[feature request] Microsoft Agent Framework integration with Arize

[ryoung562]

Microsoft Agent Frameowkr is Microsoft's agent orchestration framework. It has native open telemetry tracing built into it, so an easy integration path would be to send the native traces from Foundry Agents to Arize endpoints, and handle openinference mapping via a custom span processor. This approach is similar to how we handle instrumentation for AWS Strands agents which are also emit otel tracing natively.

I have taken a initial stab at an MVP example of this approach. Creating a span processor based on this example taken from their docs.

azure_openinference_processor.py
Arize+foundry-sdk-to-arize.py
Arize+foundry-sdk-tracing-final.ipynb

loom recording of demo

[ryoung562]

Here are additional resource docs:

https://learn.microsoft.com/en-us/azure/ai-foundry/observability/concepts/trace-agent-concept?view=foundry
https://learn.microsoft.com/en-us/azure/ai-foundry/observability/concepts/trace-agent-concept?view=foundry#extending-opentelemetry-with-multi-agent-observability

also - this script shows an example of how to send traces to both azure monitor AND arize ax simultaneously.

Arize+foundry-sdk-to-dual-destination_v3_fixed.py

[ryoung562]

MAF integration came up as a key requirement for KPMG