How to trace TypeSafe with HoneyHive

pip install honeyhive typesafe-sdk openinference-instrumentation-typesafe

export HH_INGESTION_API_KEY="your-honeyhive-ingestion-key"
export TYPESAFE_API_KEY="your-typesafe-api-key"

from honeyhive import HoneyHiveTracer
from openinference.instrumentation.typesafe import TypeSafeAIInstrumentor

tracer = HoneyHiveTracer.init()
TypeSafeAIInstrumentor().instrument(tracer_provider=tracer.provider)

from honeyhive import HoneyHiveTracer
from openinference.instrumentation.typesafe import TypeSafeAIInstrumentor
from typesafe_sdk import Choice, Noul, Score, TypeSafeClient

tracer = HoneyHiveTracer.init()
TypeSafeAIInstrumentor().instrument(tracer_provider=tracer.provider)

with TypeSafeClient(model="jev-1.13.0") as client:
    delayed_order = client.system_one(
        state={
            "ticket_id": "ORD-1003",
            "document": (
                "Order ORD-1003 was supposed to arrive last week and is "
                "still marked delayed. I need it today for an event."
            ),
        },
        questions={
            "shipping": Noul(
                instructions="Is this ticket about a shipment delay?",
            ),
            "tone": Choice(
                instructions="What is the customer's tone?",
                criteria={"calm": None, "frustrated": None, "angry": None},
            ),
            "urgency": Score(
                instructions="How urgent is this ticket?",
                criteria=["can wait", "this week", "today"],
            ),
        },
    )
    print(delayed_order.model)
    print(delayed_order.nouls["shipping"].noul)
    print(delayed_order.choices["tone"].choice, delayed_order.choices["tone"].confidence)
    print(delayed_order.scores["urgency"].score, delayed_order.scores["urgency"].confidence)

    refund_request = client.system_one(
        state={
            "ticket_id": "ORD-1001",
            "document": (
                "I received order ORD-1001 but the box was damaged. "
                "Can I get a refund or a replacement?"
            ),
        },
        questions={
            "queue": Choice(
                instructions="Which support queue should handle this?",
                criteria={"billing": None, "shipping": None, "product": None},
            ),
        },
    )
    print(refund_request.choices["queue"].choice, refund_request.choices["queue"].confidence)

tracer.force_flush()

from honeyhive import HoneyHiveTracer
from openinference.instrumentation.typesafe import TypeSafeAIInstrumentor

tracer = HoneyHiveTracer.init()
TypeSafeAIInstrumentor().instrument(tracer_provider=tracer.provider)

from honeyhive import HoneyHiveTracer
from openinference.instrumentation.typesafe import TypeSafeAIInstrumentor
from typesafe_sdk import Noul, TypeSafeClient

tracer = HoneyHiveTracer.init()
TypeSafeAIInstrumentor().instrument(tracer_provider=tracer.provider)

try:
    with TypeSafeClient(model="jev-1.13.0") as client:
        client.system_one(
            state={"document": "Order ORD-1003 is delayed."},
            questions={
                "shipping": Noul(
                    instructions="Is this ticket about a shipment delay?",
                ),
            },
        )
finally:
    tracer.force_flush()