mirror of https://github.com/FlowiseAI/Flowise.git
Merge pull request #713 from Yongtae723/feature/add_vertexAI
Feature/add vertex aipull/728/head flowise-components@1.3.3
Henry Heng
GitHub
commit
b3867438ef
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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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@ -0,0 +1,115 @@
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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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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 = 'ChatGoogleVertexAI'
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this.name = 'chatGoogleVertexAI'
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this.version = 1.0
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this.type = 'ChatGoogleVertexAI'
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this.icon = 'vertexai.svg'
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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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name: 'modelName',
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type: 'options',
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options: [
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{
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label: 'chat-bison',
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name: 'chat-bison'
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},
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{
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label: 'codechat-bison',
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name: 'codechat-bison'
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}
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],
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default: 'chat-bison',
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optional: true
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},
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{
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label: 'Temperature',
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name: 'temperature',
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type: 'number',
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step: 0.1,
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default: 0.9,
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optional: true
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},
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{
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label: 'Max Output Tokens',
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name: 'maxOutputTokens',
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type: 'number',
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step: 1,
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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: 'Top Probability',
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name: 'topP',
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type: 'number',
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step: 0.1,
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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 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 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: 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 model = new ChatGoogleVertexAI(obj)
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return model
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}
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}
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module.exports = { nodeClass: GoogleVertexAI_ChatModels }
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@ -0,0 +1,2 @@
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<!-- from https://cloud.google.com/icons-->
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="24px" height="24px"><path d="M20,13.89A.77.77,0,0,0,19,13.73l-7,5.14v.22a.72.72,0,1,1,0,1.43v0a.74.74,0,0,0,.45-.15l7.41-5.47A.76.76,0,0,0,20,13.89Z" style="fill:#669df6"/><path d="M12,20.52a.72.72,0,0,1,0-1.43h0v-.22L5,13.73a.76.76,0,0,0-1,.16.74.74,0,0,0,.16,1l7.41,5.47a.73.73,0,0,0,.44.15v0Z" style="fill:#aecbfa"/><path d="M12,18.34a1.47,1.47,0,1,0,1.47,1.47A1.47,1.47,0,0,0,12,18.34Zm0,2.18a.72.72,0,1,1,.72-.71A.71.71,0,0,1,12,20.52Z" style="fill:#4285f4"/><path d="M6,6.11a.76.76,0,0,1-.75-.75V3.48a.76.76,0,1,1,1.51,0V5.36A.76.76,0,0,1,6,6.11Z" style="fill:#aecbfa"/><circle cx="5.98" cy="12" r="0.76" style="fill:#aecbfa"/><circle cx="5.98" cy="9.79" r="0.76" style="fill:#aecbfa"/><circle cx="5.98" cy="7.57" r="0.76" style="fill:#aecbfa"/><path d="M18,8.31a.76.76,0,0,1-.75-.76V5.67a.75.75,0,1,1,1.5,0V7.55A.75.75,0,0,1,18,8.31Z" style="fill:#4285f4"/><circle cx="18.02" cy="12.01" r="0.76" style="fill:#4285f4"/><circle cx="18.02" cy="9.76" r="0.76" style="fill:#4285f4"/><circle cx="18.02" cy="3.48" r="0.76" style="fill:#4285f4"/><path d="M12,15a.76.76,0,0,1-.75-.75V12.34a.76.76,0,0,1,1.51,0v1.89A.76.76,0,0,1,12,15Z" style="fill:#669df6"/><circle cx="12" cy="16.45" r="0.76" style="fill:#669df6"/><circle cx="12" cy="10.14" r="0.76" style="fill:#669df6"/><circle cx="12" cy="7.92" r="0.76" style="fill:#669df6"/><path d="M15,10.54a.76.76,0,0,1-.75-.75V7.91a.76.76,0,1,1,1.51,0V9.79A.76.76,0,0,1,15,10.54Z" style="fill:#4285f4"/><circle cx="15.01" cy="5.69" r="0.76" style="fill:#4285f4"/><circle cx="15.01" cy="14.19" r="0.76" style="fill:#4285f4"/><circle cx="15.01" cy="11.97" r="0.76" style="fill:#4285f4"/><circle cx="8.99" cy="14.19" r="0.76" style="fill:#aecbfa"/><circle cx="8.99" cy="7.92" r="0.76" style="fill:#aecbfa"/><circle cx="8.99" cy="5.69" r="0.76" style="fill:#aecbfa"/><path d="M9,12.73A.76.76,0,0,1,8.24,12V10.1a.75.75,0,1,1,1.5,0V12A.75.75,0,0,1,9,12.73Z" style="fill:#aecbfa"/></svg>
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After Width: | Height: | Size: 2.0 KiB |
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@ -0,0 +1,63 @@
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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, getCredentialData, getCredentialParam } from '../../../src/utils'
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import { GoogleAuthOptions } from 'google-auth-library'
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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.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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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 obj: GoogleVertexAIEmbeddingsParams = {
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authOptions
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}
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const model = new GoogleVertexAIEmbeddings(obj)
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return model
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}
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}
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module.exports = { nodeClass: GoogleVertexAIEmbedding_Embeddings }
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@ -0,0 +1,2 @@
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<!-- from https://cloud.google.com/icons-->
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="24px" height="24px"><path d="M20,13.89A.77.77,0,0,0,19,13.73l-7,5.14v.22a.72.72,0,1,1,0,1.43v0a.74.74,0,0,0,.45-.15l7.41-5.47A.76.76,0,0,0,20,13.89Z" style="fill:#669df6"/><path d="M12,20.52a.72.72,0,0,1,0-1.43h0v-.22L5,13.73a.76.76,0,0,0-1,.16.74.74,0,0,0,.16,1l7.41,5.47a.73.73,0,0,0,.44.15v0Z" style="fill:#aecbfa"/><path d="M12,18.34a1.47,1.47,0,1,0,1.47,1.47A1.47,1.47,0,0,0,12,18.34Zm0,2.18a.72.72,0,1,1,.72-.71A.71.71,0,0,1,12,20.52Z" style="fill:#4285f4"/><path d="M6,6.11a.76.76,0,0,1-.75-.75V3.48a.76.76,0,1,1,1.51,0V5.36A.76.76,0,0,1,6,6.11Z" style="fill:#aecbfa"/><circle cx="5.98" cy="12" r="0.76" style="fill:#aecbfa"/><circle cx="5.98" cy="9.79" r="0.76" style="fill:#aecbfa"/><circle cx="5.98" cy="7.57" r="0.76" style="fill:#aecbfa"/><path d="M18,8.31a.76.76,0,0,1-.75-.76V5.67a.75.75,0,1,1,1.5,0V7.55A.75.75,0,0,1,18,8.31Z" style="fill:#4285f4"/><circle cx="18.02" cy="12.01" r="0.76" style="fill:#4285f4"/><circle cx="18.02" cy="9.76" r="0.76" style="fill:#4285f4"/><circle cx="18.02" cy="3.48" r="0.76" style="fill:#4285f4"/><path d="M12,15a.76.76,0,0,1-.75-.75V12.34a.76.76,0,0,1,1.51,0v1.89A.76.76,0,0,1,12,15Z" style="fill:#669df6"/><circle cx="12" cy="16.45" r="0.76" style="fill:#669df6"/><circle cx="12" cy="10.14" r="0.76" style="fill:#669df6"/><circle cx="12" cy="7.92" r="0.76" style="fill:#669df6"/><path d="M15,10.54a.76.76,0,0,1-.75-.75V7.91a.76.76,0,1,1,1.51,0V9.79A.76.76,0,0,1,15,10.54Z" style="fill:#4285f4"/><circle cx="15.01" cy="5.69" r="0.76" style="fill:#4285f4"/><circle cx="15.01" cy="14.19" r="0.76" style="fill:#4285f4"/><circle cx="15.01" cy="11.97" r="0.76" style="fill:#4285f4"/><circle cx="8.99" cy="14.19" r="0.76" style="fill:#aecbfa"/><circle cx="8.99" cy="7.92" r="0.76" style="fill:#aecbfa"/><circle cx="8.99" cy="5.69" r="0.76" style="fill:#aecbfa"/><path d="M9,12.73A.76.76,0,0,1,8.24,12V10.1a.75.75,0,1,1,1.5,0V12A.75.75,0,0,1,9,12.73Z" style="fill:#aecbfa"/></svg>
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|
After Width: | Height: | Size: 2.0 KiB |
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@ -0,0 +1,117 @@
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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 { GoogleVertexAI, GoogleVertexAITextInput } from 'langchain/llms/googlevertexai'
|
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import { GoogleAuthOptions } from 'google-auth-library'
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class GoogleVertexAI_LLMs implements INode {
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label: string
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||||
name: string
|
||||
version: number
|
||||
type: string
|
||||
icon: string
|
||||
category: string
|
||||
description: string
|
||||
baseClasses: string[]
|
||||
credential: INodeParams
|
||||
inputs: INodeParams[]
|
||||
|
||||
constructor() {
|
||||
this.label = 'GoogleVertexAI'
|
||||
this.name = 'googlevertexai'
|
||||
this.version = 1.0
|
||||
this.type = 'GoogleVertexAI'
|
||||
this.icon = 'vertexai.svg'
|
||||
this.category = 'LLMs'
|
||||
this.description = 'Wrapper around GoogleVertexAI large language models'
|
||||
this.baseClasses = [this.type, ...getBaseClasses(GoogleVertexAI)]
|
||||
this.credential = {
|
||||
label: 'Connect Credential',
|
||||
name: 'credential',
|
||||
type: 'credential',
|
||||
credentialNames: ['googleVertexAuth']
|
||||
}
|
||||
this.inputs = [
|
||||
{
|
||||
label: 'Model Name',
|
||||
name: 'modelName',
|
||||
type: 'options',
|
||||
options: [
|
||||
{
|
||||
label: 'text-bison',
|
||||
name: 'text-bison'
|
||||
},
|
||||
{
|
||||
label: 'code-bison',
|
||||
name: 'code-bison'
|
||||
},
|
||||
{
|
||||
label: 'code-gecko',
|
||||
name: 'code-gecko'
|
||||
}
|
||||
],
|
||||
default: 'text-bison'
|
||||
},
|
||||
{
|
||||
label: 'Temperature',
|
||||
name: 'temperature',
|
||||
type: 'number',
|
||||
step: 0.1,
|
||||
default: 0.7,
|
||||
optional: true
|
||||
},
|
||||
{
|
||||
label: 'max Output Tokens',
|
||||
name: 'maxOutputTokens',
|
||||
type: 'number',
|
||||
step: 1,
|
||||
optional: true,
|
||||
additionalParams: true
|
||||
},
|
||||
{
|
||||
label: 'Top Probability',
|
||||
name: 'topP',
|
||||
type: 'number',
|
||||
step: 0.1,
|
||||
optional: true,
|
||||
additionalParams: true
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
|
||||
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
|
||||
const googleApplicationCredentialFilePath = getCredentialParam('googleApplicationCredentialFilePath', credentialData, nodeData)
|
||||
const googleApplicationCredential = getCredentialParam('googleApplicationCredential', credentialData, nodeData)
|
||||
const projectID = getCredentialParam('projectID', credentialData, nodeData)
|
||||
|
||||
if (!googleApplicationCredentialFilePath && !googleApplicationCredential)
|
||||
throw new Error('Please specify your Google Application Credential')
|
||||
if (googleApplicationCredentialFilePath && googleApplicationCredential)
|
||||
throw new Error('Please use either Google Application Credential File Path or Google Credential JSON Object')
|
||||
|
||||
const authOptions: GoogleAuthOptions = {}
|
||||
if (googleApplicationCredentialFilePath && !googleApplicationCredential) authOptions.keyFile = googleApplicationCredentialFilePath
|
||||
else if (!googleApplicationCredentialFilePath && googleApplicationCredential)
|
||||
authOptions.credentials = JSON.parse(googleApplicationCredential)
|
||||
if (projectID) authOptions.projectId = projectID
|
||||
|
||||
const temperature = nodeData.inputs?.temperature as string
|
||||
const modelName = nodeData.inputs?.modelName as string
|
||||
const maxOutputTokens = nodeData.inputs?.maxOutputTokens as string
|
||||
const topP = nodeData.inputs?.topP as string
|
||||
|
||||
const obj: Partial<GoogleVertexAITextInput> = {
|
||||
temperature: parseFloat(temperature),
|
||||
model: modelName,
|
||||
authOptions
|
||||
}
|
||||
|
||||
if (maxOutputTokens) obj.maxOutputTokens = parseInt(maxOutputTokens, 10)
|
||||
if (topP) obj.topP = parseFloat(topP)
|
||||
|
||||
const model = new GoogleVertexAI(obj)
|
||||
return model
|
||||
}
|
||||
}
|
||||
|
||||
module.exports = { nodeClass: GoogleVertexAI_LLMs }
|
||||
|
|
@ -0,0 +1,2 @@
|
|||
<!-- from https://cloud.google.com/icons-->
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" width="24px" height="24px"><path d="M20,13.89A.77.77,0,0,0,19,13.73l-7,5.14v.22a.72.72,0,1,1,0,1.43v0a.74.74,0,0,0,.45-.15l7.41-5.47A.76.76,0,0,0,20,13.89Z" style="fill:#669df6"/><path d="M12,20.52a.72.72,0,0,1,0-1.43h0v-.22L5,13.73a.76.76,0,0,0-1,.16.74.74,0,0,0,.16,1l7.41,5.47a.73.73,0,0,0,.44.15v0Z" style="fill:#aecbfa"/><path d="M12,18.34a1.47,1.47,0,1,0,1.47,1.47A1.47,1.47,0,0,0,12,18.34Zm0,2.18a.72.72,0,1,1,.72-.71A.71.71,0,0,1,12,20.52Z" style="fill:#4285f4"/><path d="M6,6.11a.76.76,0,0,1-.75-.75V3.48a.76.76,0,1,1,1.51,0V5.36A.76.76,0,0,1,6,6.11Z" style="fill:#aecbfa"/><circle cx="5.98" cy="12" r="0.76" style="fill:#aecbfa"/><circle cx="5.98" cy="9.79" r="0.76" style="fill:#aecbfa"/><circle cx="5.98" cy="7.57" r="0.76" style="fill:#aecbfa"/><path d="M18,8.31a.76.76,0,0,1-.75-.76V5.67a.75.75,0,1,1,1.5,0V7.55A.75.75,0,0,1,18,8.31Z" style="fill:#4285f4"/><circle cx="18.02" cy="12.01" r="0.76" style="fill:#4285f4"/><circle cx="18.02" cy="9.76" r="0.76" style="fill:#4285f4"/><circle cx="18.02" cy="3.48" r="0.76" style="fill:#4285f4"/><path d="M12,15a.76.76,0,0,1-.75-.75V12.34a.76.76,0,0,1,1.51,0v1.89A.76.76,0,0,1,12,15Z" style="fill:#669df6"/><circle cx="12" cy="16.45" r="0.76" style="fill:#669df6"/><circle cx="12" cy="10.14" r="0.76" style="fill:#669df6"/><circle cx="12" cy="7.92" r="0.76" style="fill:#669df6"/><path d="M15,10.54a.76.76,0,0,1-.75-.75V7.91a.76.76,0,1,1,1.51,0V9.79A.76.76,0,0,1,15,10.54Z" style="fill:#4285f4"/><circle cx="15.01" cy="5.69" r="0.76" style="fill:#4285f4"/><circle cx="15.01" cy="14.19" r="0.76" style="fill:#4285f4"/><circle cx="15.01" cy="11.97" r="0.76" style="fill:#4285f4"/><circle cx="8.99" cy="14.19" r="0.76" style="fill:#aecbfa"/><circle cx="8.99" cy="7.92" r="0.76" style="fill:#aecbfa"/><circle cx="8.99" cy="5.69" r="0.76" style="fill:#aecbfa"/><path d="M9,12.73A.76.76,0,0,1,8.24,12V10.1a.75.75,0,1,1,1.5,0V12A.75.75,0,0,1,9,12.73Z" style="fill:#aecbfa"/></svg>
|
||||
|
After Width: | Height: | Size: 2.0 KiB |
|
|
@ -37,6 +37,7 @@
|
|||
"express": "^4.17.3",
|
||||
"faiss-node": "^0.2.2",
|
||||
"form-data": "^4.0.0",
|
||||
"google-auth-library": "^9.0.0",
|
||||
"graphql": "^16.6.0",
|
||||
"html-to-text": "^9.0.5",
|
||||
"langchain": "^0.0.122",
|
||||
|
|
|
|||
Loading…
Reference in New Issue