Get structured metadata for campaign research
Bring structured dataset context into a campaign research request so the next step starts with better orientation.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Get Dataset Croissant Metadata
Tool to get Croissant metadata about a Hugging Face dataset. Croissant is a metadata format built on schema.org aimed at describing datasets used for machine learning. Use when you need structured metadata in JSON-LD format.
Why this helps
Dataset discovery can involve repetitive browsing before you understand how the data is described.
- Retrieve structured JSON-LD metadata for a dataset.
- Add a consistent context check to research intake.
- Reduce manual searching for dataset descriptions.
Setup
Build it in a few focused steps.
- 1Connect Toneden and Hugging Face to Notis once through the portal.
- 2Create an automation in the portal or ask Notis to retrieve structured metadata for campaign datasets.
- 3In one instruction, ask Notis to fetch Croissant metadata for the Hugging Face dataset named in the incoming campaign research request and summarize its structure.
- 4Choose an incoming webhook trigger and a channel for run reports.
- 5Test with one real dataset identifier and review the returned metadata summary.
Questions about this workflow
What is returned?
The action retrieves Croissant metadata in JSON-LD format when available for the dataset.
Does this check data quality?
It retrieves structured descriptive metadata; it is not a comprehensive quality audit.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Toneden to Hugging Face. A trigger fires from one place; an action lands in another.
Toneden triggers
Hugging Face actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Change Discussion Status
Tool to change the status of a Hugging Face repository discussion. Use when you need to open or close discussions on models, datasets, or spaces.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Check Dataset Validity
Tool to check whether a specific dataset is valid on Hugging Face Hub. Use when you need to determine what features (preview, viewer, search, filter, statistics) are available for a dataset.
Check Models Upload Method
Tool to check if files should be uploaded through the Large File mechanism or directly. Use when preparing to upload files to a Hugging Face model repository to determine the appropriate upload method for each file.
Check Spaces Upload Method
Tool to check if files should be uploaded through the Large File mechanism or directly to Hugging Face Spaces. Use when preparing to upload files to a Hugging Face Space repository to determine the appropriate upload method for each file.
Claim Paper Authorship
Tool to claim authorship of a paper on Hugging Face. Use when you need to associate yourself or another user with an ArXiv paper.
Request Repository Access
Tool to request access to a gated repository on Hugging Face Hub. Use when you need to submit an access request for models, datasets, or Spaces that require approval. The fields required vary by repository.
Create Collection
Tool to create a new collection on Hugging Face. Use when you need to organize and curate models, datasets, spaces, papers, or other collections into a named collection.
Create Datasets Branch
Tool to create a new branch in a Hugging Face dataset repository. Use when you need to create a branch for versioning or experimentation with dataset changes.
Connect any two apps with Notis in the middle.
Toneden and Hugging Face, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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