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feat: Add BraveSearchAPI document loader (#3486)
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141
packages/components/nodes/documentloaders/BraveSearchAPI/BraveSearchAPI.ts
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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' | ||
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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[] | ||
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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 | ||
} | ||
] | ||
} | ||
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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 | ||
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let omitMetadataKeys: string[] = [] | ||
if (_omitMetadataKeys) { | ||
omitMetadataKeys = _omitMetadataKeys.split(',').map((key) => key.trim()) | ||
} | ||
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const credentialData = await getCredentialData(nodeData.credential ?? '', options) | ||
const braveApiKey = getCredentialParam('braveApiKey', credentialData, nodeData) | ||
const loader = new BraveSearch({ apiKey: braveApiKey }) | ||
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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 | ||
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// 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 | ||
} | ||
}) | ||
) | ||
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if (textSplitter) { | ||
docs = await textSplitter.splitDocuments(docs) | ||
} | ||
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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 | ||
) | ||
})) | ||
} | ||
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return docs | ||
} | ||
} | ||
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module.exports = { nodeClass: BraveSearchAPI_DocumentLoaders } |
8 changes: 8 additions & 0 deletions
8
packages/components/nodes/documentloaders/BraveSearchAPI/brave.svg
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