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Added region support to chatGoogleVertexAi (#4839)

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* Added region support to chatGoogleVertexAi

* Added region to the vertex ai embeddings loader too

* Updated the available vertex text embedding models to be valid

* Update ChatGoogleVertexAI.ts

* Update GoogleVertexAIEmbedding.ts

---------

Co-authored-by: Henry Heng <henryheng@flowiseai.com>
This commit is contained in:
Karl Stoney
2025-07-18 11:28:23 +01:00
committed by GitHub
parent cf965f3d8e
commit 5e5b2a18e2
3 changed files with 127 additions and 21 deletions
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packages/components/nodes/embeddings/GoogleVertexAIEmbedding/GoogleVertexAIEmbedding.ts
+17 -4
View File
@@ -1,7 +1,7 @@
import { VertexAIEmbeddings, GoogleVertexAIEmbeddingsInput } from '@langchain/google-vertexai'
import { GoogleVertexAIEmbeddingsInput, VertexAIEmbeddings } from '@langchain/google-vertexai'
import { ICommonObject, INode, INodeData, INodeOptionsValue, INodeParams } from '../../../src/Interface'
import { MODEL_TYPE, getModels, getRegions } from '../../../src/modelLoader'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { MODEL_TYPE, getModels } from '../../../src/modelLoader'
class GoogleVertexAIEmbedding_Embeddings implements INode {
label: string
@@ -18,7 +18,7 @@ class GoogleVertexAIEmbedding_Embeddings implements INode {
constructor() {
this.label = 'GoogleVertexAI Embeddings'
this.name = 'googlevertexaiEmbeddings'
this.version = 2.0
this.version = 2.1
this.type = 'GoogleVertexAIEmbeddings'
this.icon = 'GoogleVertex.svg'
this.category = 'Embeddings'
@@ -39,7 +39,15 @@ class GoogleVertexAIEmbedding_Embeddings implements INode {
name: 'modelName',
type: 'asyncOptions',
loadMethod: 'listModels',
default: 'textembedding-gecko@001'
default: 'text-embedding-004'
},
{
label: 'Region',
description: 'Region to use for the model.',
name: 'region',
type: 'asyncOptions',
loadMethod: 'listRegions',
optional: true
}
]
}
@@ -48,12 +56,16 @@ class GoogleVertexAIEmbedding_Embeddings implements INode {
loadMethods = {
async listModels(): Promise<INodeOptionsValue[]> {
return await getModels(MODEL_TYPE.EMBEDDING, 'googlevertexaiEmbeddings')
},
async listRegions(): Promise<INodeOptionsValue[]> {
return await getRegions(MODEL_TYPE.EMBEDDING, 'googlevertexaiEmbeddings')
}
}
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const modelName = nodeData.inputs?.modelName as string
const region = nodeData.inputs?.region as string
const googleApplicationCredentialFilePath = getCredentialParam('googleApplicationCredentialFilePath', credentialData, nodeData)
const googleApplicationCredential = getCredentialParam('googleApplicationCredential', credentialData, nodeData)
const projectID = getCredentialParam('projectID', credentialData, nodeData)
@@ -78,6 +90,7 @@ class GoogleVertexAIEmbedding_Embeddings implements INode {
model: modelName
}
if (Object.keys(authOptions).length !== 0) obj.authOptions = authOptions
if (region) obj.location = region
const model = new VertexAIEmbeddings(obj)
return model