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The embedding model in LlamaIndex is responsible for creating numerical representations of text. By default, LlamaIndex will use the text-embedding-ada-002 model from OpenAI.

This can be explicitly updated through Settings

import { OpenAIEmbedding, Settings } from "llamaindex";

Settings.embedModel = new OpenAIEmbedding({
model: "text-embedding-ada-002",

Local Embedding

For local embeddings, you can use the HuggingFace embedding model.

API Reference