Observability for Ollama with New Relic

OpenLLMetry lets you trace any model running locally or remotely on Ollama. With 5 minutes of work you can get complete view of your system directly into New Relic. See how below.

Step 1

Install the Traceloop SDK and initialize it. It will automatically log all calls to Ollama, whether you're running a model locally or remotely, with prompts and completions as separate spans.

import ollama
from traceloop.sdk import Traceloop
from traceloop.sdk.decorators import workflow

Traceloop.init(app_name="joke_generation_service")

@workflow(name="joke_creation")
def create_joke():
		response = ollama.chat(
        model="llama3",
        messages=[
            {
                "role": "user",
                "content": "Tell me a joke about OpenTelemetry",
            },
        ],
    )

    return response["message"]["content"]

Step 2

Get an access key from New Relic dashboard and set the following environment variables.

TRACELOOP_BASE_URL=https://otlp.nr-data.net:443
TRACELOOP_HEADERS="api-key=<YOUR_NEWRELIC_LICENSE_KEY>"

Docs

Observability for Ollama with New Relic

Step 1

Step 2

Discover use cases

More things you can connect to {platform}

LlamaIndex

LangChain

Watsonx

together.ai

Bedrock

Anthropic

OpenAI

Mistral AI

Cohere

Gemini

Chroma