Files
kongruity/backend/services/embedding.service.js
2026-02-24 20:55:19 -05:00

26 lines
591 B
JavaScript

import { VoyageAIClient } from "voyageai";
const client = new VoyageAIClient({
apiKey: process.env.VOYAGEAI_API_KEY,
});
/**
* @param {Array<{id: string, text: string}>} notes
* @returns {Promise<Map<string, number[]>>} noteId → embedding vector
*/
export const embedNotes = async (notes) => {
const texts = notes.map((n) => n.text);
const response = await client.embed({
input: texts,
model: "voyage-3",
});
const embeddingMap = new Map();
response.data.forEach((item, i) => {
embeddingMap.set(notes[i].id, item.embedding);
});
return embeddingMap;
};