Add Google Vertex AI credential support to GoogleVertexAI node
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@ -0,0 +1,55 @@
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import { INodeParams, INodeCredential } from '../src/Interface'
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class GoogleVertexAuth implements INodeCredential {
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label: string
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name: string
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version: number
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inputs: INodeParams[]
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constructor() {
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this.label = 'Google Vertex Auth'
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this.name = 'googleVertexAuth'
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this.version = 1.0
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this.inputs = [
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{
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label: 'Google Application Credential File Path',
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name: 'googleApplicationCredentialFilePath',
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description:
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'Path to your google application credential json file. You can also use the credential JSON object (either one)',
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placeholder: 'your-path/application_default_credentials.json',
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type: 'string',
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optional: true
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},
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{
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label: 'Google Credential JSON Object',
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name: 'googleApplicationCredential',
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description: 'JSON object of your google application credential. You can also use the file path (either one)',
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placeholder: `{
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"type": ...,
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"project_id": ...,
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"private_key_id": ...,
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"private_key": ...,
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"client_email": ...,
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"client_id": ...,
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"auth_uri": ...,
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"token_uri": ...,
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"auth_provider_x509_cert_url": ...,
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"client_x509_cert_url": ...
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}`,
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type: 'string',
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rows: 4,
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optional: true
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},
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{
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label: 'Project ID',
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name: 'projectID',
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description: 'Project ID of GCP. If not provided, it will be read from the credential file',
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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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}
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module.exports = { credClass: GoogleVertexAuth }
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@ -1,6 +1,7 @@
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import { INode, INodeData, INodeParams } from '../../../src/Interface'
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import { getBaseClasses } from '../../../src/utils'
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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 { ChatGoogleVertexAI, GoogleVertexAIChatInput } from 'langchain/chat_models/googlevertexai'
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import { GoogleAuthOptions } from 'google-auth-library'
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class GoogleVertexAI_ChatModels implements INode {
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label: string
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@ -23,6 +24,12 @@ class GoogleVertexAI_ChatModels implements INode {
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this.category = 'Chat Models'
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this.description = 'Wrapper around VertexAI large language models that use the Chat endpoint'
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this.baseClasses = [this.type, ...getBaseClasses(ChatGoogleVertexAI)]
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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: ['googleVertexAuth']
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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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@ -68,22 +75,40 @@ class GoogleVertexAI_ChatModels implements INode {
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]
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}
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async init(nodeData: INodeData, _: string): Promise<any> {
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async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
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const credentialData = await getCredentialData(nodeData.credential ?? '', options)
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const googleApplicationCredentialFilePath = getCredentialParam('googleApplicationCredentialFilePath', credentialData, nodeData)
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const googleApplicationCredential = getCredentialParam('googleApplicationCredential', credentialData, nodeData)
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const projectID = getCredentialParam('projectID', credentialData, nodeData)
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if (!googleApplicationCredentialFilePath && !googleApplicationCredential)
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throw new Error('Please specify your Google Application Credential')
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if (googleApplicationCredentialFilePath && googleApplicationCredential)
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throw new Error('Please use either Google Application Credential File Path or Google Credential JSON Object')
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const authOptions: GoogleAuthOptions = {}
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if (googleApplicationCredentialFilePath && !googleApplicationCredential) authOptions.keyFile = googleApplicationCredentialFilePath
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else if (!googleApplicationCredentialFilePath && googleApplicationCredential)
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authOptions.credentials = JSON.parse(googleApplicationCredential)
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if (projectID) authOptions.projectId = projectID
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const temperature = nodeData.inputs?.temperature as string
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const model = nodeData.inputs?.modelName as string
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const modelName = nodeData.inputs?.modelName as string
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const maxOutputTokens = nodeData.inputs?.maxOutputTokens as string
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const topP = nodeData.inputs?.topP as string
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const obj: Partial<GoogleVertexAIChatInput> = {
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temperature: parseFloat(temperature),
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model
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model: modelName,
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authOptions
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}
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if (maxOutputTokens) obj.maxOutputTokens = parseInt(maxOutputTokens, 10)
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if (topP) obj.topP = parseFloat(topP)
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const chat_model = new ChatGoogleVertexAI(obj)
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return chat_model
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const model = new ChatGoogleVertexAI(obj)
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return model
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}
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}
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@ -39,7 +39,7 @@
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"google-auth-library": "^9.0.0",
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"graphql": "^16.6.0",
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"html-to-text": "^9.0.5",
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"langchain": "^0.0.117",
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"langchain": "^0.0.122",
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"linkifyjs": "^4.1.1",
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"mammoth": "^1.5.1",
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"moment": "^2.29.3",
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