Okay, so I just took a new look on the Agentic implemention : LLMs (Claude Code & Gemini Flash) hallucinates the Bedrock implementation et the Bedrock AgentCore implementation (very different).
Two ressources that helped me were this tutorial (https://github.com/ryoung562/amazon-bedrock-agentcore-samples/blob/agentcore/01-tu[鈥artner-observability/Arize/runtime_with_strands_and_arize.ipynb) kinda deprecated but it helps to setup a base. This Jupyter Notebook finished helping me : https://github.com/strands-agents/samples/blob/main/03-integrations/Openinference-Arize/Arize-Observability-openinference-strands.ipynb
But I'm still at the point where I have an InternalError that I can't diagnose ... Here is my code if it can be helpful :
import json
import logging
import os
import boto3
from arize.otel import Endpoint
from botocore.exceptions import ClientError
from openinference.instrumentation.strands_agents import StrandsAgentsToOpenInferenceProcessor
from opentelemetry import trace
from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
from opentelemetry.sdk.resources import Resource
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.sdk.trace.export import BatchSpanProcessor
logger = logging.getLogger(__name__)
ENDPOINT = Endpoint.ARIZE
def setup_tracing():
project_name = "project_name"
arize_secret_arn = os.getenv("ARIZE_SECRET_ARN")
if arize_secret_arn:
try:
secrets_client = boto3.client('secretsmanager')
secret_value = secrets_client.get_secret_value(SecretId=arize_secret_arn)
secret_dict = json.loads(secret_value['SecretString'])
logger.info(f"Arize credentials retrieved from Secrets Manager: {secret_dict}")
# The CDK code uses 'space_id' and 'api_key' in the secret object
if 'space_id' in secret_dict:
os.environ['ARIZE_SPACE_ID'] = secret_dict['space_id']
if 'api_key' in secret_dict:
os.environ['ARIZE_API_KEY'] = secret_dict['api_key']
logger.info("Successfully loaded Arize credentials from Secrets Manager")
except (ClientError, json.JSONDecodeError, KeyError) as e:
logger.error(f"Failed to load Arize credentials from Secrets Manager: {e}")
try:
strands_processor = StrandsAgentsToOpenInferenceProcessor()
resource = Resource.create({
"model_id": project_name, ### <-- Update with your Arize AX Project Name
})
provider = TracerProvider(resource=resource)
provider.add_span_processor(strands_processor)
otel_exporter = OTLPSpanExporter(
endpoint=ENDPOINT,
headers={
'space_id': os.environ.get('ARIZE_SPACE_ID'),
'api_key': os.environ.get('ARIZE_API_KEY'),
}
)
provider.add_span_processor(BatchSpanProcessor(otel_exporter))
trace.set_tracer_provider(provider)
logger.info(f"Tracing initialized for project: {project_name}")
except Exception as e:
logger.error(f"Failed to initialize tracing: {e}")
return None
