On-Premise SDK Usage - Arize AX Docs

This page describes how to use the Arize AX Python SDK with on-premise and self-hosted Arize AX. Starting with Arize AX Self-Hosted release 10.4.0, a single unified endpoint was introduced to simplify ingress configuration. Support for four-endpoint remains available as an option, and we added a two-endpoint example for a less common use case.

Choose Your Version

Version 8 (Pre-release)

Comprehensive SDK for the entire Arize platform. Includes LLM tracing, experiments, datasets, and ML monitoring with enhanced customization and modern interfaces. Recommended for new projects.

Version 7

Stable release supporting LLM tracing and traditional ML monitoring.