Hugging Face
Run inference on 100,000+ open ML models for NLP, vision, and audio tasks
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In Keystile Automations → Connections → New connection, choose Hugging Face and sign in. Your AI tools and workflows then use it through Keystile; they never see the password or key.How connecting works.
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Using Keystile, in Hugging Face: chat completion (Generate assistant replies using chat-style LLMs - perfect for FAQ bots, support agents, and content generation).What it can do (84 actions)
| Action | What it does | Changes data |
|---|---|---|
| Accept or Reject Access Request | Accept, reject, reset or re-queue a user's access request to a gated model or dataset. | Yes |
| Add Item to Collection | Add a model, dataset, Space, paper or collection to a Hugging Face collection. | Yes |
| Chat Completion | Generate assistant replies using chat-style LLMs - perfect for FAQ bots, support agents, and content generation | |
| Check Dataset Viewer Support | Check which dataset viewer features (preview, rows, search, filter, statistics) a dataset supports. | |
| Comment on Discussion | Post a comment on a discussion or pull request of a Hub repository. | Yes |
| Comment on Paper | Post a public comment on a research paper page on Hugging Face. | Yes |
| Commit Files | Create, update or delete text files in a Hub repository in a single commit, optionally as a pull request. | Yes |
| Compare Revisions | Get the git diff between two revisions of a Hub repository. | |
| Create Branch | Create a new branch in a Hub repository. | Yes |
| Create Collection | Create a Hugging Face collection, or return it if one with the same title already exists. | Yes |
| Create Discussion | Open a new discussion or draft pull request on a Hub repository. | Yes |
| Create Image | Generate stunning images from text prompts using state-of-the-art diffusion models - perfect for marketing, product design, and creative content | |
| Create Repository | Create a model, dataset or Space repository on the Hugging Face Hub, or return it if it already exists. | Yes |
| Create Tag | Create a git tag on a revision of a Hub repository. | Yes |
| Create Webhook | Create a Hugging Face webhook that calls an https URL when watched items change. | Yes |
| Delete Branch | Delete a branch from a Hub repository. | |
| Delete Discussion | Permanently delete a discussion or pull request from a Hub repository. | |
| Delete Notifications | Delete specific notifications from the Hugging Face inbox of the connected account. | |
| Delete Space Secret | Delete a secret from a Hugging Face Space. | |
| Delete Space Variable | Delete an environment variable from a Hugging Face Space. | |
| Delete Tag | Delete a git tag from a Hub repository. | |
| Delete Webhook | Permanently delete a webhook from the connected Hugging Face account. | |
| Document Question Answering | Answer questions from document images using Hugging Face models | |
| Enable or Disable Webhook | Turn a Hugging Face webhook on or off without deleting it. | Yes |
| Filter Dataset Rows | Get the rows of a dataset split that match a SQL-like condition, optionally sorted. | |
| Generate Chat Completion | Generate an assistant reply from a list of chat messages with a model served by Inference Providers. | |
| Generate Text Embeddings | Turn text into embedding vectors with a feature-extraction model served by Inference Providers. | |
| Get Collection | Get one Hugging Face collection with all of its items. | |
| Get Column Statistics | Get per-column statistics (counts, nulls, min/max/mean, histograms, label frequencies) of a dataset split. | |
| Get Current User & Token | Get the Hugging Face account behind the connection and the role of its access token. | |
| Get Dataset | Get the Hub metadata of one dataset repository. | |
| Get Dataset Leaderboard | Get the models ranked by their evaluation score on a benchmark dataset. | |
| Get Dataset Rows | Get a page of rows (up to 100) from a dataset split, by offset. | |
| Get Dataset Schema & Info | Get the column schema (features), description, license, citation and split sizes of a dataset. | |
| Get Dataset Size | Get the number of rows and bytes of a dataset, per subset and per split. | |
| Get Discussion or PR | Get one discussion or pull request of a Hub repository, with its comments and events. | |
| Get File/Folder Info | Get size, LFS and last-commit details for specific files or folders in a repository. | |
| Get Model | Get the Hub metadata of one model repository. | |
| Get Organization Profile | Get the public profile of a Hugging Face organization. | |
| Get Organization Social Handles | Get the social media handles a Hugging Face organization lists on its profile. | |
| Get Paper | Get the details of one research paper on Hugging Face. | |
| Get Repo Size | Get the total size in bytes of a repository, or of one folder in it. | |
| Get Security Scan | Get the malware and pickle security-scan status of a repository. | |
| Get Space | Get the Hub metadata of one Space. | |
| Get User Profile | Get the public profile of a Hugging Face user. | |
| Get User Social Handles | Get the social media handles a Hugging Face user lists on their profile. | |
| Get Webhook | Get one webhook of the connected Hugging Face account. | |
| Image Classification | Classify images with pre-trained models or custom categories - perfect for content moderation, automated tagging, and smart asset management | |
| Language Translation | Translate text between languages using specialized Hugging Face translation models | |
| List Branches & Tags | List the branches, tags and converted refs of a Hub repository. | |
| List Collections | List or search curated collections on the Hugging Face Hub. | |
| List Daily Papers | List the research papers featured on Hugging Face's Daily Papers page. | |
| List Dataset Subsets & Splits | List the subsets (configs) and splits of a dataset in the dataset viewer. | |
| List Discussions & PRs | List the discussions and pull requests of a Hub repository. | |
| List Gated Access Requests | List the access requests of a gated model or dataset by status. | |
| List Hub Tags by Type | List the tags available for filtering models or datasets, grouped by tag type. | |
| List Inference Endpoints | List the dedicated Inference Endpoints of a Hugging Face user or organization. | |
| List Notifications | List the Hugging Face notifications of the connected account. | |
| List Organization Members | List the members of a Hugging Face organization. | |
| List Parquet Files | List the auto-converted Parquet files of a dataset, with their download URLs and sizes. | |
| List Repo Commits | List the commit history of a branch or revision in a Hub repository. | |
| List Repo Files | List the files and folders of a model, dataset or Space repository. | |
| List Trending Repos | List the repositories currently trending on the Hugging Face Hub. | |
| List Webhooks | List the webhooks configured on the connected Hugging Face account. | |
| Object Detection | Detect and locate objects in images with precise bounding boxes - perfect for inventory management, content moderation, and automated tagging | |
| Open or Close Discussion | Close or reopen a discussion or pull request of a Hub repository. | Yes |
| Pin or Unpin Discussion | Pin a discussion to the top of a repository Community tab, or unpin it. | Yes |
| Preview Dataset Rows | Get the first rows (up to 100) of a dataset split, with its column types. | |
| Read Repo File | Read a text file (such as README.md or config.json) from a Hub repository. | |
| Rename Discussion | Change the title of a discussion or pull request of a Hub repository. | Yes |
| Reply to Paper Comment | Post a public reply to a comment on a research paper page on Hugging Face. | Yes |
| Search Dataset Rows | Full-text search over the text columns of a dataset split. | |
| Search Datasets | Search and filter datasets on the Hugging Face Hub. | |
| Search Hugging Face Docs | Search the official Hugging Face documentation. | |
| Search Models | Search and filter models on the Hugging Face Hub. | |
| Search Papers | Search research papers indexed on Hugging Face. | |
| Search Spaces | Search and filter Spaces (hosted ML apps) on the Hugging Face Hub. | |
| Set Space Secret | Create or update a secret environment variable of a Hugging Face Space. | Yes |
| Set Space Variable | Create or update a public environment variable of a Hugging Face Space. | Yes |
| Text Classification | Classify text into categories using Hugging Face models - includes zero-shot classification for custom categories | |
| Text Summarization | Generate abstractive summaries of long text using Hugging Face models - optimized for business content | |
| Update Repo Settings | Change the visibility, discussions or gated-access settings of a Hub repository. | Yes |
| Update Webhook | Change the target URL, watched items, domains or secret of a Hugging Face webhook. | Yes |
| Watch or Unwatch | Start or stop watching Hugging Face users, organizations or repositories. | Yes |
How Keystile protects it
Every Hugging Face action is checked before it runs, whether it comes from an AI tool or a workflow. 21 of its actions change data; your rules, limits and budgets decide whether each is allowed, held for a person or stopped, and it all goes into the signed record.
Use Hugging Face with your AI assistant — safelyClaude, Cursor or ChatGPT do the work; Keystile checks every action first.
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