02.14.2025

Enhancements

Monitor Runtime

Users can now schedule when monitors run. Users can configure their monitors to run:

• Hourly & Daily: Select specific days of the week.

• Daily, Weekly & Monthly: Runs at 12 AM UTC after creation.

• Default Behavior: Monitors will continue running every 3 hours, 7 days a week unless configured otherwise.

Column Specification With Exporting Data

Users can now export only the columns they care about for large datasets, reducing SDK export time by up to 95%.

• Specify which columns of data you'd like to export when exporting data via the ArizeExportClient

• When using the export_model_to_df function, users can specify the columns parameter to only export specific columns.

Create a Dataset from CSV

Users can now upload CSVs as a dataset in Arize. Columns in the file will be attributes that users can access in Experiments or in Prompt Playground. Learn more →

Monitor Improvements

We’ve made some updates to make monitors more organized, searchable, and user-friendly. Here’s what’s new:

• Cardless Design – A sleek, modern table view for better readability.

• Project-Level Monitors – LLM and ML monitors now have separate tabs.

• Search & Sort – Find monitors by name or dimension, plus sort by any column.

• Summary Stats – See how many monitors triggered in the last 24 hours

• New LLM Monitor Types – Clearer categories:

  • Custom Metric Monitor → Performance Monitor with a custom metric preselected.

  • Span Property Monitor → Data Quality Monitor for span properties.

  • Evaluation Monitor → Data Quality Monitor for evaluations.

  • Quick Monitor for Errors – Easily enable error count monitoring (count, status_code = ERROR).

OTEL Tracing Via HTTP

We've added support for HTTP protocol when sending traces to Arize through an OTEL tracer.

• To use: Specify /v1/traces as the endpoint and Transport.HTTP as the transport in our register helper

// tracer_provider = register(
    endpoint="https://otlp.arize.com/v1/traces",     # NEW
    transport=Transport.HTTP,                        # NEW
    space_id=SPACE_ID,
    api_key=API_KEY
    project_name="test-project-http",
)

📚 New Content

The latest video tutorials, paper readings, ebooks, self-guided learning modules, and technical posts:

💯 How 100X AI Uses Phoenix to Supercharge AI-Driven Troubleshooting

🤖 Understanding Agentic RAG

⚙️ Multiagent Finetuning: A Conversation with Researcher Yilun Du