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Modules/Models/Embedding

OpenAI

To use OpenAI embeddings, you need to import OpenAIEmbedding from @llamaindex/openai.

Installation

npm i llamaindex @llamaindex/openai
import { OpenAIEmbedding } from "@llamaindex/openai";
import { Document, Settings, VectorStoreIndex } from "llamaindex";
 
Settings.embedModel = new OpenAIEmbedding();
 
const document = new Document({ text: essay, id_: "essay" });
 
const index = await VectorStoreIndex.fromDocuments([document]);
 
const queryEngine = index.asQueryEngine();
 
const query = "What is the meaning of life?";
 
const results = await queryEngine.query({
  query,
});

API Reference

On this page