import { CohereEmbeddings, CohereEmbeddingsParams } from '@langchain/cohere' import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface' import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils' class CohereEmbedding_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 = 'Cohere Embeddings' this.name = 'cohereEmbeddings' this.version = 1.0 this.type = 'CohereEmbeddings' this.icon = 'Cohere.svg' this.category = 'Embeddings' this.description = 'Cohere API to generate embeddings for a given text' this.baseClasses = [this.type, ...getBaseClasses(CohereEmbeddings)] this.credential = { label: 'Connect Credential', name: 'credential', type: 'credential', credentialNames: ['cohereApi'] } this.inputs = [ { label: 'Model Name', name: 'modelName', type: 'options', options: [ { label: 'embed-english-v2.0', name: 'embed-english-v2.0' }, { label: 'embed-english-light-v2.0', name: 'embed-english-light-v2.0' }, { label: 'embed-multilingual-v2.0', name: 'embed-multilingual-v2.0' } ], default: 'embed-english-v2.0', optional: true } ] } async init(nodeData: INodeData, _: string, options: ICommonObject): Promise { const modelName = nodeData.inputs?.modelName as string const credentialData = await getCredentialData(nodeData.credential ?? '', options) const cohereApiKey = getCredentialParam('cohereApiKey', credentialData, nodeData) const obj: Partial & { apiKey?: string } = { apiKey: cohereApiKey } if (modelName) obj.model = modelName const model = new CohereEmbeddings(obj) return model } } module.exports = { nodeClass: CohereEmbedding_Embeddings }