Turn campaign audience notes into embeddings
Make audience research easier to reuse by turning incoming campaign notes into searchable semantic representations.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
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
Useful audience insights get buried in notes and are hard to find when planning the next campaign.
- Prepare audience notes for semantic search and similarity workflows.
- Reduce repeated reading of old campaign research.
- Make campaign insights more reusable across launches.
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 embed new Toneden audience notes.
- 3In one instruction, ask Notis to send the relevant note text to a Hugging Face embedding model and report the result.
- 4Choose an incoming webhook trigger and a channel for run reports.
- 5Test with one real audience note and confirm the embedding response is useful for your downstream process.
Questions about this workflow
Does this create a searchable database?
The selected Hugging Face action generates embeddings. Storage and search depend on the connected process that receives the result.
What starts the workflow?
A Notis incoming webhook can start it when new Toneden audience notes are made available.
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
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Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
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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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