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Merge branch 'main' into chore/Upgrade-LC-version
# Conflicts: # packages/components/package.json
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import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
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import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
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import { OpenAIEmbedding } from 'llamaindex'
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class OpenAIEmbedding_LlamaIndex_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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tags: string[]
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credential: INodeParams
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inputs: INodeParams[]
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constructor() {
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this.label = 'OpenAI Embedding'
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this.name = 'openAIEmbedding_LlamaIndex'
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this.version = 1.0
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this.type = 'OpenAIEmbedding'
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this.icon = 'openai.svg'
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this.category = 'Embeddings'
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this.description = 'OpenAI Embedding specific for LlamaIndex'
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this.baseClasses = [this.type, 'BaseEmbedding_LlamaIndex', ...getBaseClasses(OpenAIEmbedding)]
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this.tags = ['LlamaIndex']
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this.credential = {
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label: 'Connect Credential',
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name: 'credential',
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type: 'credential',
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credentialNames: ['openAIApi']
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}
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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: 'text-embedding-3-large',
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name: 'text-embedding-3-large'
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},
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{
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label: 'text-embedding-3-small',
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name: 'text-embedding-3-small'
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},
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{
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label: 'text-embedding-ada-002',
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name: 'text-embedding-ada-002'
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}
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],
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default: 'text-embedding-ada-002',
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optional: true
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},
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{
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label: 'Timeout',
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name: 'timeout',
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type: 'number',
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optional: true,
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additionalParams: true
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},
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{
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label: 'BasePath',
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name: 'basepath',
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type: 'string',
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optional: true,
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additionalParams: true
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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 timeout = nodeData.inputs?.timeout as string
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const modelName = nodeData.inputs?.modelName as string
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const credentialData = await getCredentialData(nodeData.credential ?? '', options)
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const openAIApiKey = getCredentialParam('openAIApiKey', credentialData, nodeData)
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const obj: Partial<OpenAIEmbedding> = {
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apiKey: openAIApiKey,
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model: modelName
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}
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if (timeout) obj.timeout = parseInt(timeout, 10)
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const model = new OpenAIEmbedding(obj)
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return model
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}
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}
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module.exports = { nodeClass: OpenAIEmbedding_LlamaIndex_Embeddings }
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