---
title: Embeddings HuggingFace Inference node documentation
description: Learn how to use the Embeddings HuggingFace Inference node in n8n. Follow technical documentation to integrate Embeddings HuggingFace Inference node into your workflows.
contentType: [integration, reference]
priority: medium
---

# Embeddings HuggingFace Inference node

Use the Embeddings HuggingFace Inference node to generate [embeddings](/08-0-0-Workflow/glossary#ai-embedding) for a given text.

On this page, you'll find the node parameters for the Embeddings HuggingFace Inference, and links to more resources.

```{note} Credentials
You can find authentication information for this node [here](/08-0-0-Workflow/integrations/builtin/credentials/huggingface.md).
```

```{include} ../../../../../_snippets/integrations/builtin/cluster-nodes/sub-node-expression-resolution.md

```

## Node parameters

* **Model**: Select the model to use to generate the embedding.

Refer to the [Hugging Face models documentation](https://huggingface.co/models?other=embeddings) for available models.

## Node options

* **Custom Inference Endpoint**: Enter the URL of your deployed model, hosted by HuggingFace. If you set this, n8n ignores the **Model Name**.

Refer to [HuggingFace's guide to inference](https://huggingface.co/inference-endpoints) for more information.

## Templates and examples
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## Related resources

Refer to [Langchain's HuggingFace Inference embeddings documentation](https://js.langchain.com/docs/integrations/text_embedding/hugging_face_inference/) for more information about the service.

```{include} ../../../../../_snippets/integrations/builtin/cluster-nodes/langchain-overview-link.md

```