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

# Tracking LLM Calls

> Tracking LLM Calls using the AgentOps SDK

## Automatic LLM Call Tracking

AgentOps makes tracking LLM calls incredibly simple. Just initialize the SDK with your API key, and AgentOps will automatically track all your LLM calls:

```python theme={null}
import agentops
from openai import OpenAI

# Initialize AgentOps
agentops.init("your-api-key")

# Make LLM calls as usual - they'll be tracked automatically
client = OpenAI()
response = client.chat.completions.create(
    model="gpt-4o",
    messages=[{"role": "user", "content": "Hello, world!"}]
)
```

### How it works

When the AgentOps SDK detects a supported LLM provider module installed, it will automatically
start tracking its usage. No further work is required from you! 😊

### Supported LLM Providers

AgentOps supports automatic tracking for many popular LLM providers, including:

* OpenAI
* Anthropic
* Google (Gemini)
* LiteLLM
* And more

### Not working?

Try these steps:

1. Make sure you have the latest version of the AgentOps SDK installed. We are constantly updating it to support new LLM libraries and releases.
2. Make sure you are calling `agentops.init()` *after* importing the LLM module but *before* you are calling the LLM method.
3. Make sure the `instrument_llm_calls` parameter of `agentops.init()` is set to `True` (default).

Still not working? Please let us know! You can find us on [Discord](https://discord.gg/DR2abmETjZ),
[GitHub](https://github.com/AgentOps-AI/agentops),
or email us at [engineering@agentops.ai](mailto:engineering@agentops.ai).

To get started, just follow the quick start guide.

<CardGroup cols={2}>
  <Card title="Quick Start" icon="code" href="/v2/quickstart">
    Get started with AgentOps in under 5 minutes
  </Card>
</CardGroup>

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