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feat: Add BraveSearchAPI document loader (FlowiseAI#3486)
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rynomster authored Nov 8, 2024
1 parent 275c9e3 commit ccc0088
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import { omit } from 'lodash'
import { ICommonObject, IDocument, INode, INodeData, INodeParams } from '../../../src/Interface'
import { TextSplitter } from 'langchain/text_splitter'
import { BraveSearch } from '@langchain/community/tools/brave_search'
import { getCredentialData, getCredentialParam } from '../../../src/utils'
import { Document } from '@langchain/core/documents'

class BraveSearchAPI_DocumentLoaders implements INode {
label: string
name: string
version: number
description: string
type: string
icon: string
category: string
baseClasses: string[]
credential: INodeParams
inputs: INodeParams[]

constructor() {
this.label = 'BraveSearch API Document Loader'
this.name = 'braveSearchApiLoader'
this.version = 1.0
this.type = 'Document'
this.icon = 'brave.svg'
this.category = 'Document Loaders'
this.description = 'Load and process data from BraveSearch results'
this.baseClasses = [this.type]
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
optional: false,
credentialNames: ['braveSearchApi']
}
this.inputs = [
{
label: 'Query',
name: 'query',
type: 'string'
},
{
label: 'Text Splitter',
name: 'textSplitter',
type: 'TextSplitter',
optional: true
},
{
label: 'Additional Metadata',
name: 'metadata',
type: 'json',
description: 'Additional metadata to be added to the extracted documents',
optional: true,
additionalParams: true
},
{
label: 'Omit Metadata Keys',
name: 'omitMetadataKeys',
type: 'string',
rows: 4,
description:
'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',
placeholder: 'key1, key2, key3.nestedKey1',
optional: true,
additionalParams: true
}
]
}

async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const textSplitter = nodeData.inputs?.textSplitter as TextSplitter
const query = nodeData.inputs?.query as string
const metadata = nodeData.inputs?.metadata
const _omitMetadataKeys = nodeData.inputs?.omitMetadataKeys as string

let omitMetadataKeys: string[] = []
if (_omitMetadataKeys) {
omitMetadataKeys = _omitMetadataKeys.split(',').map((key) => key.trim())
}

const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const braveApiKey = getCredentialParam('braveApiKey', credentialData, nodeData)
const loader = new BraveSearch({ apiKey: braveApiKey })

let docs: IDocument[] = []
const searchResults = await loader._call(query) // Use _call method for search
const parsedResults = JSON.parse(searchResults) // Parse the JSON string to get documents

// Format the results to match the expected Document structure
docs = parsedResults.map(
(result: any) =>
new Document({
pageContent: result.snippet, // Assuming snippet is the content
metadata: {
title: result.title,
link: result.link
}
})
)

if (textSplitter) {
docs = await textSplitter.splitDocuments(docs)
}

if (metadata) {
const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata)
docs = docs.map((doc) => ({
...doc,
metadata:
_omitMetadataKeys === '*'
? {
...parsedMetadata
}
: omit(
{
...doc.metadata,
...parsedMetadata
},
omitMetadataKeys
)
}))
} else {
docs = docs.map((doc) => ({
...doc,
metadata:
_omitMetadataKeys === '*'
? {}
: omit(
{
...doc.metadata
},
omitMetadataKeys
)
}))
}

return docs
}
}

module.exports = { nodeClass: BraveSearchAPI_DocumentLoaders }
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