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Data Ingestion Methods

Log model inferences to monitor, alert, and troubleshoot model issues
The Arize platform supports two ways to log model inferences:
Method
Based on the serving language of your ML service, there are several SDKs/Rest APIs available - Python SDK, Java SDK, Rest APIs.
Method
Connect a cloud storage bucket with Arize to automatically sync your model inferences.
Arize does NOT REQUIRE a model artifact upload.
Questions? Email us at [email protected] or Slack us in the #arize-support channel