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https://github.com/farcasclaudiu/Flowise.git
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feat: Add BraveSearchAPI document loader (#3486)
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@@ -0,0 +1,141 @@
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import { omit } from 'lodash'
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import { ICommonObject, IDocument, INode, INodeData, INodeParams } from '../../../src/Interface'
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import { TextSplitter } from 'langchain/text_splitter'
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import { BraveSearch } from '@langchain/community/tools/brave_search'
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import { getCredentialData, getCredentialParam } from '../../../src/utils'
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import { Document } from '@langchain/core/documents'
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class BraveSearchAPI_DocumentLoaders 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 = 'BraveSearch API Document Loader'
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this.name = 'braveSearchApiLoader'
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this.version = 1.0
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this.type = 'Document'
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this.icon = 'brave.svg'
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this.category = 'Document Loaders'
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this.description = 'Load and process data from BraveSearch results'
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this.baseClasses = [this.type]
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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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optional: false,
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credentialNames: ['braveSearchApi']
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}
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this.inputs = [
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{
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label: 'Query',
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name: 'query',
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type: 'string'
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},
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{
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label: 'Text Splitter',
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name: 'textSplitter',
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type: 'TextSplitter',
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optional: true
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},
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{
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label: 'Additional Metadata',
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name: 'metadata',
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type: 'json',
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description: 'Additional metadata to be added to the extracted documents',
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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: 'Omit Metadata Keys',
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name: 'omitMetadataKeys',
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type: 'string',
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rows: 4,
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description:
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'Each document loader comes with a default set of metadata keys that are extracted from the document. You can use this field to omit some of the default metadata keys. The value should be a list of keys, separated by comma. Use * to omit all metadata keys except the ones you specify in the Additional Metadata field',
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placeholder: 'key1, key2, key3.nestedKey1',
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optional: true,
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additionalParams: true
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}
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]
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}
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async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
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const textSplitter = nodeData.inputs?.textSplitter as TextSplitter
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const query = nodeData.inputs?.query as string
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const metadata = nodeData.inputs?.metadata
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const _omitMetadataKeys = nodeData.inputs?.omitMetadataKeys as string
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let omitMetadataKeys: string[] = []
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if (_omitMetadataKeys) {
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omitMetadataKeys = _omitMetadataKeys.split(',').map((key) => key.trim())
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}
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const credentialData = await getCredentialData(nodeData.credential ?? '', options)
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const braveApiKey = getCredentialParam('braveApiKey', credentialData, nodeData)
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const loader = new BraveSearch({ apiKey: braveApiKey })
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let docs: IDocument[] = []
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const searchResults = await loader._call(query) // Use _call method for search
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const parsedResults = JSON.parse(searchResults) // Parse the JSON string to get documents
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// Format the results to match the expected Document structure
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docs = parsedResults.map(
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(result: any) =>
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new Document({
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pageContent: result.snippet, // Assuming snippet is the content
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metadata: {
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title: result.title,
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link: result.link
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}
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})
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)
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if (textSplitter) {
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docs = await textSplitter.splitDocuments(docs)
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}
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if (metadata) {
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const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata)
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docs = docs.map((doc) => ({
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...doc,
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metadata:
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_omitMetadataKeys === '*'
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? {
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...parsedMetadata
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}
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: omit(
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{
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...doc.metadata,
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...parsedMetadata
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},
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omitMetadataKeys
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)
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}))
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} else {
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docs = docs.map((doc) => ({
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...doc,
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metadata:
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_omitMetadataKeys === '*'
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? {}
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: omit(
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{
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...doc.metadata
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},
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omitMetadataKeys
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)
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}))
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}
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return docs
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}
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}
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module.exports = { nodeClass: BraveSearchAPI_DocumentLoaders }
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