add CSV loader

This commit is contained in:
chungyau97 2023-04-16 00:15:12 +07:00
parent 0681a34408
commit 1e18c289cb
3 changed files with 60 additions and 0 deletions

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import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { TextSplitter } from 'langchain/text_splitter'
import { CSVLoader } from "langchain/document_loaders/fs/csv";
class Csv_DocumentLoaders implements INode {
label: string
name: string
description: string
type: string
icon: string
category: string
baseClasses: string[]
inputs: INodeParams[]
constructor() {
this.label = 'Csv File'
this.name = 'csvFile'
this.type = 'Document'
this.icon = 'Csv.png'
this.category = 'Document Loaders'
this.description = `Load data from CSV files`
this.baseClasses = [this.type]
this.inputs = [
{
label: 'Csv File',
name: 'csvFile',
type: 'file',
fileType: '.csv'
},
{
label: 'Text Splitter',
name: 'textSplitter',
type: 'TextSplitter',
optional: true
}
]
}
async init(nodeData: INodeData): Promise<any> {
const textSplitter = nodeData.inputs?.textSplitter as TextSplitter
const csvFileBase64 = nodeData.inputs?.csvFile as string
const splitDataURI = csvFileBase64.split(',')
splitDataURI.pop()
const bf = Buffer.from(splitDataURI.pop() || '', 'base64')
const blob = new Blob([bf])
const loader = new CSVLoader(blob)
if (textSplitter) {
const docs = await loader.loadAndSplit(textSplitter)
return docs
} else {
const docs = await loader.load()
return docs
}
}
}
module.exports = { nodeClass: Csv_DocumentLoaders }

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"@pinecone-database/pinecone": "^0.0.12",
"axios": "^0.27.2",
"chromadb": "^1.3.1",
"d3-dsv": "2",
"dotenv": "^16.0.0",
"express": "^4.17.3",
"form-data": "^4.0.0",