Hugging Face
for LuumenAI
Inspect models, datasets and Spaces, then tag or commit with approval
Connect Hugging Face and your team can ask about a dataset from the terminal: its schema, license, first rows, repository details. When it is time to mark a release or open a discussion, the agent shows the exact change first and waits for your approval. Luumen authenticates with an API key.
The Hugging Face toolbox
135 tools: 86 read, 49 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadCheck Dataset ValidityCheck whether a specific dataset is valid on Hugging Face Hub.
- ReadCheck Models Upload MethodCheck if files should be uploaded through the Large File mechanism or directly.
- ReadCheck Spaces Upload MethodCheck if files should be uploaded through the Large File mechanism or directly to Hugging Face Spaces.
- ReadCheck Dataset File Upload MethodCheck if files should be uploaded via Large File Storage (LFS) or directly to a Hugging Face dataset repository.
- ReadFilter dataset rowsFilter rows in a Hugging Face dataset split based on SQL-like query conditions.
- ReadGenerate Chat CompletionGenerate a response given a list of messages in a conversational context.
- ReadGenerate Text EmbeddingsConvert text into vector embeddings for feature extraction, semantic search, and similarity tasks.
- ReadGet Daily PapersRetrieve daily papers from Hugging Face.
- ReadGet Dataset Croissant MetadataGet Croissant metadata about a Hugging Face dataset.
- ReadGet Dataset First RowsGet the first 100 rows of a dataset split along with column data types and features.
- ReadGet Dataset InfoGet general information about a dataset including description, citation, homepage, license, and features (column schemas).
- ReadGet Dataset Repository InfoRetrieve detailed information about a Hugging Face dataset repository.
- ReadGet Dataset RowsRetrieve a slice of rows from a Hugging Face dataset split at any given location (offset).
- ReadGet Datasets CompareGet a comparison (diff) between two revisions of a Hugging Face dataset.
- ReadGet Dataset SizeGet the size of a Hugging Face dataset including number of rows and size in bytes.
- ReadGet Datasets JWTGenerate a JWT token for accessing a Hugging Face dataset repository.
- ReadGet Datasets LeaderboardRetrieve evaluation results ranked by score for a dataset's leaderboard.
- ReadGet Dataset Notebook URLGet a Jupyter notebook URL from a Hugging Face dataset repository.
- ReadGet Datasets ResolveResolve and download a file from a Hugging Face dataset repository.
- ReadGet Dataset Security ScanRetrieve the security scan status of a Hugging Face dataset repository.
- ReadGet Dataset Tags by TypeRetrieve all possible tags used for datasets on Hugging Face, grouped by tag type.
- ReadGet Dataset StatisticsGet comprehensive statistics about a dataset split including column statistics and data distribution information.
- ReadGet dataset repository sizeGet the total size of a Hugging Face dataset repository at a specific revision and path.
- ReadGet Datasets XET Read TokenGet a read short-lived access token for XET from Hugging Face datasets.
- ReadGet Discussion DetailsGet detailed information about a specific discussion or pull request on Hugging Face Hub.
- ReadGet Available Job HardwareRetrieve available hardware configurations for Hugging Face Jobs with their specifications and pricing.
- ReadGet Model InformationRetrieve detailed information about a Hugging Face model repository.
- ReadGet Models CompareCompare two revisions of a Hugging Face model repository.
- ReadGet Models NotebookRetrieve a Jupyter notebook URL from a Hugging Face model repository.
- ReadGet Model Security Scan StatusRetrieve the security scan status of a Hugging Face model repository.
- ReadGet model repository sizeGet the total size of a Hugging Face model repository at a specific revision and path.
- ReadGet Model XET Read TokenRetrieve a short-lived XET read access token for a Hugging Face model repository.
- ReadGet Model Tags By TypeRetrieve all possible tags used for Hugging Face models, grouped by tag type.
- ReadGet Organization AvatarRetrieve the avatar URL for a Hugging Face organization.
- ReadGet Organization MembersRetrieve a list of members for a Hugging Face organization.
- ReadGet Organization Social HandlesRetrieve an organization's social media handles from Hugging Face.
- ReadGet ResolveResolve a file in a Hugging Face repository.
- ReadGet Resolve Cache DatasetsResolve a file from cache in a Hugging Face dataset repository.
- ReadGet Resolve Cache ModelsResolve and retrieve files from the Hugging Face model cache.
- ReadGet Resolve Cache SpacesResolve and retrieve a file from Hugging Face Spaces cache.
- ReadGet Jobs UsageRetrieve Jobs usage and billing information for the current subscription period from Hugging Face.
- ReadGet Live Billing UsageRetrieve live billing usage stream from Hugging Face.
- ReadGet Billing Usage V2Retrieve user billing usage for a custom date range from Hugging Face.
- ReadGet MCP SettingsRetrieve MCP (Model Context Protocol) tools configuration for the authenticated user.
- ReadGet Settings WebhookRetrieve a specific webhook configuration from Hugging Face settings.
- ReadGet Space InfoRetrieve detailed information about a Hugging Face Space repository.
- ReadGet Spaces CompareCompare two revisions of a Hugging Face Space repository.
- ReadGet Spaces EventsStream status updates for a Hugging Face Space using SSE protocol.
- ReadGet Space MetricsGet live metrics for a specific Space in a streaming fashion, with SSE protocol, such as current Zero-GPU usage.
- ReadGet Spaces NotebookRetrieve a Jupyter notebook URL from a Hugging Face space repository.
- ReadGet Spaces ResolveResolve and retrieve a file from a Hugging Face Space repository.
- ReadGet Space Security Scan StatusRetrieve the security scan status of a Hugging Face space repository.
- ReadGet space repository sizeGet the total size of a Hugging Face space repository at a specific revision and path.
- ReadGet Space XET Read TokenRetrieve a short-lived XET read access token for a Hugging Face Space repository.
- ReadGet Trending RepositoriesRetrieve trending repositories from Hugging Face.
- ReadGet User AvatarRetrieve the avatar URL for a Hugging Face user.
- ReadGet User OverviewRetrieve a comprehensive overview of a Hugging Face user's profile.
- ReadGet User Social HandlesRetrieve a user's social media handles from Hugging Face.
- ReadGet Authenticated User InfoGet information about the authenticated Hugging Face user including username, email, organizations, and token details.
- ReadList CollectionsList collections on the Hugging Face Hub.
- ReadList Dataset Parquet FilesGet the list of Parquet files for a dataset.
- ReadList Dataset Paths InfoList detailed information about specific paths in a Hugging Face dataset repository.
- ReadList DatasetsList datasets on the Hugging Face Hub.
- ReadList Dataset CommitsList commits from a Hugging Face dataset repository.
- ReadList Dataset SplitsGet the list of subsets and splits of a dataset.
- ReadList Dataset ReferencesList all references (branches, tags, converts, pull requests) in a Hugging Face dataset repository.
- ReadList Dataset Access RequestsList access requests for a gated Hugging Face dataset repository.
- ReadList DiscussionsList discussions for a Hugging Face repository.
- ReadList Available DocumentationRetrieve the list of available documentation from Hugging Face.
- ReadList Inference EndpointsList Hugging Face Inference Endpoints for a specific user or organization.
- ReadList Model CommitsList commits from a Hugging Face model repository.
- ReadList Model Paths InfoList detailed information about specific paths in a Hugging Face model repository.
- ReadList Model ReferencesList all references (branches, tags, converts, and optionally pull requests) in a Hugging Face model repository.
- ReadList NotificationsList notifications for the authenticated Hugging Face user.
- ReadList repository filesGet the file tree of a Hugging Face repository with pagination support.
- ReadList WebhooksList all webhooks configured in Hugging Face settings.
- ReadList Spaces on Hugging Face HubList Spaces on the Hugging Face Hub with filtering options.
- ReadList Space CommitsList commits from a Hugging Face Space repository.
- ReadList Available Space HardwareRetrieve available hardware configurations for Hugging Face Spaces with their specifications and pricing.
- ReadList Space LFS FilesList LFS (Large File Storage) files from a Hugging Face Space repository.
- ReadList Space Paths InfoList detailed information about specific paths in a Hugging Face space repository.
- ReadList Space ReferencesList all references (branches, tags, converts, pull requests) in a Hugging Face space repository.
- ReadList Cloud Provider VendorsList available cloud provider vendors for Hugging Face Inference Endpoints.
- ReadSearch datasetSearch text in a dataset split on Hugging Face.
- ReadSearch DocumentationSearch Hugging Face documentation across all products and libraries.
- ReadSearch PapersPerform hybrid semantic/full-text search on papers in Hugging Face.
- WriteChange Discussion StatusChange the status of a Hugging Face repository discussion. Approval by default
- WriteClaim Paper AuthorshipClaim authorship of a paper on Hugging Face. Approval by default
- WriteRequest Repository AccessRequest access to a gated repository on Hugging Face Hub. Approval by default
- WriteCreate CollectionCreate a new collection on Hugging Face. Approval by default
- WriteCreate Datasets BranchCreate a new branch in a Hugging Face dataset repository. Approval by default
- WriteCreate Datasets CommitCreate a commit in a Hugging Face dataset repository. Approval by default
- WriteCreate Datasets TagCreate a tag on a Hugging Face dataset repository. Approval by default
- WriteCreate DiscussionCreate a new discussion on a Hugging Face repository (model, dataset, or Space). Approval by default
- WriteCreate Discussion CommentCreate a new comment on a Hugging Face repository discussion. Approval by default
- WritePin discussionPin or unpin a discussion on a Hugging Face repository (model, dataset, or Space). Approval by default
- WriteCreate models branchCreate a new branch in a Hugging Face model repository. Approval by default
- WriteCreate Models CommitCreate a commit to a Hugging Face model repository. Approval by default
- WriteCreate Models TagCreate a tag on a Hugging Face model repository. Approval by default
- WriteCreate Paper CommentCreate a new comment on a Hugging Face paper. Approval by default
- WriteCreate Papers Comment ReplyCreate a reply to a comment on a Hugging Face paper. Approval by default
- WriteCreate Papers IndexIndex a paper from arXiv by its ID on Hugging Face. Approval by default
- WriteCreate RepositoryCreate a new repository (model, dataset, or Space) on Hugging Face Hub. Approval by default
- WriteCreate spaces branchCreate a new branch in a Hugging Face space repository. Approval by default
- WriteCreate Spaces CommitCreate a commit in a Hugging Face Space repository. Approval by default
- WriteCreate or update Space secretCreate or update a secret in a Hugging Face Space. Approval by default
- WriteCreate Spaces TagCreate a tag on a Hugging Face space repository. Approval by default
- WriteCreate or update Space variableCreate or update a variable in a Hugging Face Space. Approval by default
- WriteCreate SQL Console EmbedCreate a SQL Console embed for querying datasets on Hugging Face. Approval by default
- WriteCreate WebhookCreate a webhook on Hugging Face that triggers on repository or discussion events. Approval by default
- WriteDelete dataset branchDelete a branch from a Hugging Face dataset repository. Approval by default
- WriteDelete Dataset TagDelete a tag from a Hugging Face dataset. Approval by default
- WriteDelete discussionDelete a discussion from a Hugging Face repository. Approval by default
- WriteDelete network CIDR listDelete a network CIDR list entry from Hugging Face Inference Endpoints. Approval by default
- WriteDelete notificationsDelete notifications from Hugging Face. Approval by default
- WriteDelete Settings WebhookDelete a webhook from Hugging Face settings. Approval by default
- WriteDelete space branchDelete a branch from a Hugging Face space repository. Approval by default
- WriteDelete space secretDelete a secret from a Hugging Face space. Approval by default
- WriteDelete Spaces TagDelete a tag from a Hugging Face space. Approval by default
- WriteDelete space variableDelete a variable from a Hugging Face space. Approval by default
- WriteGet Models JWTGenerate a JWT token for accessing a Hugging Face model repository. Approval by default
- WriteGet Spaces JWTGenerate a JWT token for accessing a Hugging Face space repository. Approval by default
- WriteGet Spaces XET Write TokenRetrieve a short-lived XET write access token for a Hugging Face space repository. Approval by default
- WriteHandle Dataset User Access RequestHandle a user's access request to a gated Hugging Face dataset. Approval by default
- WriteSquash Dataset CommitsSquash all commits in a dataset ref into a single commit with the given message. Approval by default
- WriteSquash Spaces CommitsSquash all commits in a space ref into a single commit with the given message. Approval by default
- WriteUpdate Dataset SettingsUpdate settings for a Hugging Face dataset repository. Approval by default
- WriteUpdate Discussion TitleChange the title of an existing discussion on a Hugging Face repository (model, dataset, or Space). Approval by default
- WriteUpdate Model Repository SettingsUpdate settings for a Hugging Face model repository. Approval by default
- WriteUpdate Notification SettingsUpdate notification settings for the authenticated Hugging Face user. Approval by default
- WriteUpdate Watch SettingsUpdate watch settings for your Hugging Face account. Approval by default
- WriteUpdate WebhookUpdate an existing webhook in Hugging Face settings. Approval by default
- WriteUpdate Spaces Repository SettingsUpdate settings for a Hugging Face Spaces repository. Approval by default
- WriteUpdate SQL Console EmbedUpdate an existing SQL console embed for a Hugging Face dataset. Approval by default
- WriteEnable or Disable WebhookEnable or disable a webhook on Hugging Face. Approval by default
One prompt, start to finish
What a governed Hugging Face run looks like inside Luumen.
Questions
How does LuumenAI connect to Hugging Face?
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
Can LuumenAI change things in Hugging Face on its own?
Read actions answer immediately. Anything that writes — change discussion status, claim paper authorship, request repository access, create collection, and more — is shown as a plan and requires approval by default, including the 14 actions classified as destructive. Administrators configure that per tool, so you decide exactly which actions can ever run unattended.
Who gets access to the integration?
You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.
Is there an audit trail?
Every call to Hugging Face — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
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Connect in minutes. Every action scoped, approved, and audited from day one.