Environments

The Phoenix app can be run in various environments such as Colab and SageMaker notebooks, as well as be served via the terminal or a docker container.

Phoenix Cloud

Connect to a pre-configured, managed Phoenix instance

As a Container

Self-host your own Phoenix

In a Notebook

Run Phoenix in the notebook as you run experiments

From the Terminal

Run Phoenix via the CLI on your local machine

Phoenix Cloud

Phoenix Cloud provides free-to-use Phoenix instances that are preconfigured for you with 10GBs of storage space. Phoenix Cloud instances are a great starting point, however if you need more storage or more control over your instance, self-hosting options could be a better fit.

If you're using Phoenix Cloud, be sure to set the proper environment variables to connect to your instance:

export PHOENIX_CLIENT_HEADERS = "api_key=ENTER YOUR API KEY"
export PHOENIX_COLLECTOR_ENDPOINT = "https://app.phoenix.arize.com"

Container

See Self-Hosting.

Notebooks

To start phoenix in a notebook environment, run:

import phoenix as px

session = px.launch_app()

This will start a local Phoenix server. You can initialize the phoenix server with various kinds of data (traces, inferences).

By default, Phoenix does not persist your data when run in a notebook.

Terminal

If you want to start a phoenix server to collect traces, you can also run phoenix directly from the command line:

phoenix serve

This will start the phoenix server on port 6006. If you are running your instrumented notebook or application on the same machine, traces should automatically be exported to http://127.0.0.1:6006 so no additional configuration is needed. However if the server is running remotely, you will have to modify the environment variable PHOENIX_COLLECTOR_ENDPOINT to point to that machine (e.g. http://<my-remote-machine>:<port>)