Hugging Face
Connect Hugging Face to AI to discover models, inspect dataset samples and statistics, and use inference operations.
This connection reads Hub models, datasets, Spaces, repository files, and endpoint listings. Inference operations generate chat responses or text embeddings with available models.
What your agent can do in Hugging Face
Actions grouped by task. Each group lists the actions it calls.
Hub research
Discover models, datasets, and Spaces, inspect repository files, and preview dataset content.
- List Models
- Get Model Info
- List Datasets
- Get Dataset Info
- Get Dataset First Rows
- Get Dataset Statistics
- List Spaces
- Get Space Info
- +2 more
Inference
Generate non-streaming chat responses or embeddings and list inference endpoints for a namespace.
- Generate Chat Completion
- Generate Embeddings
- List Endpoints
Tasks to hand your agent
Fill in the brackets, and connect any second app a task names.
Evaluate a dataset split
Read dataset information, sample rows, and column statistics to assess its suitability.
Inspect dataset [owner/dataset], configuration [config], split [split]. Read its metadata, first rows, and statistics, then explain whether it suits [task]. Note any partial statistics.
Compare models for a task
Find models by task and compare their metadata and access requirements.
Find Hugging Face models for [pipeline task]. Read details for [selected model IDs] and compare their library, tags, configuration, and gating status.
Actions14
Every action the Hugging Face connector offers, by name and id.
- Get Current User
get_current_userGet the current authenticated Hugging Face user profile. - List Models
list_modelsList Hugging Face models using user-friendly search filters. - Get Model Info
get_model_infoGet detailed metadata for a Hugging Face model by modelId. - List Datasets
list_datasetsList Hugging Face datasets using user-friendly search filters. - Get Dataset Info
get_dataset_infoGet detailed metadata for a Hugging Face dataset by dataset id. - Get Dataset First Rows
get_dataset_first_rowsPreview the first rows of a dataset split from the Hugging Face Dataset Viewer. - Get Dataset Statistics
get_dataset_statisticsGet column statistics for a dataset split from the Hugging Face Dataset Viewer. - List Spaces
list_spacesList Hugging Face Spaces using user-friendly discovery filters. - Get Space Info
get_space_infoGet detailed metadata for a Hugging Face Space by repo id. - List Repo Files
list_repo_filesList files in a Hugging Face repository tree. - Get Trending
get_trendingGet trending Hugging Face repositories across models, datasets, and Spaces. - List Endpoints
list_endpointsList Hugging Face Inference Endpoints for a namespace. - Generate Chat Completion
generate_chat_completionGenerate a chat completion with Hugging Face Inference Providers. - Generate Embeddings
generate_embeddingsGenerate text embeddings with Hugging Face inference.
How Hugging Face signs in
- Sign-in method
- OAuthAuthorize your Hugging Face account through OAuth.
- You need
- A Hugging Face account with access to the repositories or inference models you need.