Spot similar text before you publish it twice
Compare two passages and review a similarity score before deciding whether content overlaps enough to merge or revise.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Compute Text Similarity
Calculates the semantic similarity between two texts.
Why this helps
Similar drafts can accumulate across documents, making duplicate work hard to notice.
- Compare two text passages semantically.
- Get a similarity score from 0 to 1.
- Use the score as a review signal for duplicate or related content.
Setup
Build it in a few focused steps.
- 1Connect Airtop and API Ninjas once in the Notis portal.
- 2Create an automation in Notis Automations or from any channel.
- 3Tell Notis to compare the two submitted texts and report the similarity score with a short interpretation.
- 4Choose a webhook trigger and select where run reports should go.
- 5Test with two real passages whose relationship you already understand.
Questions about this workflow
Does a high score prove the texts are duplicates?
No. The action returns a semantic similarity score using embeddings and cosine similarity. Use it as a signal and review the passages.
What should I compare?
Submit two text passages, such as a new draft and an existing description you want to check for overlap.
Does it rewrite or merge the text?
No. It computes similarity; Notis can summarize the result for your review.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Airtop to Api ninjas. A trigger fires from one place; an action lands in another.
Airtop triggers
Api ninjas actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
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Connect any two apps with Notis in the middle.
Airtop and Api ninjas, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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