# Ray and Hugging Face

> Read the model card, then take the discussion forward from the thread.

Source: https://heyray.io/integrations/hugging-face

Ray is an AI teammate that works in your team chat, on Slack today. Connect Hugging Face and it can do the Hugging Face part of a request without anyone leaving the conversation: read what it needs, draft the change, and post it for approval before anything is written. 14 reads run without asking. 6 actions wait for a human approval.

## What Ray reads in Hugging Face

Reading changes nothing, so Ray never stops to ask whether it may look something up.

- Models, datasets, and Spaces, including their files and what changed
- Discussions and the comments on them
- Papers, collections, and what is trending

## What waits for your approval

Every one of these posts an approval card in the thread showing exactly what is about to happen. Nothing runs until someone clicks approve, and no setting turns that off.

- Open a discussion on a repo
- Comment on a discussion
- Retitle a discussion or change its status
- Comment on or reply to a paper

## Things Ray is never handed

These are left out during curation, so they are not something Ray could do and decides against. They are not in front of it at all.

- Create a repo, a branch, or a commit
- Delete a discussion, branch, or tag
- Touch Spaces secrets and variables

## Ask it like this

- "@Ray what is the licence on that model, and has anyone raised it in discussions?"

## Connecting Hugging Face

Every person on the team connects their own Hugging Face account on Hugging Face's own login screen, so Ray can only reach what that person can already reach, and the history in Hugging Face shows who actually asked. Passwords never pass through Ray. Disconnecting Hugging Face or uninstalling Ray revokes the connection.

## More

- This page for people: https://heyray.io/integrations/hugging-face
- Every integration: https://heyray.io/integrations.md
- Install Ray: https://heyray.io/install.md
- Pricing: https://heyray.io/pricing.md
