Skip to main content

HuggingFace Inference

This Embeddings integration uses the HuggingFace Inference API to generate embeddings for a given text using by default the sentence-transformers/distilbert-base-nli-mean-tokens model. You can pass a different model name to the constructor to use a different model.


You'll first need to install the @langchain/community package and the required peer dep:

npm install @langchain/community @huggingface/inference@2


import { HuggingFaceInferenceEmbeddings } from "@langchain/community/embeddings/hf";

const embeddings = new HuggingFaceInferenceEmbeddings({
apiKey: "YOUR-API-KEY", // In Node.js defaults to process.env.HUGGINGFACEHUB_API_KEY

Help us out by providing feedback on this documentation page: