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Embedding

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.

Available Embeddings​

Most available embeddings are listed in the sidebar on the left. Additionally the following integrations exist without separate documentation:

Check the LlamaIndexTS Github for the most up to date overview of integrations.

API Reference​