Keep issue embeddings current as work changes
When an issue's details shift, refresh its text representation with Hugging Face embeddings.
Trigger
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
Action
Generate Text Embeddings
Tool to convert text into vector embeddings for feature extraction, semantic search, and similarity tasks. Use when you need numerical representations of text for ML applications.
Why this helps
Search indexes can quietly fall behind when issue descriptions change and nobody remembers to refresh them.
- Refresh semantic representations after relevant issue edits.
- Make updated task context available to a connected search process.
- Avoid a separate manual embedding refresh step.
Setup
Build it in a few focused steps.
- 1Connect Linear and Hugging Face to Notis once in the portal.
- 2Create an automation in the portal or tell Notis what it should do in plain language.
- 3In one instruction, ask Notis to generate embeddings from the updated issue text for your search workflow.
- 4Select the Linear Issue Updated trigger, choose a run-report channel, and test with a real edited issue.
Questions about this workflow
Does this build a searchable index by itself?
No. It generates embeddings; an index or application must store and use them.
Will every edit cause an embedding?
The automation runs on issue updates. Describe in the instruction which changes should produce embeddings.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Linear to Hugging Face. A trigger fires from one place; an action lands in another.
Linear 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.
Comment Received Trigger
Triggered when a comment is received.
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.
Issue Created Trigger
Triggered when a new issue is created.
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.
Issue Updated Trigger
Triggered when an issue is updated. For example labels are changed, issue status is changed, etc.
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.
Private Team Comment Created
Fires when a new comment is posted on an issue in a private Linear team (polled with the connected user's token).
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.
Private Team Issue Created
Fires when a new issue appears in a private Linear team (polled with the connected user's token).
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.
Private Team Issue Properties Updated
Fires when properties on an issue change in a private Linear team (polled with the connected user's token).
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.
Linear and Hugging Face, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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