Run batch predictions from collected data
Move from web research to batch scoring with one webhook handoff. Give Notis the DataRobot scoring target and input details, then review the asynchronous job report.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Create Batch Predictions
Start an asynchronous batch prediction job to score a large dataset.
Why this helps
A promising set of collected data can stall while you manually assemble and launch a large scoring run.
- Start scoring large datasets without a separate manual handoff.
- Keep the scoring target and input context in one prompt.
- See that the asynchronous prediction job was requested.
Setup
Build it in a few focused steps.
- 1Connect AgentQL and DataRobot once in the Notis portal.
- 2Create an automation in Automations, New Automation, and enter a name and prompt.
- 3In one instruction, specify the DataRobot deployment, model, or model package and the data details for batch scoring.
- 4Pick the Notis webhook trigger and choose where run reports should go.
- 5Test with one real scoring target and input, then review the job report.
Questions about this workflow
Does the workflow wait for every prediction to finish?
The batch predictions job processes asynchronously. The action starts the job and does not imply that scoring is complete immediately.
What scoring target can I specify?
The action can score using a deployment, model, or model package. Supply a valid target and data details.
Does AgentQL expose the trigger?
No. The webhook is a Notis-native trigger. AgentQL can provide context, but it does not expose a trigger event in this package.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Agentql to Datarobot. A trigger fires from one place; an action lands in another.
Agentql triggers
Datarobot actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Add Users to Group
Add one or more existing users to a user group.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Add User to Organization
Add a user to an existing organization.
Analyze Dataset Definition
Start an analysis job to retrieve a dataset’s metadata, schema and statistics.
Archive Model Package
Archive a model package that is no longer in active use.
Build Java Scoring Code Package
Start an asynchronous build of a Java JAR scoring package for a deployment.
Cancel Notebook Job
Immediately cancel a running or queued notebook job; this cannot be undone.
Cancel Project Job
Cancel a pending project job.
Check Project Status
Check a project’s status and progress.
Connect any two apps with Notis in the middle.
Agentql and Datarobot, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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