Telemetry

pip install "gwenflow[telemetry]"

import os

from gwenflow import Agent
from gwenflow.llms import ChatGwenlake
from gwenflow.telemetry import Telemetry, tracer

telemetry = Telemetry(
    endpoint="https://api.gwenlake.com/v1/traces",
    api_key=os.environ["GWENLAKE_API_KEY"],       # a key created in the project the traces belong to
    service_name="support-bot",
)

agent = Agent(
    name="Support",
    llm=ChatGwenlake(model="mistral/mistral-large-4"),
    instructions="You answer support questions in one paragraph, and say when you do not know.",
    tools=[],
)

with tracer.session(session_id="conv-2026-10-27-001", user_id="user-42"):
    response = agent.run("Which plan includes single sign-on?")
    print(response.content)

telemetry.shutdown()      # flushes the batch before the process exits

pip install opentelemetry-sdk opentelemetry-exporter-otlp-proto-http

import os

from opentelemetry import trace
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
from opentelemetry.sdk.resources import Resource
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.sdk.trace.export import BatchSpanProcessor

exporter = OTLPSpanExporter(
    endpoint="https://api.gwenlake.com/v1/traces",
    headers={"Authorization": f"Bearer {os.environ['GWENLAKE_API_KEY']}"},
)
provider = TracerProvider(resource=Resource.create({"service.name": "order-scoring"}))
provider.add_span_processor(BatchSpanProcessor(exporter))
trace.set_tracer_provider(provider)

tracer = trace.get_tracer("order-scoring")

with tracer.start_as_current_span("score-orders") as span:
    span.set_attribute("user.id", "user-42")
    span.set_attribute("orders.count", 1_250)
    with tracer.start_as_current_span("fetch-orders"):
        orders = fetch_orders()
    with tracer.start_as_current_span("llm.classify") as llm:
        llm.set_attribute("gen_ai.request.model", "mistral/mistral-large-4")
        result = classify(orders)

provider.shutdown()      # flushes what the batch processor still holds

export OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=https://api.gwenlake.com/v1/traces
export OTEL_EXPORTER_OTLP_HEADERS="Authorization=Bearer $GWENLAKE_API_KEY"
export OTEL_SERVICE_NAME=order-scoring