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[Feature] added Jina AI Embedding support #3355

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25 changes: 25 additions & 0 deletions packages/components/credentials/JinaApi.credential.ts
Original file line number Diff line number Diff line change
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import { INodeParams, INodeCredential } from '../src/Interface'

class JinaAICredential implements INodeCredential {
label: string
name: string
version: number
description: string
inputs: INodeParams[]

constructor() {
this.label = 'JinaAI API'
this.name = 'jinaAIApi'
this.version = 1.0
this.description = 'You can get your API key from official <a target="_blank" href="https://jina.ai/">console</a> here.'
this.inputs = [
{
label: 'JinaAI API Key',
name: 'jinaAIAPIKey',
type: 'password'
}
]
}
}

module.exports = { credClass: JinaAICredential }

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Original file line number Diff line number Diff line change
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import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { JinaEmbeddings, JinaEmbeddingsParams } from '@langchain/community/embeddings/jina'

class JinaAIEmbedding_Embeddings implements INode {
label: string
name: string
version: number
type: string
icon: string
category: string
description: string
baseClasses: string[]
credential: INodeParams
inputs: INodeParams[]

constructor() {
this.label = 'Jina Embeddings'
this.name = 'jinaEmbeddings'
this.version = 1.0
this.type = 'JinaEmbeddings'
this.icon = 'JinaAIEmbedding.svg'
this.category = 'Embeddings'
this.description = 'JinaAI API to generate embeddings for a given text'
this.baseClasses = [this.type, ...getBaseClasses(JinaEmbeddings)]
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
credentialNames: ['jinaAIApi']
}
this.inputs = [
{
label: 'Model Name',
name: 'modelName',
type: 'string',
default: 'jina-embeddings-v2-base-en',
description: 'Refer to <a href="https://jina.ai/embeddings/" target="_blank">JinaAI documentation</a> for available models'
}
]
}

async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const modelName = nodeData.inputs?.modelName as string
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const apiKey = getCredentialParam('jinaAIAPIKey', credentialData, nodeData)

const obj: JinaEmbeddingsParams = {
apiKey: apiKey,
model: modelName
}

const model = new JinaEmbeddings(obj)
return model
}
}

module.exports = { nodeClass: JinaAIEmbedding_Embeddings }
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