Phoenix

Overview

Open-source tool for ML observability that runs in your notebook environment, by Arize. Monitor and fine-tune LLM, CV, and tabular models.

How to use it

1. Register at phoenix.arize.com and read the quick-start documentation
2. Create a test project and run the first example end to end
3. Adjust parameters and invocation patterns to fit your requirements
4. Once stable, connect it to production with error handling and rate limiting