Files
n8n-enterprise-unlocked/packages/@n8n/nodes-langchain/nodes/rerankers/RerankerCohere/RerankerCohere.node.ts
Benjamin Schroth 8a1cabe62a feat: Add Cohere reranking capability to vector stores (#16014)
Co-authored-by: Yiorgis Gozadinos <yiorgis@n8n.io>
Co-authored-by: Mutasem Aldmour <mutasem@n8n.io>
2025-06-05 10:16:22 +02:00

91 lines
2.3 KiB
TypeScript

/* eslint-disable n8n-nodes-base/node-dirname-against-convention */
import { CohereRerank } from '@langchain/cohere';
import {
NodeConnectionTypes,
type INodeType,
type INodeTypeDescription,
type ISupplyDataFunctions,
type SupplyData,
} from 'n8n-workflow';
import { logWrapper } from '@utils/logWrapper';
export class RerankerCohere implements INodeType {
description: INodeTypeDescription = {
displayName: 'Reranker Cohere',
name: 'rerankerCohere',
icon: { light: 'file:cohere.svg', dark: 'file:cohere.dark.svg' },
group: ['transform'],
version: 1,
description:
'Use Cohere Reranker to reorder documents after retrieval from a vector store by relevance to the given query.',
defaults: {
name: 'Reranker Cohere',
},
requestDefaults: {
ignoreHttpStatusErrors: true,
baseURL: '={{ $credentials.host }}',
},
credentials: [
{
name: 'cohereApi',
required: true,
},
],
codex: {
categories: ['AI'],
subcategories: {
AI: ['Rerankers'],
},
resources: {
primaryDocumentation: [
{
url: 'https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.rerankercohere/',
},
],
},
},
inputs: [],
outputs: [NodeConnectionTypes.AiReranker],
outputNames: ['Reranker'],
properties: [
{
displayName: 'Model',
name: 'modelName',
type: 'options',
description:
'The model that should be used to rerank the documents. <a href="https://docs.cohere.com/docs/models">Learn more</a>.',
default: 'rerank-v3.5',
options: [
{
name: 'rerank-v3.5',
value: 'rerank-v3.5',
},
{
name: 'rerank-english-v3.0',
value: 'rerank-english-v3.0',
},
{
name: 'rerank-multilingual-v3.0',
value: 'rerank-multilingual-v3.0',
},
],
},
],
};
async supplyData(this: ISupplyDataFunctions, itemIndex: number): Promise<SupplyData> {
this.logger.debug('Supply data for reranking Cohere');
const modelName = this.getNodeParameter('modelName', itemIndex, 'rerank-v3.5') as string;
const credentials = await this.getCredentials<{ apiKey: string }>('cohereApi');
const reranker = new CohereRerank({
apiKey: credentials.apiKey,
model: modelName,
});
return {
response: logWrapper(reranker, this),
};
}
}