> ## Documentation Index
> Fetch the complete documentation index at: https://docs.lunary.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Python OpenAI integration

Our Python SDK includes automatic integration with OpenAI's module.

<Steps>
  <Step n="1" title="Setup the SDK">
    <CardGroup cols={1}>
      <Card title="Python" icon="python" href="/integrations/python/installation">
        Learn how to set up the Python SDK.
      </Card>
    </CardGroup>
  </Step>

  <Step n="2" title="Monitor OpenAI">
    With our SDKs, tracking OpenAI calls is super simple.

    ```py theme={null}
    from openai import OpenAI
    import lunary

    client = OpenAI()

    lunary.monitor(client)  # This line sets up monitoring for all calls made through the 'openai' module

    chat_completion = client.chat.completions.create(
      model="gpt-4o",
      messages=[{"role": "user", "content": "Hello world"}]
    )
    ```
  </Step>

  <Step n="3" title="Tag requests and identify users">
    You can now tag requests and identify users.

    ```py theme={null}
    chat_completion = client.chat.completions.create(
      model="gpt-4o",
      user_id="user_123",  # Optional: user ID
      user_props={"name": "John Doe"},  # Optional: user properties
      tags=["chat", "support"],  # Optional: add tags
      messages=[{"role": "user", "content": "Hello world"}]
    )
    ```
  </Step>
</Steps>