mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-28 19:00:59 +03:00
Henry Heng
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import { ExaSearchResults } from '@langchain/exa'
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import Exa from 'exa-js'
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import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
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import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
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const DESC = `A wrapper around Exa Search. Input should be an Exa-optimized query. Output is a JSON array of the query results`
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class ExaSearch_Tools implements INode {
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label: string
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name: string
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version: number
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description: string
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type: string
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icon: string
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category: string
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baseClasses: string[]
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credential: INodeParams
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inputs: INodeParams[]
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constructor() {
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this.label = 'Exa Search'
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this.name = 'exaSearch'
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this.version = 1.0
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this.type = 'ExaSearch'
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this.icon = 'exa.svg'
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this.category = 'Tools'
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this.description = 'Wrapper around Exa Search API - search engine fully designed for use by LLMs'
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this.inputs = [
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{
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label: 'Tool Description',
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name: 'description',
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type: 'string',
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description: 'Description of what the tool does. This is for LLM to determine when to use this tool.',
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rows: 4,
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additionalParams: true,
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default: DESC
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},
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{
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label: 'Num of Results',
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name: 'numResults',
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type: 'number',
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optional: true,
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step: 1,
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additionalParams: true,
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description: 'Number of search results to return. Default 10. Max 10 for basic plans. Up to thousands for custom plans.'
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},
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{
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label: 'Search Type',
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name: 'type',
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type: 'options',
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options: [
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{
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label: 'keyword',
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name: 'keyword'
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},
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{
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label: 'neural',
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name: 'neural'
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},
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{
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label: 'magic',
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name: 'magic',
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description: 'decides between keyword and neural'
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}
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],
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optional: true,
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additionalParams: true
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},
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{
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label: 'Use Auto Prompt',
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name: 'useAutoprompt',
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type: 'boolean',
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optional: true,
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additionalParams: true,
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description: 'If true, your query will be converted to a Exa query. Default false.'
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},
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{
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label: 'Category (Beta)',
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name: 'category',
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type: 'options',
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description:
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'A data category to focus on, with higher comprehensivity and data cleanliness. Categories right now include company, research paper, news, github, tweet, movie, song, personal site, and pdf',
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options: [
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{
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label: 'company',
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name: 'company'
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},
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{
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label: 'research paper',
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name: 'research paper'
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},
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{
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label: 'news',
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name: 'news'
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},
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{
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label: 'github',
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name: 'github'
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},
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{
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label: 'tweet',
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name: 'tweet'
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},
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{
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label: 'movie',
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name: 'movie'
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},
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{
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label: 'song',
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name: 'song'
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},
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{
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label: 'pdf',
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name: 'pdf'
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},
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{
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label: 'personal site',
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name: 'personal site'
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}
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],
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optional: true,
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additionalParams: true
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},
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{
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label: 'Include Domains',
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name: 'includeDomains',
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type: 'string',
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rows: 4,
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optional: true,
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additionalParams: true,
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description:
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'List of domains to include in the search, separated by comma. If specified, results will only come from these domains.'
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},
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{
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label: 'Exclude Domains',
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name: 'excludeDomains',
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type: 'string',
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rows: 4,
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optional: true,
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additionalParams: true,
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description:
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'List of domains to exclude in the search, separated by comma. If specified, results will not include any from these domains.'
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},
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{
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label: 'Start Crawl Date',
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name: 'startCrawlDate',
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type: 'string',
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optional: true,
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additionalParams: true,
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placeholder: '2023-01-01T00:00:00.000Z',
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description:
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'Crawl date refers to the date that Exa discovered a link. Results will include links that were crawled after this date. Must be specified in ISO 8601 format.'
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},
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{
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label: 'End Crawl Date',
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name: 'endCrawlDate',
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type: 'string',
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optional: true,
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additionalParams: true,
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placeholder: '2023-12-31T00:00:00.000Z',
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description:
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'Crawl date refers to the date that Exa discovered a link. Results will include links that were crawled before this date. Must be specified in ISO 8601 format.'
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},
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{
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label: 'Start Published Date',
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name: 'startPublishedDate',
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type: 'string',
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optional: true,
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additionalParams: true,
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placeholder: '2023-01-01T00:00:00.000Z',
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description: 'Only links with a published date after this will be returned. Must be specified in ISO 8601 format.'
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},
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{
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label: 'End Published Date',
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name: 'endPublishedDate',
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type: 'string',
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optional: true,
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additionalParams: true,
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placeholder: '2023-12-31T00:00:00.000Z',
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description: 'Only links with a published date before this will be returned. Must be specified in ISO 8601 format.'
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}
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]
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this.credential = {
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label: 'Connect Credential',
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name: 'credential',
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type: 'credential',
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credentialNames: ['exaSearchApi']
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}
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this.baseClasses = [this.type, ...getBaseClasses(ExaSearchResults)]
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}
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async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
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const description = nodeData.inputs?.description as string
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const numResults = nodeData.inputs?.numResults as string
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const type = nodeData.inputs?.type as string
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const useAutoprompt = nodeData.inputs?.useAutoprompt as boolean
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const category = nodeData.inputs?.category as string
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const includeDomains = nodeData.inputs?.includeDomains as string
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const excludeDomains = nodeData.inputs?.excludeDomains as string
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const startCrawlDate = nodeData.inputs?.startCrawlDate as string
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const endCrawlDate = nodeData.inputs?.endCrawlDate as string
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const startPublishedDate = nodeData.inputs?.startPublishedDate as string
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const endPublishedDate = nodeData.inputs?.endPublishedDate as string
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const credentialData = await getCredentialData(nodeData.credential ?? '', options)
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const exaSearchApiKey = getCredentialParam('exaSearchApiKey', credentialData, nodeData)
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const tool = new ExaSearchResults({
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client: new Exa(exaSearchApiKey),
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searchArgs: {
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numResults: numResults ? parseFloat(numResults) : undefined,
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type: type || undefined,
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useAutoprompt: useAutoprompt || undefined,
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category: category || undefined,
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includeDomains: includeDomains ? includeDomains.split(',') : undefined,
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excludeDomains: excludeDomains ? excludeDomains.split(',') : undefined,
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startCrawlDate: startCrawlDate || undefined,
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endCrawlDate: endCrawlDate || undefined,
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startPublishedDate: startPublishedDate || undefined,
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endPublishedDate: endPublishedDate || undefined
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}
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})
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if (description) tool.description = description
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return tool
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}
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}
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module.exports = { nodeClass: ExaSearch_Tools }
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