Add GoogleVertexAIEmbedding_Embeddings class for GoogleVertexAIEmbeddings
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import { GoogleVertexAIEmbeddings, GoogleVertexAIEmbeddingsParams} from "langchain/embeddings/googlevertexai";
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import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
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import { getBaseClasses} from '../../../src/utils'
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class GoogleVertexAIEmbedding_Embeddings implements INode {
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label: string
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name: string
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version: number
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type: string
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icon: string
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category: string
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description: string
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baseClasses: string[]
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credential: INodeParams
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inputs: INodeParams[]
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constructor() {
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this.label = 'GoogleVertexAI Embeddings'
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this.name = 'googlevertexaiEmbeddings'
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this.version = 1.0
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this.type = 'GoogleVertexAIEmbeddings'
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this.icon = 'vertexai.svg'
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this.category = 'Embeddings'
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this.description = 'Google vertexAI API to generate embeddings for a given text'
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this.baseClasses = [this.type, ...getBaseClasses(GoogleVertexAIEmbeddings)]
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this.inputs = [
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{
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label: 'Model Name',
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name: 'modelName',
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type: 'options',
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options: [
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{
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label: 'textembedding-gecko',
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name: 'textembedding-gecko'
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}
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],
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default: 'textembedding-gecko',
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}
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]
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}
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async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
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const model = nodeData.inputs?.modelName as string
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const obj: GoogleVertexAIEmbeddingsParams = {
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model
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}
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const embedding = new GoogleVertexAIEmbeddings(obj);
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return embedding
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}
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}
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module.exports = { nodeClass: GoogleVertexAIEmbedding_Embeddings }
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