Observability for Microsoft Agent Framework (Python) with Opik

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import asyncio
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import os
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os.environ["ENABLE_OTEL"] = "True"
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os.environ["ENABLE_SENSITIVE_DATA"] = "True"
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from agent_framework.openai import OpenAIChatClient
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from opentelemetry import trace
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from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
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from opentelemetry.sdk.resources import Resource
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from opentelemetry.sdk.trace import TracerProvider
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from opentelemetry.sdk.trace.export import BatchSpanProcessor
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def setup_telemetry():
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    """Configure OpenTelemetry with HTTP exporter"""
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    # Create a resource with service name and other metadata
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    resource = Resource.create(
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        {
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            "service.name": "agent-framework-demo",
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            "service.version": "1.0.0",
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            "deployment.environment": "development",
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        }
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    )
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    # Create TracerProvider with the resource
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    provider = TracerProvider(resource=resource)
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    # Create BatchSpanProcessor with OTLPSpanExporter
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    processor = BatchSpanProcessor(OTLPSpanExporter())
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    provider.add_span_processor(processor)
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    # Set the TracerProvider
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    trace.set_tracer_provider(provider)
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    tracer = trace.get_tracer(__name__)
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    return tracer, provider
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setup_telemetry()
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async def main():
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    # Initialize a chat agent with Azure OpenAI Responses
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    agent = OpenAIChatClient(model_id="gpt-4.1").create_agent(
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        name="HaikuBot",
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        instructions="You are an upbeat assistant that writes beautifully.",
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    )
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    # This will automatically create a trace in Opik
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    result = await agent.run("Write a haiku about Microsoft Agent Framework.")
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    print(result)
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asyncio.run(main())