回复的内容',
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description:
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'可以使用 \\n 来实现连续换行。\n\n可以通过外部模块输入实现回复，外部模块输入时会覆盖当前填写的内容。\n\n如传入非字符串类型数据将会自动转成字符串'
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}
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],
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outputs: [Output_Template_Finish]
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};
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export const ClassifyQuestionModule: FlowModuleTemplateType = {
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flowType: FlowModuleTypeEnum.classifyQuestion,
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logo: '/imgs/module/cq.png',
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name: '问题分类',
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intro: '可以判断用户问题属于哪方面问题，从而执行不同的操作。',
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description:
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'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 laf 通用问题\n类型3: 关于 laf 代码问题\n类型4: 其他问题',
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showStatus: true,
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inputs: [
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Input_Template_TFSwitch,
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{
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key: 'systemPrompt',
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type: FlowInputItemTypeEnum.textarea,
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valueType: FlowValueTypeEnum.string,
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value: '',
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label: '系统提示词',
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description:
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'你可以添加一些特定内容的介绍，从而更好的识别用户的问题类型。这个内容通常是给模型介绍一个它不知道的内容。',
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placeholder: '例如: \n1. Laf 是一个云函数开发平台……\n2. Sealos 是一个集群操作系统'
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},
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Input_Template_History,
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Input_Template_UserChatInput,
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{
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key: SpecialInputKeyEnum.agents,
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type: FlowInputItemTypeEnum.custom,
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label: '',
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value: [
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{
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value: '打招呼',
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key: 'fasw'
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},
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{
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value: '关于 xxx 的问题',
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key: 'fqsw'
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},
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{
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value: '其他问题',
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key: 'fesw'
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}
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]
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}
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],
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outputs: [
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{
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key: 'fasw',
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label: '',
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type: FlowOutputItemTypeEnum.hidden,
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targets: []
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},
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{
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key: 'fqsw',
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label: '',
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type: FlowOutputItemTypeEnum.hidden,
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targets: []
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},
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{
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key: 'fesw',
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label: '',
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type: FlowOutputItemTypeEnum.hidden,
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targets: []
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}
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]
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};
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export const ContextExtractModule: FlowModuleTemplateType = {
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flowType: FlowModuleTypeEnum.contentExtract,
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logo: '/imgs/module/extract.png',
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name: '文本内容提取',
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intro: '从文本中提取出指定格式的数据',
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description: '可从文本中提取指定的数据，例如：sql语句、搜索关键词、代码等',
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showStatus: true,
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inputs: [
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Input_Template_TFSwitch,
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{
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key: ContextExtractEnum.description,
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type: FlowInputItemTypeEnum.textarea,
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valueType: FlowValueTypeEnum.string,
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value: '',
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label: '提取要求描述',
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description: '写一段提取要求，告诉 AI 需要提取哪些内容',
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required: true,
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placeholder: '例如: \n1. 你是一个实验室预约助手。根据用户问题，提取出姓名、实验室号和预约时间'
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},
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Input_Template_History,
|
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{
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key: ContextExtractEnum.content,
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type: FlowInputItemTypeEnum.target,
|
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label: '需要提取的文本',
|
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required: true,
|
||
valueType: FlowValueTypeEnum.string
|
||
},
|
||
{
|
||
key: ContextExtractEnum.extractKeys,
|
||
type: FlowInputItemTypeEnum.custom,
|
||
label: '目标字段',
|
||
description: "由 '描述' 和 'key' 组成一个目标字段，可提取多个目标字段",
|
||
value: []
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: ContextExtractEnum.success,
|
||
label: '字段完全提取',
|
||
valueType: FlowValueTypeEnum.boolean,
|
||
type: FlowOutputItemTypeEnum.source,
|
||
targets: []
|
||
},
|
||
{
|
||
key: ContextExtractEnum.failed,
|
||
label: '提取字段缺失',
|
||
valueType: FlowValueTypeEnum.boolean,
|
||
type: FlowOutputItemTypeEnum.source,
|
||
targets: []
|
||
},
|
||
{
|
||
key: ContextExtractEnum.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: FlowValueTypeEnum.string,
|
||
type: FlowOutputItemTypeEnum.source,
|
||
targets: []
|
||
}
|
||
]
|
||
};
|
||
export const HttpModule: FlowModuleTemplateType = {
|
||
flowType: FlowModuleTypeEnum.httpRequest,
|
||
logo: '/imgs/module/http.png',
|
||
name: 'HTTP模块',
|
||
intro: '可以发出一个 HTTP POST 请求，实现更为复杂的操作（联网搜索、数据库查询等）',
|
||
description: '可以发出一个 HTTP POST 请求，实现更为复杂的操作（联网搜索、数据库查询等）',
|
||
showStatus: true,
|
||
inputs: [
|
||
Input_Template_TFSwitch,
|
||
{
|
||
key: HttpPropsEnum.url,
|
||
value: '',
|
||
type: FlowInputItemTypeEnum.input,
|
||
label: '请求地址',
|
||
description: '请求目标地址',
|
||
placeholder: 'https://api.fastgpt.run/getInventory',
|
||
required: true,
|
||
valueCheck: (val) => !!val
|
||
}
|
||
],
|
||
outputs: [Output_Template_Finish]
|
||
};
|
||
export const EmptyModule: FlowModuleTemplateType = {
|
||
flowType: FlowModuleTypeEnum.empty,
|
||
logo: '/imgs/module/cq.png',
|
||
name: '该模块已被移除',
|
||
intro: '',
|
||
description: '',
|
||
inputs: [],
|
||
outputs: []
|
||
};
|
||
export const AppModule: FlowModuleTemplateType = {
|
||
flowType: FlowModuleTypeEnum.app,
|
||
logo: '/imgs/module/app.png',
|
||
name: '应用调用(测试版)',
|
||
intro: '可以选择一个其他应用进行调用',
|
||
description: '可以选择一个其他应用进行调用',
|
||
showStatus: true,
|
||
inputs: [
|
||
Input_Template_TFSwitch,
|
||
{
|
||
key: 'app',
|
||
type: FlowInputItemTypeEnum.selectApp,
|
||
label: '选择一个应用',
|
||
description: '选择一个其他应用进行调用',
|
||
required: true
|
||
},
|
||
Input_Template_History,
|
||
Input_Template_UserChatInput
|
||
],
|
||
outputs: [
|
||
{
|
||
key: TaskResponseKeyEnum.history,
|
||
label: '新的上下文',
|
||
description: '将该应用回复内容拼接到历史记录中，作为新的上下文返回',
|
||
valueType: FlowValueTypeEnum.chatHistory,
|
||
type: FlowOutputItemTypeEnum.source,
|
||
targets: []
|
||
},
|
||
{
|
||
key: TaskResponseKeyEnum.answerText,
|
||
label: '模型回复',
|
||
description: '将在应用完全结束后触发',
|
||
valueType: FlowValueTypeEnum.string,
|
||
type: FlowOutputItemTypeEnum.source,
|
||
targets: []
|
||
},
|
||
Output_Template_Finish
|
||
]
|
||
};
|
||
|
||
export const ModuleTemplates = [
|
||
{
|
||
label: '输入模块',
|
||
list: [UserInputModule, HistoryModule]
|
||
},
|
||
{
|
||
label: '引导模块',
|
||
list: [UserGuideModule]
|
||
},
|
||
{
|
||
label: '内容生成',
|
||
list: [ChatModule, AnswerModule]
|
||
},
|
||
{
|
||
label: '核心调用',
|
||
list: [KBSearchModule, AppModule]
|
||
},
|
||
{
|
||
label: '函数模块',
|
||
list: [ClassifyQuestionModule, ContextExtractModule, HttpModule]
|
||
}
|
||
];
|
||
export const ModuleTemplatesFlat = [
|
||
VariableModule,
|
||
UserGuideModule,
|
||
UserInputModule,
|
||
HistoryModule,
|
||
ChatModule,
|
||
KBSearchModule,
|
||
AnswerModule,
|
||
ClassifyQuestionModule,
|
||
ContextExtractModule,
|
||
HttpModule,
|
||
EmptyModule,
|
||
AppModule
|
||
];
|
||
|
||
// template
|
||
export const appTemplates: (AppItemType & {
|
||
avatar: string;
|
||
intro: string;
|
||
type: `${AppTypeEnum}`;
|
||
})[] = [
|
||
{
|
||
id: 'simpleChat',
|
||
avatar: '/imgs/module/AI.png',
|
||
name: '简单的对话',
|
||
intro: '一个极其简单的 AI 对话应用',
|
||
type: AppTypeEnum.basic,
|
||
modules: [
|
||
{
|
||
moduleId: 'userGuide',
|
||
name: '用户引导',
|
||
flowType: 'userGuide',
|
||
position: {
|
||
x: 454.98510354678695,
|
||
y: 721.4016845336229
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'welcomeText',
|
||
type: 'input',
|
||
label: '开场白',
|
||
value: '',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: []
|
||
},
|
||
{
|
||
moduleId: 'userChatInput',
|
||
name: '用户问题(对话入口)',
|
||
flowType: 'questionInput',
|
||
position: {
|
||
x: 464.32198615344566,
|
||
y: 1602.2698463081606
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'systemInput',
|
||
label: '用户问题',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
label: '用户问题',
|
||
type: 'source',
|
||
valueType: 'string',
|
||
targets: [
|
||
{
|
||
moduleId: 'chatModule',
|
||
key: 'userChatInput'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'history',
|
||
name: '聊天记录',
|
||
flowType: 'historyNode',
|
||
position: {
|
||
x: 452.5466249541586,
|
||
y: 1276.3930310334215
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'maxContext',
|
||
type: 'numberInput',
|
||
label: '最长记录数',
|
||
value: 6,
|
||
min: 0,
|
||
max: 50,
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'hidden',
|
||
label: '聊天记录',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'history',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
type: 'source',
|
||
targets: [
|
||
{
|
||
moduleId: 'chatModule',
|
||
key: 'history'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'chatModule',
|
||
name: 'AI 对话',
|
||
flowType: 'chatNode',
|
||
showStatus: true,
|
||
position: {
|
||
x: 1150.8317145593148,
|
||
y: 957.9676672880053
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'model',
|
||
type: 'custom',
|
||
label: '对话模型',
|
||
value: 'gpt-3.5-turbo-16k',
|
||
list: [],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'temperature',
|
||
type: 'slider',
|
||
label: '温度',
|
||
value: 0,
|
||
min: 0,
|
||
max: 10,
|
||
step: 1,
|
||
markList: [
|
||
{
|
||
label: '严谨',
|
||
value: 0
|
||
},
|
||
{
|
||
label: '发散',
|
||
value: 10
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'maxToken',
|
||
type: 'custom',
|
||
label: '回复上限',
|
||
value: 8000,
|
||
min: 100,
|
||
max: 16000,
|
||
step: 50,
|
||
markList: [
|
||
{
|
||
label: '100',
|
||
value: 100
|
||
},
|
||
{
|
||
label: '16000',
|
||
value: 16000
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'systemPrompt',
|
||
type: 'textarea',
|
||
label: '系统提示词',
|
||
valueType: 'string',
|
||
description:
|
||
'模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
|
||
placeholder:
|
||
'模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
|
||
value: '',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: false
|
||
},
|
||
{
|
||
key: 'quoteQA',
|
||
type: 'target',
|
||
label: '引用内容',
|
||
valueType: 'kb_quote',
|
||
connected: false
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'target',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'target',
|
||
label: '用户问题',
|
||
required: true,
|
||
valueType: 'string',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'answerText',
|
||
label: '模型回复',
|
||
description: '直接响应，无需配置',
|
||
type: 'hidden',
|
||
targets: []
|
||
},
|
||
{
|
||
key: 'finish',
|
||
label: '回复结束',
|
||
description: 'AI 回复完成后触发',
|
||
valueType: 'boolean',
|
||
type: 'source',
|
||
targets: []
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
id: 'simpleKbChat',
|
||
avatar: '/imgs/module/db.png',
|
||
name: '知识库 + 对话引导',
|
||
intro: '每次提问时进行一次知识库搜索，将搜索结果注入 LLM 模型进行参考回答',
|
||
type: AppTypeEnum.basic,
|
||
modules: [
|
||
{
|
||
moduleId: 'userGuide',
|
||
name: '用户引导',
|
||
flowType: 'userGuide',
|
||
position: {
|
||
x: 454.98510354678695,
|
||
y: 721.4016845336229
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'welcomeText',
|
||
type: 'input',
|
||
label: '开场白',
|
||
value: '你好，我是知识库助手，请不要忘记选择知识库噢~',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: []
|
||
},
|
||
{
|
||
moduleId: 'userChatInput',
|
||
name: '用户问题(对话入口)',
|
||
flowType: 'questionInput',
|
||
position: {
|
||
x: 464.32198615344566,
|
||
y: 1602.2698463081606
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'systemInput',
|
||
label: '用户问题',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
label: '用户问题',
|
||
type: 'source',
|
||
valueType: 'string',
|
||
targets: [
|
||
{
|
||
moduleId: 'chatModule',
|
||
key: 'userChatInput'
|
||
},
|
||
{
|
||
moduleId: 'kbSearch',
|
||
key: 'userChatInput'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'history',
|
||
name: '聊天记录',
|
||
flowType: 'historyNode',
|
||
position: {
|
||
x: 452.5466249541586,
|
||
y: 1276.3930310334215
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'maxContext',
|
||
type: 'numberInput',
|
||
label: '最长记录数',
|
||
value: 6,
|
||
min: 0,
|
||
max: 50,
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'hidden',
|
||
label: '聊天记录',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'history',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
type: 'source',
|
||
targets: [
|
||
{
|
||
moduleId: 'chatModule',
|
||
key: 'history'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'kbSearch',
|
||
name: '知识库搜索',
|
||
flowType: 'kbSearchNode',
|
||
showStatus: true,
|
||
position: {
|
||
x: 956.0838440206068,
|
||
y: 887.462827870246
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'kbList',
|
||
type: 'custom',
|
||
label: '关联的知识库',
|
||
value: [],
|
||
list: [],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'similarity',
|
||
type: 'slider',
|
||
label: '相似度',
|
||
value: 0.4,
|
||
min: 0,
|
||
max: 1,
|
||
step: 0.01,
|
||
markList: [
|
||
{
|
||
label: '100',
|
||
value: 100
|
||
},
|
||
{
|
||
label: '1',
|
||
value: 1
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'limit',
|
||
type: 'slider',
|
||
label: '单次搜索上限',
|
||
description: '最多取 n 条记录作为本次问题引用',
|
||
value: 5,
|
||
min: 1,
|
||
max: 20,
|
||
step: 1,
|
||
markList: [
|
||
{
|
||
label: '1',
|
||
value: 1
|
||
},
|
||
{
|
||
label: '20',
|
||
value: 20
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: false
|
||
},
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'target',
|
||
label: '用户问题',
|
||
required: true,
|
||
valueType: 'string',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'isEmpty',
|
||
label: '搜索结果为空',
|
||
type: 'source',
|
||
valueType: 'boolean',
|
||
targets: [
|
||
{
|
||
moduleId: '2752oj',
|
||
key: 'switch'
|
||
}
|
||
]
|
||
},
|
||
{
|
||
key: 'unEmpty',
|
||
label: '搜索结果不为空',
|
||
type: 'source',
|
||
valueType: 'boolean',
|
||
targets: [
|
||
{
|
||
moduleId: 'chatModule',
|
||
key: 'switch'
|
||
}
|
||
]
|
||
},
|
||
{
|
||
key: 'quoteQA',
|
||
label: '引用内容',
|
||
description:
|
||
'始终返回数组，如果希望搜索结果为空时执行额外操作，需要用到上面的两个输入以及目标模块的触发器',
|
||
type: 'source',
|
||
valueType: 'kb_quote',
|
||
targets: [
|
||
{
|
||
moduleId: 'chatModule',
|
||
key: 'quoteQA'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'chatModule',
|
||
name: 'AI 对话',
|
||
flowType: 'chatNode',
|
||
showStatus: true,
|
||
position: {
|
||
x: 1546.0823206390796,
|
||
y: 1008.9827344021824
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'model',
|
||
type: 'custom',
|
||
label: '对话模型',
|
||
value: 'gpt-3.5-turbo-16k',
|
||
list: [],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'temperature',
|
||
type: 'slider',
|
||
label: '温度',
|
||
value: 0,
|
||
min: 0,
|
||
max: 10,
|
||
step: 1,
|
||
markList: [
|
||
{
|
||
label: '严谨',
|
||
value: 0
|
||
},
|
||
{
|
||
label: '发散',
|
||
value: 10
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'maxToken',
|
||
type: 'custom',
|
||
label: '回复上限',
|
||
value: 8000,
|
||
min: 100,
|
||
max: 16000,
|
||
step: 50,
|
||
markList: [
|
||
{
|
||
label: '100',
|
||
value: 100
|
||
},
|
||
{
|
||
label: '16000',
|
||
value: 16000
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'systemPrompt',
|
||
type: 'textarea',
|
||
label: '系统提示词',
|
||
valueType: 'string',
|
||
description:
|
||
'模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
|
||
placeholder:
|
||
'模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
|
||
value: '',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'quoteQA',
|
||
type: 'target',
|
||
label: '引用内容',
|
||
valueType: 'kb_quote',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'target',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'target',
|
||
label: '用户问题',
|
||
required: true,
|
||
valueType: 'string',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'answerText',
|
||
label: '模型回复',
|
||
description: '直接响应，无需配置',
|
||
type: 'hidden',
|
||
targets: []
|
||
},
|
||
{
|
||
key: 'finish',
|
||
label: '回复结束',
|
||
description: 'AI 回复完成后触发',
|
||
valueType: 'boolean',
|
||
type: 'source',
|
||
targets: []
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: '2752oj',
|
||
name: '指定回复',
|
||
flowType: 'answerNode',
|
||
position: {
|
||
x: 1542.9271243684725,
|
||
y: 702.7819618017722
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'text',
|
||
value: '搜索结果为空',
|
||
type: 'textarea',
|
||
valueType: 'string',
|
||
label: '回复的内容',
|
||
description:
|
||
'可以使用 \\n 来实现换行。也可以通过外部模块输入实现回复，外部模块输入时会覆盖当前填写的内容',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: []
|
||
}
|
||
]
|
||
},
|
||
{
|
||
id: 'chatGuide',
|
||
avatar: '/imgs/module/userGuide.png',
|
||
name: '对话引导 + 变量',
|
||
intro: '可以在对话开始发送一段提示，或者让用户填写一些内容，作为本次对话的变量',
|
||
type: AppTypeEnum.basic,
|
||
modules: [
|
||
{
|
||
moduleId: 'userGuide',
|
||
name: '用户引导',
|
||
flowType: 'userGuide',
|
||
position: {
|
||
x: 447.98520778293346,
|
||
y: 721.4016845336229
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'welcomeText',
|
||
type: 'hidden',
|
||
label: '开场白',
|
||
value: '你好，我可以为你翻译各种语言，请告诉我你需要翻译成什么语言？',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'variables',
|
||
type: 'hidden',
|
||
label: '对话框变量',
|
||
value: [
|
||
{
|
||
id: '35c640eb-cf22-431f-bb57-3fc21643880e',
|
||
key: 'language',
|
||
label: '目标语言',
|
||
type: 'input',
|
||
required: true,
|
||
maxLen: 50,
|
||
enums: [
|
||
{
|
||
value: ''
|
||
}
|
||
]
|
||
},
|
||
{
|
||
id: '2011ff08-91aa-4f60-ae69-f311ab4797b3',
|
||
key: 'language2',
|
||
label: '下拉框测试',
|
||
type: 'select',
|
||
required: false,
|
||
maxLen: 50,
|
||
enums: [
|
||
{
|
||
value: '英语'
|
||
},
|
||
{
|
||
value: '法语'
|
||
}
|
||
]
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'questionGuide',
|
||
type: 'switch',
|
||
label: '问题引导',
|
||
value: false,
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: []
|
||
},
|
||
{
|
||
moduleId: 'userChatInput',
|
||
name: '用户问题(对话入口)',
|
||
flowType: 'questionInput',
|
||
position: {
|
||
x: 464.32198615344566,
|
||
y: 1602.2698463081606
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'systemInput',
|
||
label: '用户问题',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
label: '用户问题',
|
||
type: 'source',
|
||
valueType: 'string',
|
||
targets: [
|
||
{
|
||
moduleId: 'chatModule',
|
||
key: 'userChatInput'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'history',
|
||
name: '聊天记录',
|
||
flowType: 'historyNode',
|
||
position: {
|
||
x: 452.5466249541586,
|
||
y: 1276.3930310334215
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'maxContext',
|
||
type: 'numberInput',
|
||
label: '最长记录数',
|
||
value: 2,
|
||
min: 0,
|
||
max: 50,
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'hidden',
|
||
label: '聊天记录',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'history',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
type: 'source',
|
||
targets: [
|
||
{
|
||
moduleId: 'chatModule',
|
||
key: 'history'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'chatModule',
|
||
name: 'AI 对话',
|
||
flowType: 'chatNode',
|
||
showStatus: true,
|
||
position: {
|
||
x: 981.9682828103937,
|
||
y: 890.014595014464
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'model',
|
||
type: 'custom',
|
||
label: '对话模型',
|
||
value: 'gpt-3.5-turbo-16k',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'temperature',
|
||
type: 'slider',
|
||
label: '温度',
|
||
value: 0,
|
||
min: 0,
|
||
max: 10,
|
||
step: 1,
|
||
markList: [
|
||
{
|
||
label: '严谨',
|
||
value: 0
|
||
},
|
||
{
|
||
label: '发散',
|
||
value: 10
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'maxToken',
|
||
type: 'custom',
|
||
label: '回复上限',
|
||
value: 8000,
|
||
min: 100,
|
||
max: 4000,
|
||
step: 50,
|
||
markList: [
|
||
{
|
||
label: '100',
|
||
value: 100
|
||
},
|
||
{
|
||
label: '4000',
|
||
value: 4000
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'systemPrompt',
|
||
type: 'textarea',
|
||
label: '系统提示词',
|
||
max: 300,
|
||
valueType: 'string',
|
||
description:
|
||
'模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
|
||
placeholder:
|
||
'模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
|
||
value: '请直接将我的问题翻译成{{language}}，不需要回答问题。',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'quoteTemplate',
|
||
type: 'hidden',
|
||
label: '引用内容模板',
|
||
valueType: 'string',
|
||
value: '',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'quotePrompt',
|
||
type: 'hidden',
|
||
label: '引用内容提示词',
|
||
valueType: 'string',
|
||
value: '',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: false
|
||
},
|
||
{
|
||
key: 'quoteQA',
|
||
type: 'custom',
|
||
label: '引用内容',
|
||
description: "对象数组格式，结构：\n [{q:'问题',a:'回答'}]",
|
||
valueType: 'kb_quote',
|
||
connected: false
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'target',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'target',
|
||
label: '用户问题',
|
||
required: true,
|
||
valueType: 'string',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'answerText',
|
||
label: '模型回复',
|
||
description: '将在 stream 回复完毕后触发',
|
||
valueType: 'string',
|
||
type: 'source',
|
||
targets: []
|
||
},
|
||
{
|
||
key: 'finish',
|
||
label: '回复结束',
|
||
description: 'AI 回复完成后触发',
|
||
valueType: 'boolean',
|
||
type: 'source',
|
||
targets: []
|
||
},
|
||
{
|
||
key: 'history',
|
||
label: '新的上下文',
|
||
description: '将本次回复内容拼接上历史记录，作为新的上下文返回',
|
||
valueType: 'chat_history',
|
||
type: 'source',
|
||
targets: []
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
id: 'CQ',
|
||
avatar: '/imgs/module/cq.png',
|
||
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',
|
||
type: AppTypeEnum.advanced,
|
||
modules: [
|
||
{
|
||
moduleId: '7z5g5h',
|
||
name: '用户问题(对话入口)',
|
||
flowType: 'questionInput',
|
||
position: {
|
||
x: 198.56612928723575,
|
||
y: 1622.7034463081607
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'systemInput',
|
||
label: '用户问题',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
label: '用户问题',
|
||
type: 'source',
|
||
valueType: 'string',
|
||
targets: [
|
||
{
|
||
moduleId: 'remuj3',
|
||
key: 'userChatInput'
|
||
},
|
||
{
|
||
moduleId: 'fljhzy',
|
||
key: 'userChatInput'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'xj0c9p',
|
||
name: '聊天记录',
|
||
flowType: 'historyNode',
|
||
position: {
|
||
x: 1770.497690708367,
|
||
y: 1820.2355054321215
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'maxContext',
|
||
type: 'numberInput',
|
||
label: '最长记录数',
|
||
value: 6,
|
||
min: 0,
|
||
max: 50,
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'hidden',
|
||
label: '聊天记录',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'history',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
type: 'source',
|
||
targets: [
|
||
{
|
||
moduleId: 'nlfwkc',
|
||
key: 'history'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'remuj3',
|
||
name: '问题分类',
|
||
flowType: 'classifyQuestion',
|
||
showStatus: true,
|
||
position: {
|
||
x: 672.9092284362648,
|
||
y: 1077.557793775116
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: false
|
||
},
|
||
{
|
||
key: 'systemPrompt',
|
||
type: 'textarea',
|
||
valueType: 'string',
|
||
value:
|
||
'laf 是云开发平台，可以快速的开发应用\nlaf 是一个开源的 BaaS 开发平台（Backend as a Service)\nlaf 是一个开箱即用的 serverless 开发平台\nlaf 是一个集「函数计算」、「数据库」、「对象存储」等于一身的一站式开发平台\nlaf 可以是开源版的腾讯云开发、开源版的 Google Firebase、开源版的 UniCloud',
|
||
label: '系统提示词',
|
||
description:
|
||
'你可以添加一些特定内容的介绍，从而更好的识别用户的问题类型。这个内容通常是给模型介绍一个它不知道的内容。',
|
||
placeholder: '例如: \n1. Laf 是一个云函数开发平台……\n2. Sealos 是一个集群操作系统',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'target',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'target',
|
||
label: '用户问题',
|
||
required: true,
|
||
valueType: 'string',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'agents',
|
||
type: 'custom',
|
||
label: '',
|
||
value: [
|
||
{
|
||
value: '打招呼、问候等问题',
|
||
key: 'fasw'
|
||
},
|
||
{
|
||
value: '“laf” 的问题',
|
||
key: 'fqsw'
|
||
},
|
||
{
|
||
value: '商务问题',
|
||
key: 'fesw'
|
||
},
|
||
{
|
||
value: '其他问题',
|
||
key: 'oy1c'
|
||
}
|
||
],
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'fasw',
|
||
label: '',
|
||
type: 'hidden',
|
||
targets: [
|
||
{
|
||
moduleId: 'a99p6z',
|
||
key: 'switch'
|
||
}
|
||
]
|
||
},
|
||
{
|
||
key: 'fqsw',
|
||
label: '',
|
||
type: 'hidden',
|
||
targets: [
|
||
{
|
||
moduleId: 'fljhzy',
|
||
key: 'switch'
|
||
}
|
||
]
|
||
},
|
||
{
|
||
key: 'fesw',
|
||
label: '',
|
||
type: 'hidden',
|
||
targets: [
|
||
{
|
||
moduleId: '5v78ap',
|
||
key: 'switch'
|
||
}
|
||
]
|
||
},
|
||
{
|
||
key: 'oy1c',
|
||
label: '',
|
||
type: 'hidden',
|
||
targets: [
|
||
{
|
||
moduleId: 'iejcou',
|
||
key: 'switch'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'a99p6z',
|
||
name: '指定回复',
|
||
flowType: 'answerNode',
|
||
position: {
|
||
x: 1304.2886011902247,
|
||
y: 776.1589509539264
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'text',
|
||
type: 'textarea',
|
||
valueType: 'string',
|
||
value: '你好，我是 laf 助手，有什么可以帮助你的？',
|
||
label: '回复的内容',
|
||
description:
|
||
'可以使用 \\n 来实现连续换行。\n\n可以通过外部模块输入实现回复，外部模块输入时会覆盖当前填写的内容',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'finish',
|
||
label: '回复结束',
|
||
description: '回复完成后触发',
|
||
valueType: 'boolean',
|
||
type: 'source',
|
||
targets: []
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'iejcou',
|
||
name: '指定回复',
|
||
flowType: 'answerNode',
|
||
position: {
|
||
x: 1294.2531189034548,
|
||
y: 2127.1297123368286
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'text',
|
||
type: 'textarea',
|
||
valueType: 'string',
|
||
value: '你好，我仅能回答 laf 相关问题，请问你有什么问题么？',
|
||
label: '回复的内容',
|
||
description:
|
||
'可以使用 \\n 来实现连续换行。\n\n可以通过外部模块输入实现回复，外部模块输入时会覆盖当前填写的内容',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'finish',
|
||
label: '回复结束',
|
||
description: '回复完成后触发',
|
||
valueType: 'boolean',
|
||
type: 'source',
|
||
targets: []
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'nlfwkc',
|
||
name: 'AI 对话',
|
||
flowType: 'chatNode',
|
||
showStatus: true,
|
||
position: {
|
||
x: 2260.436476009152,
|
||
y: 1104.6583548423682
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'model',
|
||
type: 'custom',
|
||
label: '对话模型',
|
||
value: 'gpt-3.5-turbo-16k',
|
||
list: [
|
||
{
|
||
label: 'FastAI-4k',
|
||
value: 'gpt-3.5-turbo'
|
||
},
|
||
{
|
||
label: 'FastAI-instruct',
|
||
value: 'gpt-3.5-turbo-instruct'
|
||
},
|
||
{
|
||
label: 'FastAI-16k',
|
||
value: 'gpt-3.5-turbo-16k'
|
||
},
|
||
{
|
||
label: 'FastAI-Plus-8k',
|
||
value: 'gpt-4'
|
||
},
|
||
{
|
||
label: 'FastAI-Plus-32k',
|
||
value: 'gpt-4-32k'
|
||
},
|
||
{
|
||
label: '百川2-13B(测试)',
|
||
value: 'baichuan2-13b'
|
||
},
|
||
{
|
||
label: '文心一言(QPS 5)',
|
||
value: 'ERNIE-Bot'
|
||
},
|
||
{
|
||
label: '星火2.0(QPS 2)',
|
||
value: 'SparkDesk'
|
||
},
|
||
{
|
||
label: 'chatglm_pro(QPS 5)',
|
||
value: 'chatglm_pro'
|
||
},
|
||
{
|
||
label: '通义千问(QPS 5)',
|
||
value: 'qwen-v1'
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'temperature',
|
||
type: 'slider',
|
||
label: '温度',
|
||
value: 0,
|
||
min: 0,
|
||
max: 10,
|
||
step: 1,
|
||
markList: [
|
||
{
|
||
label: '严谨',
|
||
value: 0
|
||
},
|
||
{
|
||
label: '发散',
|
||
value: 10
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'maxToken',
|
||
type: 'custom',
|
||
label: '回复上限',
|
||
value: 8000,
|
||
min: 100,
|
||
max: 4000,
|
||
step: 50,
|
||
markList: [
|
||
{
|
||
label: '100',
|
||
value: 100
|
||
},
|
||
{
|
||
label: '4000',
|
||
value: 4000
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'systemPrompt',
|
||
type: 'textarea',
|
||
label: '系统提示词',
|
||
max: 300,
|
||
valueType: 'string',
|
||
description:
|
||
'模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
|
||
placeholder:
|
||
'模型固定的引导词，通过调整该内容，可以引导模型聊天方向。该内容会被固定在上下文的开头。可使用变量，例如 {{language}}',
|
||
value: '知识库是关于 laf 的内容。',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'quoteTemplate',
|
||
type: 'hidden',
|
||
label: '引用内容模板',
|
||
valueType: 'string',
|
||
value: '',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'quotePrompt',
|
||
type: 'hidden',
|
||
label: '引用内容提示词',
|
||
valueType: 'string',
|
||
value: '',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'quoteQA',
|
||
type: 'custom',
|
||
label: '引用内容',
|
||
description: "对象数组格式，结构：\n [{q:'问题',a:'回答'}]",
|
||
valueType: 'kb_quote',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'target',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'target',
|
||
label: '用户问题',
|
||
required: true,
|
||
valueType: 'string',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'answerText',
|
||
label: '模型回复',
|
||
description: '将在 stream 回复完毕后触发',
|
||
valueType: 'string',
|
||
type: 'source',
|
||
targets: []
|
||
},
|
||
{
|
||
key: 'finish',
|
||
label: '回复结束',
|
||
description: 'AI 回复完成后触发',
|
||
valueType: 'boolean',
|
||
type: 'source',
|
||
targets: []
|
||
},
|
||
{
|
||
key: 'history',
|
||
label: '新的上下文',
|
||
description: '将本次回复内容拼接上历史记录，作为新的上下文返回',
|
||
valueType: 'chat_history',
|
||
type: 'source',
|
||
targets: []
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 's4v9su',
|
||
name: '聊天记录',
|
||
flowType: 'historyNode',
|
||
position: {
|
||
x: 193.3803955457983,
|
||
y: 1316.251200765746
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'maxContext',
|
||
type: 'numberInput',
|
||
label: '最长记录数',
|
||
value: 2,
|
||
min: 0,
|
||
max: 50,
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'history',
|
||
type: 'hidden',
|
||
label: '聊天记录',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'history',
|
||
label: '聊天记录',
|
||
valueType: 'chat_history',
|
||
type: 'source',
|
||
targets: [
|
||
{
|
||
moduleId: 'remuj3',
|
||
key: 'history'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'fljhzy',
|
||
name: '知识库搜索',
|
||
flowType: 'kbSearchNode',
|
||
showStatus: true,
|
||
position: {
|
||
x: 1305.5374262228029,
|
||
y: 1120.0404921820218
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'kbList',
|
||
type: 'custom',
|
||
label: '关联的知识库',
|
||
value: [],
|
||
list: [],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'similarity',
|
||
type: 'slider',
|
||
label: '相似度',
|
||
value: 0.76,
|
||
min: 0,
|
||
max: 1,
|
||
step: 0.01,
|
||
markList: [
|
||
{
|
||
label: '100',
|
||
value: 100
|
||
},
|
||
{
|
||
label: '1',
|
||
value: 1
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'limit',
|
||
type: 'slider',
|
||
label: '单次搜索上限',
|
||
description: '最多取 n 条记录作为本次问题引用',
|
||
value: 5,
|
||
min: 1,
|
||
max: 20,
|
||
step: 1,
|
||
markList: [
|
||
{
|
||
label: '1',
|
||
value: 1
|
||
},
|
||
{
|
||
label: '20',
|
||
value: 20
|
||
}
|
||
],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'target',
|
||
label: '用户问题',
|
||
required: true,
|
||
valueType: 'string',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'isEmpty',
|
||
label: '搜索结果为空',
|
||
type: 'source',
|
||
valueType: 'boolean',
|
||
targets: [
|
||
{
|
||
moduleId: 'tc90wz',
|
||
key: 'switch'
|
||
}
|
||
]
|
||
},
|
||
{
|
||
key: 'unEmpty',
|
||
label: '搜索结果不为空',
|
||
type: 'source',
|
||
valueType: 'boolean',
|
||
targets: [
|
||
{
|
||
moduleId: 'nlfwkc',
|
||
key: 'switch'
|
||
}
|
||
]
|
||
},
|
||
{
|
||
key: 'quoteQA',
|
||
label: '引用内容',
|
||
description:
|
||
'始终返回数组，如果希望搜索结果为空时执行额外操作，需要用到上面的两个输入以及目标模块的触发器',
|
||
type: 'source',
|
||
valueType: 'kb_quote',
|
||
targets: [
|
||
{
|
||
moduleId: 'nlfwkc',
|
||
key: 'quoteQA'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: 'q9equb',
|
||
name: '用户引导',
|
||
flowType: 'userGuide',
|
||
position: {
|
||
x: 191.4857498376603,
|
||
y: 856.6847387508401
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'welcomeText',
|
||
type: 'hidden',
|
||
label: '开场白',
|
||
value:
|
||
'你好，我是 laf 助手，有什么可以帮助你的？\n[laf 是什么？有什么用？]\n[laf 在线体验地址]\n[官网地址是多少]',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'variables',
|
||
type: 'hidden',
|
||
label: '对话框变量',
|
||
value: [],
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'questionGuide',
|
||
type: 'switch',
|
||
label: '问题引导',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: []
|
||
},
|
||
{
|
||
moduleId: 'tc90wz',
|
||
name: '指定回复',
|
||
flowType: 'answerNode',
|
||
position: {
|
||
x: 2262.720467249169,
|
||
y: 750.6776669274682
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'text',
|
||
type: 'textarea',
|
||
valueType: 'string',
|
||
value: '对不起，我找不到你的问题，请更加详细的描述你的问题。',
|
||
label: '回复的内容',
|
||
description:
|
||
'可以使用 \\n 来实现连续换行。\n\n可以通过外部模块输入实现回复，外部模块输入时会覆盖当前填写的内容',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'finish',
|
||
label: '回复结束',
|
||
description: '回复完成后触发',
|
||
valueType: 'boolean',
|
||
type: 'source',
|
||
targets: []
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: '5v78ap',
|
||
name: '指定回复',
|
||
flowType: 'answerNode',
|
||
position: {
|
||
x: 1294.814522053934,
|
||
y: 1822.7626988141562
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'switch',
|
||
type: 'target',
|
||
label: '触发器',
|
||
valueType: 'any',
|
||
connected: true
|
||
},
|
||
{
|
||
key: 'text',
|
||
type: 'textarea',
|
||
valueType: 'string',
|
||
value: '这是一个商务问题',
|
||
label: '回复的内容',
|
||
description:
|
||
'可以使用 \\n 来实现连续换行。\n\n可以通过外部模块输入实现回复，外部模块输入时会覆盖当前填写的内容',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'finish',
|
||
label: '回复结束',
|
||
description: '回复完成后触发',
|
||
valueType: 'boolean',
|
||
type: 'source',
|
||
targets: []
|
||
}
|
||
]
|
||
},
|
||
{
|
||
moduleId: '9act94',
|
||
name: '用户问题(对话入口)',
|
||
flowType: 'questionInput',
|
||
position: {
|
||
x: 1827.2213090948171,
|
||
y: 2132.138812501788
|
||
},
|
||
inputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
type: 'systemInput',
|
||
label: '用户问题',
|
||
connected: true
|
||
}
|
||
],
|
||
outputs: [
|
||
{
|
||
key: 'userChatInput',
|
||
label: '用户问题',
|
||
type: 'source',
|
||
valueType: 'string',
|
||
targets: [
|
||
{
|
||
moduleId: 'nlfwkc',
|
||
key: 'userChatInput'
|
||
}
|
||
]
|
||
}
|
||
]
|
||
}
|
||
]
|
||
}
|
||
];
|