Flowise/packages/components/nodes/embeddings/OpenAIEmbedding/OpenAIEmbedding.ts

41 lines
1.2 KiB
TypeScript

import { INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses } from '../../../src/utils'
import { OpenAIEmbeddings } from 'langchain/embeddings/openai'
class OpenAIEmbedding_Embeddings implements INode {
label: string
name: string
type: string
icon: string
category: string
description: string
baseClasses: string[]
inputs: INodeParams[]
constructor() {
this.label = 'OpenAI Embeddings'
this.name = 'openAIEmbeddings'
this.type = 'OpenAIEmbeddings'
this.icon = 'openai.png'
this.category = 'Embeddings'
this.description = 'OpenAI API to generate embeddings for a given text'
this.baseClasses = [this.type, ...getBaseClasses(OpenAIEmbeddings)]
this.inputs = [
{
label: 'OpenAI Api Key',
name: 'openAIApiKey',
type: 'password'
}
]
}
async init(nodeData: INodeData): Promise<any> {
const openAIApiKey = nodeData.inputs?.openAIApiKey as string
const model = new OpenAIEmbeddings({ openAIApiKey })
return model
}
}
module.exports = { nodeClass: OpenAIEmbedding_Embeddings }