forked from FlowiseAI/Flowise
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
feat: Add BraveSearchAPI document loader (FlowiseAI#3486)
- Loading branch information
Showing
2 changed files
with
149 additions
and
0 deletions.
There are no files selected for viewing
141 changes: 141 additions & 0 deletions
141
packages/components/nodes/documentloaders/BraveSearchAPI/BraveSearchAPI.ts
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,141 @@ | ||
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 } |
8 changes: 8 additions & 0 deletions
8
packages/components/nodes/documentloaders/BraveSearchAPI/brave.svg
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.