비AWS 에이전트를 AgentCore Observability로 모니터링

aws xray update-trace-segment-destination --destination CloudWatchLogs --region us-east-1

aws xray get-trace-segment-destination --region us-east-1
# Expected: {"Destination": "CloudWatchLogs", "Status": "ACTIVE"}

pip install "aws-opentelemetry-distro>=0.10.0" boto3 "strands-agents[otel]"

export AWS_ACCESS_KEY_ID=
export AWS_SECRET_ACCESS_KEY=
export AWS_REGION=us-east-1

export AGENT_OBSERVABILITY_ENABLED=true
export OTEL_PYTHON_DISTRO=aws_distro
export OTEL_PYTHON_CONFIGURATOR=aws_configurator
export OTEL_RESOURCE_ATTRIBUTES="service.name=my-external-agent,aws.log.group.names=/aws/bedrock-agentcore/runtimes/my-external-agent"
export OTEL_EXPORTER_OTLP_LOGS_HEADERS="x-aws-log-group=/aws/bedrock-agentcore/runtimes/my-external-agent,x-aws-log-stream=runtime-logs,x-aws-metric-namespace=bedrock-agentcore"
export OTEL_EXPORTER_OTLP_PROTOCOL=http/protobuf
export OTEL_TRACES_EXPORTER=otlp

from strands import Agent
from strands.models.bedrock import BedrockModel
from opentelemetry import baggage
from opentelemetry.context import attach
import time

# Configure the Bedrock model
model = BedrockModel(
    model_id="us.anthropic.claude-haiku-4-5-20251001-v1:0",
    region_name="us-east-1"
)

# Create the agent
agent = Agent(
    model=model,
    system_prompt="You are a helpful travel assistant."
)

# Set session ID for AgentCore session tracking
# All agent calls after attach() share same session ID for multiple requests/responses
session_id = f"external-session-{int(time.time())}"
ctx = baggage.set_baggage("session.id", session_id)
attach(ctx)

# Run the agent
response = agent("What are the top 3 things to do in Tokyo?")
print(response)

opentelemetry-instrument python3.12 agent_test.py