OpenTelemetry

pip install "rail-score-sdk[telemetry]"

from opentelemetry import trace
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.sdk.trace.export import BatchSpanProcessor
from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
from rail_score_sdk import RailScoreClient
from rail_score_sdk.telemetry import RAILTelemetry

# Configurer l'exportateur OTEL
provider = TracerProvider()
exporter = OTLPSpanExporter(endpoint="http://localhost:4317")
provider.add_span_processor(BatchSpanProcessor(exporter))
trace.set_tracer_provider(provider)

# Activer la télémétrie RAIL
rail = RailScoreClient(api_key="YOUR_RAIL_API_KEY")
RAILTelemetry.instrument(rail)

# Tous les appels eval() émettent maintenant des spans automatiquement
result = rail.eval(content="Votre texte ici", mode="basic")

# Démarrer une instance Jaeger locale pour le développement
docker run -p 16686:16686 -p 4317:4317 jaegertracing/all-in-one