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Hugging Face provides access to thousands of AI models and datasets through their comprehensive API.

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Overview

Create Account

Sign up for a Hugging Face account

Get API Key

Generate your Hugging Face API key

Copy into Anything

Add your API key to Anything’s secrets

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Account Creation

1

Visit Hugging Face Website

Go to huggingface.co and click “Sign Up”
2

Choose Signup Method

  • Sign up with email/password
  • Or continue with Google/GitHub authentication

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Generate API Key

1

Access API Keys

  1. Go to your Hugging Face settings
  2. Navigate to “Access Tokens”
Free tier has rate limits - monitor your usage
2

Create New Read Token

  1. Click “New token”
  1. Select Read and name your token (e.g., “Anything Integration”)
  1. Copy your API token

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Add to Anything project

1

Add the integration

  1. In your Anything project, type / in the chat
  2. Select “Hugging Face” from the menu
2

Add your API key

  1. Paste your API key into the “HUGGINGFACE_API_KEY” field
Need a new key? Generate one in your Hugging Face settings.
3

Start using

You can now use prompts with the integration to access AI models.Example prompts:
  • Generate text using /HuggingFace
  • Classify sentiment with /HuggingFace
  • Create an AI chatbot using /HuggingFace
The API limits how often your app can fetch data. If your app loads the same data often, ask the agent to save it locally so it doesn’t re-fetch every time.
Example prompt for optimization:
When using /HuggingFace, save the model outputs so my app doesn't have to fetch it again
Your Hugging Face integration is ready! Use /HuggingFace in chat to access AI models.