add JSON loader

This commit is contained in:
chungyau97 2023-04-24 23:47:54 +07:00
parent 7a0935aa26
commit 244a0abed5
2 changed files with 81 additions and 0 deletions

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import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { TextSplitter } from 'langchain/text_splitter'
import { JSONLoader } from 'langchain/document_loaders/fs/json'
class Json_DocumentLoaders implements INode {
label: string
name: string
description: string
type: string
icon: string
category: string
baseClasses: string[]
inputs: INodeParams[]
constructor() {
this.label = 'Json File'
this.name = 'jsonFile'
this.type = 'Document'
this.icon = 'json.svg'
this.category = 'Document Loaders'
this.description = `Load data from JSON files`
this.baseClasses = [this.type]
this.inputs = [
{
label: 'Json File',
name: 'jsonFile',
type: 'file',
fileType: '.json'
},
{
label: 'Text Splitter',
name: 'textSplitter',
type: 'TextSplitter',
optional: true
},
{
label: 'Pointers Extraction (separated by commas)',
name: 'pointersName',
type: 'string',
description: 'Extracting multiple pointers',
placeholder: 'Enter pointers name',
optional: true
}
]
}
async init(nodeData: INodeData): Promise<any> {
const textSplitter = nodeData.inputs?.textSplitter as TextSplitter
const jsonFileBase64 = nodeData.inputs?.jsonFile as string
const pointersName = nodeData.inputs?.pointersName as string
const splitDataURI = jsonFileBase64.split(',')
splitDataURI.pop()
const bf = Buffer.from(splitDataURI.pop() || '', 'base64')
let pointers: string[] = []
if (pointersName) {
const outputString = pointersName.replace(/[^a-zA-Z0-9,]+/g, ',')
pointers = outputString.split(',').map((pointer) => "/" + pointer.trim())
}
const blob = new Blob([bf])
const loader = new JSONLoader(blob, pointers.length != 0 ? pointers : undefined)
if (textSplitter) {
const docs = await loader.loadAndSplit(textSplitter)
return docs
} else {
const docs = await loader.load()
return docs
}
}
}
module.exports = { nodeClass: Json_DocumentLoaders }

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<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-json" width="24" height="24" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round">
<path stroke="none" d="M0 0h24v24H0z" fill="none"></path>
<path d="M20 16v-8l3 8v-8"></path>
<path d="M15 8a2 2 0 0 1 2 2v4a2 2 0 1 1 -4 0v-4a2 2 0 0 1 2 -2z"></path>
<path d="M1 8h3v6.5a1.5 1.5 0 0 1 -3 0v-.5"></path>
<path d="M7 15a1 1 0 0 0 1 1h1a1 1 0 0 0 1 -1v-2a1 1 0 0 0 -1 -1h-1a1 1 0 0 1 -1 -1v-2a1 1 0 0 1 1 -1h1a1 1 0 0 1 1 1"></path>
</svg>

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