add JSONLines Loader
This commit is contained in:
parent
8c880199cd
commit
7ce0f71e2f
|
|
@ -0,0 +1,105 @@
|
|||
import { INode, INodeData, INodeParams } from '../../../src/Interface'
|
||||
import { TextSplitter } from 'langchain/text_splitter'
|
||||
import { JSONLinesLoader } from 'langchain/document_loaders/fs/json'
|
||||
|
||||
class Jsonlines_DocumentLoaders implements INode {
|
||||
label: string
|
||||
name: string
|
||||
description: string
|
||||
type: string
|
||||
icon: string
|
||||
category: string
|
||||
baseClasses: string[]
|
||||
inputs: INodeParams[]
|
||||
|
||||
constructor() {
|
||||
this.label = 'Json Lines File'
|
||||
this.name = 'jsonlinesFile'
|
||||
this.type = 'Document'
|
||||
this.icon = 'jsonlines.svg'
|
||||
this.category = 'Document Loaders'
|
||||
this.description = `Load data from JSON Lines files`
|
||||
this.baseClasses = [this.type]
|
||||
this.inputs = [
|
||||
{
|
||||
label: 'Jsonlines File',
|
||||
name: 'jsonlinesFile',
|
||||
type: 'file',
|
||||
fileType: '.jsonl'
|
||||
},
|
||||
{
|
||||
label: 'Text Splitter',
|
||||
name: 'textSplitter',
|
||||
type: 'TextSplitter',
|
||||
optional: true
|
||||
},
|
||||
{
|
||||
label: 'Pointer Extraction',
|
||||
name: 'pointerName',
|
||||
type: 'string',
|
||||
description: 'Extracting the pointer',
|
||||
placeholder: 'Enter pointer name',
|
||||
optional: true
|
||||
},
|
||||
{
|
||||
label: 'Metadata',
|
||||
name: 'metadata',
|
||||
type: 'json',
|
||||
optional: true,
|
||||
additionalParams: true
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
async init(nodeData: INodeData): Promise<any> {
|
||||
const textSplitter = nodeData.inputs?.textSplitter as TextSplitter
|
||||
const jsonLinesFileBase64 = nodeData.inputs?.jsonlinesFile as string
|
||||
const pointerName = nodeData.inputs?.pointerName as string
|
||||
const metadata = nodeData.inputs?.metadata
|
||||
|
||||
let alldocs = []
|
||||
let files: string[] = []
|
||||
|
||||
if (jsonLinesFileBase64.startsWith('[') && jsonLinesFileBase64.endsWith(']')) {
|
||||
files = JSON.parse(jsonLinesFileBase64)
|
||||
} else {
|
||||
files = [jsonLinesFileBase64]
|
||||
}
|
||||
|
||||
for (const file of files) {
|
||||
const splitDataURI = file.split(',')
|
||||
splitDataURI.pop()
|
||||
const bf = Buffer.from(splitDataURI.pop() || '', 'base64')
|
||||
const blob = new Blob([bf])
|
||||
const loader = new JSONLinesLoader(blob, pointerName)
|
||||
|
||||
if (textSplitter) {
|
||||
const docs = await loader.loadAndSplit(textSplitter)
|
||||
alldocs.push(...docs)
|
||||
} else {
|
||||
const docs = await loader.load()
|
||||
alldocs.push(...docs)
|
||||
}
|
||||
}
|
||||
|
||||
if (metadata) {
|
||||
const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata)
|
||||
let finaldocs = []
|
||||
for (const doc of alldocs) {
|
||||
const newdoc = {
|
||||
...doc,
|
||||
metadata: {
|
||||
...doc.metadata,
|
||||
...parsedMetadata
|
||||
}
|
||||
}
|
||||
finaldocs.push(newdoc)
|
||||
}
|
||||
return finaldocs
|
||||
}
|
||||
|
||||
return alldocs
|
||||
}
|
||||
}
|
||||
|
||||
module.exports = { nodeClass: Jsonlines_DocumentLoaders }
|
||||
|
|
@ -0,0 +1,16 @@
|
|||
<svg width="24" height="24" xmlns="http://www.w3.org/2000/svg">
|
||||
<!-- Created with Method Draw - http://github.com/duopixel/Method-Draw/ -->
|
||||
|
||||
<g>
|
||||
<title>background</title>
|
||||
<rect fill="none" id="canvas_background" height="26" width="26" y="-1" x="-1"/>
|
||||
<g display="none" overflow="visible" y="0" x="0" height="100%" width="100%" id="canvasGrid">
|
||||
<rect fill="url(#gridpattern)" stroke-width="0" y="0" x="0" height="100%" width="100%"/>
|
||||
</g>
|
||||
</g>
|
||||
<g>
|
||||
<title>Layer 1</title>
|
||||
<text font-weight="bold" stroke="#000" transform="matrix(8.682896011956823,0,0,10.412942243751806,-30.866304860177404,-63.784276261342) " xml:space="preserve" text-anchor="start" font-family="Helvetica, Arial, sans-serif" font-size="1" id="svg_2" y="7.062874" x="3.579384" stroke-opacity="null" stroke-width="0" fill="#000000">JSON</text>
|
||||
<text font-weight="bold" stroke="#000" transform="matrix(9.059566511875573,0,0,9.893934811310315,-1.3962337706973242,-106.08964247698567) " xml:space="preserve" text-anchor="start" font-family="Helvetica, Arial, sans-serif" font-size="1" id="svg_3" y="12.90427" x="0.172236" stroke-opacity="null" stroke-width="0" fill="#000000">Lines</text>
|
||||
</g>
|
||||
</svg>
|
||||
|
After Width: | Height: | Size: 1.2 KiB |
Loading…
Reference in New Issue