The NomicEmbeddings class uses the Nomic AI API to generate embeddings for a given text.

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Setup

In order to use the Nomic API you’ll need an API key. You can sign up for a Nomic account and create an API key here. You’ll first need to install the @langchain/nomic package:
See this section for general instructions on installing integration packages.
npm
npm install @langchain/nomic @langchain/core

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Usage

import { NomicEmbeddings } from "@langchain/nomic";

/* Embed queries */
const nomicEmbeddings = new NomicEmbeddings();
const res = await nomicEmbeddings.embedQuery("Hello world");
console.log(res);
/* Embed documents */
const documentRes = await nomicEmbeddings.embedDocuments([
  "Hello world",
  "Bye bye",
]);
console.log(documentRes);