Quickstart

This guide helps you integrate the Opik platform with your existing LLM application.

Set up

Getting started is as simple as creating an account on Comet or self-hosting the platform.

Once your account is created, you can start logging traces by installing the Opik Python SDK:

pip install opik

and configuring the SDK with:

python

import opik

opik.configure(use_local=False)

tip

If you are self-hosting the platform, simply set the use_local flag to True in the opik.configure method.

cli

opik configure

tip

If you are self-hosting the platform, simply use the opik configure --use_local command.

Integrating with your LLM application

You can start logging traces to Opik by simply adding the @track decorator to your LLM application:

from opik import track

@track
def your_llm_application(input):
    # Your existing LLM application logic here
    output = "..."
    return output

To learn more about the track decorator, see the track documentation. Once the traces are logged, you can view them in the OPIK UI: