4e76220e25
### What problem does this PR solve? Feat: Submit clean data operations form data to the backend. #10427 ### Type of change - [x] New Feature (non-breaking change which adds functionality)
937 lines
19 KiB
TypeScript
937 lines
19 KiB
TypeScript
import {
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initialKeywordsSimilarityWeightValue,
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initialSimilarityThresholdValue,
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} from '@/components/similarity-slider';
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import {
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AgentGlobals,
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AgentGlobalsSysQueryWithBrace,
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CodeTemplateStrMap,
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ComparisonOperator,
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Operator,
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ProgrammingLanguage,
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SwitchOperatorOptions,
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initialLlmBaseValues,
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} from '@/constants/agent';
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export { Operator } from '@/constants/agent';
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export * from './pipeline';
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export enum AgentDialogueMode {
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Conversational = 'conversational',
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Task = 'task',
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}
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import { ModelVariableType } from '@/constants/knowledge';
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import i18n from '@/locales/config';
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import { t } from 'i18next';
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// DuckDuckGo's channel options
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export enum Channel {
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Text = 'text',
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News = 'news',
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}
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export enum PromptRole {
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User = 'user',
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Assistant = 'assistant',
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}
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import {
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CloudUpload,
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ListOrdered,
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OptionIcon,
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TextCursorInput,
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ToggleLeft,
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WrapText,
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} from 'lucide-react';
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export const BeginId = 'begin';
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export const SwitchLogicOperatorOptions = ['and', 'or'];
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export const CommonOperatorList = Object.values(Operator).filter(
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(x) => x !== Operator.Note,
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);
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export const AgentOperatorList = [
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Operator.Retrieval,
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Operator.Categorize,
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Operator.Message,
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Operator.RewriteQuestion,
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Operator.KeywordExtract,
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Operator.Switch,
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Operator.Iteration,
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Operator.WaitingDialogue,
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Operator.Note,
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Operator.Agent,
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];
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export const componentMenuList = [
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{
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name: Operator.Retrieval,
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},
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{
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name: Operator.Categorize,
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},
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{
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name: Operator.Message,
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},
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{
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name: Operator.RewriteQuestion,
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},
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{
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name: Operator.KeywordExtract,
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},
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{
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name: Operator.Switch,
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},
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{
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name: Operator.Iteration,
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},
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{
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name: Operator.Code,
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},
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{
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name: Operator.WaitingDialogue,
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},
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{
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name: Operator.Agent,
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},
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{
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name: Operator.Note,
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},
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{
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name: Operator.DuckDuckGo,
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},
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{
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name: Operator.Baidu,
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},
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{
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name: Operator.Wikipedia,
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},
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{
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name: Operator.PubMed,
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},
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{
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name: Operator.ArXiv,
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},
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{
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name: Operator.Google,
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},
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{
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name: Operator.Bing,
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},
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{
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name: Operator.GoogleScholar,
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},
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{
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name: Operator.GitHub,
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},
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{
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name: Operator.BaiduFanyi,
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},
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{
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name: Operator.QWeather,
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},
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{
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name: Operator.ExeSQL,
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},
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{
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name: Operator.WenCai,
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},
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{
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name: Operator.AkShare,
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},
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{
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name: Operator.YahooFinance,
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},
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{
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name: Operator.Jin10,
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},
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{
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name: Operator.TuShare,
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},
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{
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name: Operator.Crawler,
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},
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{
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name: Operator.Invoke,
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},
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{
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name: Operator.Email,
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},
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{
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name: Operator.SearXNG,
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},
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];
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export const DataOperationsOperatorOptions = [
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ComparisonOperator.Equal,
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ComparisonOperator.NotEqual,
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ComparisonOperator.Contains,
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ComparisonOperator.StartWith,
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ComparisonOperator.EndWith,
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];
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export const SwitchElseTo = 'end_cpn_ids';
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const initialQueryBaseValues = {
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query: [],
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};
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export const initialRetrievalValues = {
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query: AgentGlobalsSysQueryWithBrace,
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top_n: 8,
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top_k: 1024,
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kb_ids: [],
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rerank_id: '',
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empty_response: '',
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...initialSimilarityThresholdValue,
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...initialKeywordsSimilarityWeightValue,
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use_kg: false,
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toc_enhance: false,
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cross_languages: [],
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outputs: {
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formalized_content: {
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type: 'string',
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value: '',
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},
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json: {
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type: 'Array<Object>',
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value: [],
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},
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},
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};
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export const initialBeginValues = {
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mode: AgentDialogueMode.Conversational,
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prologue: `Hi! I'm your assistant. What can I do for you?`,
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};
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export const initialGenerateValues = {
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...initialLlmBaseValues,
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prompt: i18n.t('flow.promptText'),
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cite: true,
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message_history_window_size: 12,
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parameters: [],
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};
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export const initialRewriteQuestionValues = {
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...initialLlmBaseValues,
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language: '',
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message_history_window_size: 6,
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};
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export const initialRelevantValues = {
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...initialLlmBaseValues,
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};
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export const initialCategorizeValues = {
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...initialLlmBaseValues,
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query: AgentGlobals.SysQuery,
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parameter: ModelVariableType.Precise,
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message_history_window_size: 1,
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items: [],
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outputs: {
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category_name: {
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type: 'string',
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},
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},
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};
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export const initialMessageValues = {
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content: [''],
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};
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export const initialKeywordExtractValues = {
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...initialLlmBaseValues,
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top_n: 3,
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...initialQueryBaseValues,
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};
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export const initialDuckValues = {
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top_n: 10,
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channel: Channel.Text,
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query: AgentGlobals.SysQuery,
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outputs: {
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formalized_content: {
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value: '',
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type: 'string',
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},
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json: {
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value: [],
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type: 'Array<Object>',
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},
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},
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};
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export const initialSearXNGValues = {
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top_n: '10',
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searxng_url: '',
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query: AgentGlobals.SysQuery,
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outputs: {
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formalized_content: {
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value: '',
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type: 'string',
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},
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json: {
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value: [],
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type: 'Array<Object>',
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},
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},
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};
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export const initialBaiduValues = {
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top_n: 10,
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...initialQueryBaseValues,
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};
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export const initialWikipediaValues = {
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top_n: 10,
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language: 'en',
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query: AgentGlobals.SysQuery,
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outputs: {
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formalized_content: {
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value: '',
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type: 'string',
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},
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},
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};
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export const initialPubMedValues = {
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top_n: 12,
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email: '',
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query: AgentGlobals.SysQuery,
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outputs: {
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formalized_content: {
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value: '',
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type: 'string',
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},
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},
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};
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export const initialArXivValues = {
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top_n: 12,
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sort_by: 'relevance',
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query: AgentGlobals.SysQuery,
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outputs: {
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formalized_content: {
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value: '',
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type: 'string',
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},
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},
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};
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export const initialGoogleValues = {
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q: AgentGlobals.SysQuery,
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start: 0,
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num: 12,
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api_key: '',
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country: 'us',
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language: 'en',
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outputs: {
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formalized_content: {
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value: '',
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type: 'string',
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},
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json: {
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value: [],
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type: 'Array<Object>',
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},
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},
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};
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export const initialBingValues = {
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top_n: 10,
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channel: 'Webpages',
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api_key:
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'YOUR_API_KEY (obtained from https://www.microsoft.com/en-us/bing/apis/bing-web-search-api)',
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country: 'CH',
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language: 'en',
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query: '',
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};
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export const initialGoogleScholarValues = {
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top_n: 12,
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sort_by: 'relevance',
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patents: true,
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query: AgentGlobals.SysQuery,
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year_low: undefined,
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year_high: undefined,
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outputs: {
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formalized_content: {
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value: '',
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type: 'string',
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},
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json: {
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value: [],
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type: 'Array<Object>',
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},
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},
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};
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export const initialGithubValues = {
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top_n: 5,
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query: AgentGlobals.SysQuery,
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outputs: {
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formalized_content: {
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value: '',
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type: 'string',
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},
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json: {
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value: [],
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type: 'Array<Object>',
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},
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},
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};
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export const initialBaiduFanyiValues = {
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appid: 'xxx',
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secret_key: 'xxx',
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trans_type: 'translate',
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...initialQueryBaseValues,
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};
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export const initialQWeatherValues = {
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web_apikey: 'xxx',
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type: 'weather',
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user_type: 'free',
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time_period: 'now',
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...initialQueryBaseValues,
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};
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export const initialExeSqlValues = {
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sql: '',
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db_type: 'mysql',
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database: '',
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username: '',
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host: '',
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port: 3306,
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password: '',
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max_records: 1024,
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outputs: {
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formalized_content: {
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value: '',
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type: 'string',
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},
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json: {
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value: [],
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type: 'Array<Object>',
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},
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},
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};
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export const initialSwitchValues = {
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conditions: [
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{
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logical_operator: SwitchLogicOperatorOptions[0],
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items: [
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{
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operator: SwitchOperatorOptions[0].value,
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},
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],
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to: [],
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},
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],
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[SwitchElseTo]: [],
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};
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export const initialWenCaiValues = {
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top_n: 20,
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query_type: 'stock',
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query: AgentGlobals.SysQuery,
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outputs: {
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report: {
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value: '',
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type: 'string',
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},
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},
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};
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export const initialAkShareValues = { top_n: 10, ...initialQueryBaseValues };
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export const initialYahooFinanceValues = {
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stock_code: '',
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info: true,
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history: false,
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financials: false,
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balance_sheet: false,
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cash_flow_statement: false,
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news: true,
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outputs: {
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report: {
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value: '',
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type: 'string',
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},
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},
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};
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export const initialJin10Values = {
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type: 'flash',
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secret_key: 'xxx',
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flash_type: '1',
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contain: '',
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filter: '',
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...initialQueryBaseValues,
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};
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export const initialTuShareValues = {
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token: 'xxx',
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src: 'eastmoney',
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start_date: '2024-01-01 09:00:00',
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...initialQueryBaseValues,
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};
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export const initialNoteValues = {
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text: '',
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};
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export const initialCrawlerValues = {
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extract_type: 'markdown',
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query: '',
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};
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export const initialInvokeValues = {
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url: '',
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method: 'GET',
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timeout: 60,
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headers: `{
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"Accept": "*/*",
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"Cache-Control": "no-cache",
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"Connection": "keep-alive"
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}`,
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proxy: '',
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clean_html: false,
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variables: [],
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outputs: {
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result: {
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value: '',
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type: 'string',
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},
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},
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};
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export const initialTemplateValues = {
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content: '',
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parameters: [],
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};
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export const initialEmailValues = {
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smtp_server: '',
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smtp_port: 465,
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email: '',
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password: '',
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sender_name: '',
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to_email: '',
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cc_email: '',
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subject: '',
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content: '',
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outputs: {
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success: {
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value: true,
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type: 'boolean',
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},
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},
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};
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export const initialIterationValues = {
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items_ref: '',
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outputs: {},
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};
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export const initialIterationStartValues = {
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outputs: {
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item: {
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type: 'unkown',
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},
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index: {
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type: 'integer',
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},
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},
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};
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export const initialCodeValues = {
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lang: ProgrammingLanguage.Python,
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script: CodeTemplateStrMap[ProgrammingLanguage.Python],
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arguments: {
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arg1: '',
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arg2: '',
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},
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outputs: {},
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};
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export const initialWaitingDialogueValues = {};
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export const AgentStructuredOutputField = 'structured';
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export const initialAgentValues = {
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...initialLlmBaseValues,
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description: '',
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user_prompt: '',
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sys_prompt: t('flow.sysPromptDefultValue'),
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prompts: [{ role: PromptRole.User, content: `{${AgentGlobals.SysQuery}}` }],
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message_history_window_size: 12,
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max_retries: 3,
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delay_after_error: 1,
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visual_files_var: '',
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max_rounds: 1,
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exception_method: '',
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exception_goto: [],
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exception_default_value: '',
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tools: [],
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mcp: [],
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cite: true,
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outputs: {
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// structured_output: {
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// topic: {
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// type: 'string',
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// description:
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// 'default:general. The category of the search.news is useful for retrieving real-time updates, particularly about politics, sports, and major current events covered by mainstream media sources. general is for broader, more general-purpose searches that may include a wide range of sources.',
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// enum: ['general', 'news'],
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// default: 'general',
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// },
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// },
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content: {
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type: 'string',
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value: '',
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},
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[AgentStructuredOutputField]: {
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type: 'Object Array String Number Boolean',
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value: '',
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},
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},
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};
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export const initialUserFillUpValues = {
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enable_tips: true,
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tips: '',
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inputs: [],
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outputs: {},
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};
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export enum StringTransformMethod {
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Merge = 'merge',
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Split = 'split',
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}
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export enum StringTransformDelimiter {
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Comma = ',',
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Semicolon = ';',
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Period = '.',
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LineBreak = '\n',
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Tab = '\t',
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Space = ' ',
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}
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export const initialStringTransformValues = {
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method: StringTransformMethod.Merge,
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split_ref: '',
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script: '',
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delimiters: [StringTransformDelimiter.Comma],
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outputs: {
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result: {
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type: 'string',
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},
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},
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};
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export enum TavilySearchDepth {
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Basic = 'basic',
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Advanced = 'advanced',
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}
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export enum TavilyTopic {
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News = 'news',
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General = 'general',
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}
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export const initialTavilyValues = {
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api_key: '',
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query: AgentGlobals.SysQuery,
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search_depth: TavilySearchDepth.Basic,
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topic: TavilyTopic.General,
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max_results: 5,
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days: 7,
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include_answer: false,
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include_raw_content: true,
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include_images: false,
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include_image_descriptions: false,
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include_domains: [],
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exclude_domains: [],
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outputs: {
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formalized_content: {
|
|
value: '',
|
|
type: 'string',
|
|
},
|
|
json: {
|
|
value: [],
|
|
type: 'Array<Object>',
|
|
},
|
|
},
|
|
};
|
|
|
|
export enum TavilyExtractDepth {
|
|
Basic = 'basic',
|
|
Advanced = 'advanced',
|
|
}
|
|
|
|
export enum TavilyExtractFormat {
|
|
Text = 'text',
|
|
Markdown = 'markdown',
|
|
}
|
|
|
|
export const initialTavilyExtractValues = {
|
|
urls: '',
|
|
extract_depth: TavilyExtractDepth.Basic,
|
|
format: TavilyExtractFormat.Markdown,
|
|
outputs: {
|
|
formalized_content: {
|
|
value: '',
|
|
type: 'string',
|
|
},
|
|
json: {
|
|
value: [],
|
|
type: 'Array<Object>',
|
|
},
|
|
},
|
|
};
|
|
|
|
export const initialPlaceholderValues = {
|
|
// Placeholder node doesn't need any specific form values
|
|
// It's just a visual placeholder
|
|
};
|
|
|
|
export enum Operations {
|
|
SelectKeys = 'select_keys',
|
|
LiteralEval = 'literal_eval',
|
|
Combine = 'combine',
|
|
FilterValues = 'filter_values',
|
|
AppendOrUpdate = 'append_or_update',
|
|
RemoveKeys = 'remove_keys',
|
|
RenameKeys = 'rename_keys',
|
|
}
|
|
|
|
export const initialDataOperationsValues = {
|
|
query: [],
|
|
operations: Operations.SelectKeys,
|
|
outputs: {
|
|
result: {
|
|
type: 'Array<Object>',
|
|
},
|
|
},
|
|
};
|
|
|
|
export const CategorizeAnchorPointPositions = [
|
|
{ top: 1, right: 34 },
|
|
{ top: 8, right: 18 },
|
|
{ top: 15, right: 10 },
|
|
{ top: 24, right: 4 },
|
|
{ top: 31, right: 1 },
|
|
{ top: 38, right: -2 },
|
|
{ top: 62, right: -2 }, //bottom
|
|
{ top: 71, right: 1 },
|
|
{ top: 79, right: 6 },
|
|
{ top: 86, right: 12 },
|
|
{ top: 91, right: 20 },
|
|
{ top: 98, right: 34 },
|
|
];
|
|
|
|
// key is the source of the edge, value is the target of the edge
|
|
// no connection lines are allowed between key and value
|
|
export const RestrictedUpstreamMap = {
|
|
[Operator.Begin]: [Operator.Relevant],
|
|
[Operator.Categorize]: [Operator.Begin, Operator.Categorize],
|
|
[Operator.Retrieval]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.Message]: [
|
|
Operator.Begin,
|
|
Operator.Message,
|
|
Operator.Retrieval,
|
|
Operator.RewriteQuestion,
|
|
Operator.Categorize,
|
|
],
|
|
[Operator.Relevant]: [Operator.Begin],
|
|
[Operator.RewriteQuestion]: [
|
|
Operator.Begin,
|
|
Operator.Message,
|
|
Operator.RewriteQuestion,
|
|
Operator.Relevant,
|
|
],
|
|
[Operator.KeywordExtract]: [
|
|
Operator.Begin,
|
|
Operator.Message,
|
|
Operator.Relevant,
|
|
],
|
|
[Operator.Baidu]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.DuckDuckGo]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.Wikipedia]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.PubMed]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.ArXiv]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.Google]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.Bing]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.GoogleScholar]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.GitHub]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.BaiduFanyi]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.QWeather]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.SearXNG]: [Operator.Begin, Operator.Retrieval],
|
|
[Operator.ExeSQL]: [Operator.Begin],
|
|
[Operator.Switch]: [Operator.Begin],
|
|
[Operator.WenCai]: [Operator.Begin],
|
|
[Operator.AkShare]: [Operator.Begin],
|
|
[Operator.YahooFinance]: [Operator.Begin],
|
|
[Operator.Jin10]: [Operator.Begin],
|
|
[Operator.TuShare]: [Operator.Begin],
|
|
[Operator.Crawler]: [Operator.Begin],
|
|
[Operator.Note]: [],
|
|
[Operator.Invoke]: [Operator.Begin],
|
|
[Operator.Email]: [Operator.Begin],
|
|
[Operator.Iteration]: [Operator.Begin],
|
|
[Operator.IterationStart]: [Operator.Begin],
|
|
[Operator.Code]: [Operator.Begin],
|
|
[Operator.WaitingDialogue]: [Operator.Begin],
|
|
[Operator.Agent]: [Operator.Begin],
|
|
[Operator.TavilySearch]: [Operator.Begin],
|
|
[Operator.TavilyExtract]: [Operator.Begin],
|
|
[Operator.StringTransform]: [Operator.Begin],
|
|
[Operator.UserFillUp]: [Operator.Begin],
|
|
[Operator.Tool]: [Operator.Begin],
|
|
[Operator.Placeholder]: [Operator.Begin],
|
|
[Operator.DataOperations]: [Operator.Begin],
|
|
[Operator.Parser]: [Operator.Begin], // pipeline
|
|
[Operator.Splitter]: [Operator.Begin],
|
|
[Operator.HierarchicalMerger]: [Operator.Begin],
|
|
[Operator.Tokenizer]: [Operator.Begin],
|
|
[Operator.Extractor]: [Operator.Begin],
|
|
[Operator.File]: [Operator.Begin],
|
|
};
|
|
|
|
export const NodeMap = {
|
|
[Operator.Begin]: 'beginNode',
|
|
[Operator.Categorize]: 'categorizeNode',
|
|
[Operator.Retrieval]: 'retrievalNode',
|
|
[Operator.Message]: 'messageNode',
|
|
[Operator.Relevant]: 'relevantNode',
|
|
[Operator.RewriteQuestion]: 'rewriteNode',
|
|
[Operator.KeywordExtract]: 'keywordNode',
|
|
[Operator.DuckDuckGo]: 'ragNode',
|
|
[Operator.Baidu]: 'ragNode',
|
|
[Operator.Wikipedia]: 'ragNode',
|
|
[Operator.PubMed]: 'ragNode',
|
|
[Operator.ArXiv]: 'ragNode',
|
|
[Operator.Google]: 'ragNode',
|
|
[Operator.Bing]: 'ragNode',
|
|
[Operator.GoogleScholar]: 'ragNode',
|
|
[Operator.GitHub]: 'ragNode',
|
|
[Operator.BaiduFanyi]: 'ragNode',
|
|
[Operator.QWeather]: 'ragNode',
|
|
[Operator.SearXNG]: 'ragNode',
|
|
[Operator.ExeSQL]: 'ragNode',
|
|
[Operator.Switch]: 'switchNode',
|
|
[Operator.WenCai]: 'ragNode',
|
|
[Operator.AkShare]: 'ragNode',
|
|
[Operator.YahooFinance]: 'ragNode',
|
|
[Operator.Jin10]: 'ragNode',
|
|
[Operator.TuShare]: 'ragNode',
|
|
[Operator.Note]: 'noteNode',
|
|
[Operator.Crawler]: 'ragNode',
|
|
[Operator.Invoke]: 'ragNode',
|
|
[Operator.Email]: 'ragNode',
|
|
[Operator.Iteration]: 'group',
|
|
[Operator.IterationStart]: 'iterationStartNode',
|
|
[Operator.Code]: 'ragNode',
|
|
[Operator.WaitingDialogue]: 'ragNode',
|
|
[Operator.Agent]: 'agentNode',
|
|
[Operator.Tool]: 'toolNode',
|
|
[Operator.TavilySearch]: 'ragNode',
|
|
[Operator.UserFillUp]: 'ragNode',
|
|
[Operator.StringTransform]: 'ragNode',
|
|
[Operator.TavilyExtract]: 'ragNode',
|
|
[Operator.Placeholder]: 'placeholderNode',
|
|
[Operator.File]: 'fileNode',
|
|
[Operator.Parser]: 'parserNode',
|
|
[Operator.Tokenizer]: 'tokenizerNode',
|
|
[Operator.Splitter]: 'splitterNode',
|
|
[Operator.HierarchicalMerger]: 'splitterNode',
|
|
[Operator.Extractor]: 'contextNode',
|
|
[Operator.DataOperations]: 'dataOperationsNode',
|
|
};
|
|
|
|
export enum BeginQueryType {
|
|
Line = 'line',
|
|
Paragraph = 'paragraph',
|
|
Options = 'options',
|
|
File = 'file',
|
|
Integer = 'integer',
|
|
Boolean = 'boolean',
|
|
}
|
|
|
|
export const BeginQueryTypeIconMap = {
|
|
[BeginQueryType.Line]: TextCursorInput,
|
|
[BeginQueryType.Paragraph]: WrapText,
|
|
[BeginQueryType.Options]: OptionIcon,
|
|
[BeginQueryType.File]: CloudUpload,
|
|
[BeginQueryType.Integer]: ListOrdered,
|
|
[BeginQueryType.Boolean]: ToggleLeft,
|
|
};
|
|
|
|
export const NoDebugOperatorsList = [
|
|
Operator.Begin,
|
|
Operator.Message,
|
|
Operator.RewriteQuestion,
|
|
Operator.Switch,
|
|
Operator.Iteration,
|
|
Operator.UserFillUp,
|
|
Operator.IterationStart,
|
|
Operator.File,
|
|
Operator.Parser,
|
|
Operator.Tokenizer,
|
|
Operator.Splitter,
|
|
Operator.HierarchicalMerger,
|
|
Operator.Extractor,
|
|
];
|
|
|
|
export const NoCopyOperatorsList = [
|
|
Operator.File,
|
|
Operator.Parser,
|
|
Operator.Tokenizer,
|
|
Operator.Splitter,
|
|
Operator.HierarchicalMerger,
|
|
Operator.Extractor,
|
|
];
|
|
|
|
export enum NodeHandleId {
|
|
Start = 'start',
|
|
End = 'end',
|
|
Tool = 'tool',
|
|
AgentTop = 'agentTop',
|
|
AgentBottom = 'agentBottom',
|
|
AgentException = 'agentException',
|
|
}
|
|
|
|
export enum VariableType {
|
|
String = 'string',
|
|
Array = 'array',
|
|
File = 'file',
|
|
}
|
|
|
|
export enum AgentExceptionMethod {
|
|
Comment = 'comment',
|
|
Goto = 'goto',
|
|
}
|
|
|
|
export const PLACEHOLDER_NODE_WIDTH = 200;
|
|
export const PLACEHOLDER_NODE_HEIGHT = 60;
|
|
export const DROPDOWN_SPACING = 25;
|
|
export const DROPDOWN_ADDITIONAL_OFFSET = 50;
|
|
export const HALF_PLACEHOLDER_NODE_WIDTH = PLACEHOLDER_NODE_WIDTH / 2;
|
|
export const HALF_PLACEHOLDER_NODE_HEIGHT =
|
|
PLACEHOLDER_NODE_HEIGHT + DROPDOWN_SPACING + DROPDOWN_ADDITIONAL_OFFSET;
|
|
export const DROPDOWN_HORIZONTAL_OFFSET = 28;
|
|
export const DROPDOWN_VERTICAL_OFFSET = 74;
|
|
export const PREVENT_CLOSE_DELAY = 300;
|
|
|
|
export enum JsonSchemaDataType {
|
|
String = 'string',
|
|
Number = 'number',
|
|
Boolean = 'boolean',
|
|
Array = 'array',
|
|
Object = 'object',
|
|
}
|