Tracing OpenAI Agents

This guide shows you how to create and evaluate agents with Arize to improve performance. We'll create an agent using the OpenAI agents SDK, and then trace the agent activity.

Initial setup

Install Libraries

Setup Keys

Copy the Arize API_KEY and SPACE_ID from your Space Settings page (shown below) to the variables in the cell below.

Setup Tracing

Create your first agent with the OpenAI SDK

Here we've setup a basic agent that can solve math problems.

We have a function tool that can solve math equations, and an agent that can use this tool.

We'll use the Runner class to run the agent and get the final output.

Now we have a basic agent! The results will show up in the Arize UI.