Last updated
Last updated
AutoGen is an agent framework from Microsoft that allows for complex Agent creation. It is unique in its ability to create multiple agents that work together.
The AutoGen Agent framework allows creation of multiple agents and connection of those agents to work together to accomplish tasks.
Sign up for Phoenix:
Install packages:
Connect your application to your cloud instance:
Phoenix instruments Autogen by instrumenting the underlying model library it's using. If your agents are set up to call OpenAI, use our OpenAI instrumentor per the example below.
If your agents are using a different model, be sure to instrument that model instead.
Then instrument the application:
From here you can use Autogen as normal, and Phoenix will automatically trace any model calls made.
The Phoenix support is simple in its first incarnation but allows for capturing all of the prompt and responses that occur under the framework between each agent.
The individual prompt and responses are captured directly through OpenAI calls. If you're using a different underlying model provider than OpenAI, instrument your application using the respective instrumentor instead.
Sign up for an Arize Phoenix account at
Your Phoenix API key can be found on the Keys section of your .
For details on customizing a local terminal deployment, see .
See for more details
Pull latest Phoenix image from :
For more info on using Phoenix with Docker, see
By default, notebook instances do not have persistent storage, so your traces will disappear after the notebook is closed. See or use one of the other deployment options to retain traces.