Identify if text message needs quick action
using AI
Below is a free classifier to identify if text message needs quick action. Just input your text, and our AI will predict if a quick response is required - in just seconds.
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Get started
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("if-text-message-needs-quick-action", "your_text_here", credentials)
fetch('https://www.nyckel.com/v1/functions/if-text-message-needs-quick-action/invoke', {
method: 'POST',
headers: {
'Authorization': 'Bearer ' + 'YOUR_BEARER_TOKEN',
'Content-Type': 'application/json',
},
body: JSON.stringify(
{"data": "your_text_here"}
)
})
.then(response => response.json())
.then(data => console.log(data));
curl -X POST \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_BEARER_TOKEN" \
-d '{"data": "your_text_here"}' \
https://www.nyckel.com/v1/functions/if-text-message-needs-quick-action/invoke
How this classifier works
To start, input the text that you'd like analyzed. Our AI tool will then predict if a quick response is required.
This pretrained text model uses a Nyckel-created dataset and has 2 labels, including Action Needed and Informational.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if a quick response is required).
Whether you're just curious or building if text message needs quick action detection into your application, we hope our classifier proves helpful.
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Need to identify if text message needs quick action at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Emergency Response Activation: This use case involves automatically flagging messages containing keywords related to emergencies, such as "help," "fire," or "accident." The system can trigger immediate alerts to the appropriate emergency response teams for swift action.
- Customer Support Prioritization: In customer service settings, messages that indicate urgent issues, like "my account is frozen" or "payment not processed," need immediate attention. The function can categorize these texts to ensure they are routed to the priority queue for faster resolution.
- Security Threat Detection: Organizations can utilize this function to identify potential security threats in incoming messages containing terms like "attack," "threat," or "intrusion." Quick flagging can allow security teams to investigate potential risks without delay.
- Maintenance Alert System: Businesses with equipment that require regular monitoring can use this text identifier to highlight urgent maintenance needs from operators or sensors, such as "machine failure" or "leak detected." This enables maintenance teams to act quickly to prevent downtime.
- Critical Project Updates: In project management, swift identification of messages that include urgent updates like "deadline approaching" or "resource needed immediately" ensures that stakeholders can respond in real-time to keep projects on track.
- Healthcare Communication: In a healthcare setting, messages that contain phrases related to patient care, such as "needs immediate attention" or "critical condition," can be flagged. This guarantees that medical staff can respond promptly to patient needs.
- Sales Opportunity Alerts: Sales teams can benefit from identifying leads that express urgent interest, such as "I need this now" or "ready to purchase today." This allows sales reps to prioritize these leads and increase the chances of closing deals quickly.