chat_completions.py

from mistralai import Mistral
from opentelemetry.sdk import trace as trace_sdk
from opentelemetry.sdk.trace.export import ConsoleSpanExporter, SimpleSpanProcessor

from openinference.instrumentation import using_attributes
from openinference.instrumentation.mistralai import MistralAIInstrumentor

tracer_provider = trace_sdk.TracerProvider()
tracer_provider.add_span_processor(SimpleSpanProcessor(ConsoleSpanExporter()))

MistralAIInstrumentor().instrument(tracer_provider=tracer_provider)


if __name__ == "__main__":
    client = Mistral(api_key="redacted")
    with using_attributes(
        session_id="my-test-session",
        user_id="my-test-user",
        metadata={
            "test-int": 1,
            "test-str": "string",
            "test-list": [1, 2, 3],
            "test-dict": {
                "key-1": "val-1",
                "key-2": "val-2",
            },
        },
        tags=["tag-1", "tag-2"],
        prompt_template="Who won the soccer match in {city} on {date}",
        prompt_template_version="v1.0",
        prompt_template_variables={
            "city": "Johannesburg",
            "date": "July 11th",
        },
    ):
        response = client.chat.complete(
            model="mistral-small-latest",
            messages=[
                {"content": "Who won the World Cup in 2018?", "role": "user"},
            ],
        )
        print(response)