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Merge pull request #869 from Yongtae723/fix/add_new_model_embedding_vertexai 

Add input option for Model Name in GoogleVertexAIEmbedding
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Henry Heng 2023-09-04 10:24:15 +01:00 committed by GitHub
parent 9e3b3615d4 a373422abf
commit cc0e7b3703
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GPG Key ID: 4AEE18F83AFDEB23
1 changed files with 25 additions and 1 deletions
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26
packages/components/nodes/embeddings/GoogleVertexAIEmbedding/GoogleVertexAIEmbedding.ts
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@ -33,11 +33,34 @@ class GoogleVertexAIEmbedding_Embeddings implements INode {
description:
'Google Vertex AI credential. If you are using a GCP service like Cloud Run, or if you have installed default credentials on your local machine, you do not need to set this credential.'
}
this.inputs = []
this.inputs = [
{
label: 'Model Name',
name: 'modelName',
type: 'options',
options: [
{
label: 'textembedding-gecko@001',
name: 'textembedding-gecko@001'
},
{
label: 'textembedding-gecko@latest',
name: 'textembedding-gecko@latest'
},
{
label: 'textembedding-gecko-multilingual@latest',
name: 'textembedding-gecko-multilingual@latest'
}
],
default: 'textembedding-gecko@001',
optional: true
}
]
}
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const modelName = nodeData.inputs?.modelName as string
const googleApplicationCredentialFilePath = getCredentialParam('googleApplicationCredentialFilePath', credentialData, nodeData)
const googleApplicationCredential = getCredentialParam('googleApplicationCredential', credentialData, nodeData)
const projectID = getCredentialParam('projectID', credentialData, nodeData)
@ -59,6 +82,7 @@ class GoogleVertexAIEmbedding_Embeddings implements INode {
if (projectID) authOptions.projectId = projectID
}
const obj: GoogleVertexAIEmbeddingsParams = {}
if (modelName) obj.model = modelName
if (Object.keys(authOptions).length !== 0) obj.authOptions = authOptions
const model = new GoogleVertexAIEmbeddings(obj)