> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Atla Observability Integration

> Wrap a web-search agent run in atla_insights instrument_agno to capture OpenAI traces in Atla.

Demonstrates adding Atla observability to an Agno agent.

```python atla_op.py theme={null}
"""
Atla Observability Integration
==============================

Demonstrates adding Atla observability to an Agno agent.
"""

from os import getenv

from agno.agent import Agent
from agno.models.openai import OpenAIChat
from agno.tools.websearch import WebSearchTools
from atla_insights import configure, instrument_agno

# ---------------------------------------------------------------------------
# Setup
# ---------------------------------------------------------------------------
configure(token=getenv("ATLA_API_KEY"))


# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
agent = Agent(
    name="Stock Price Agent",
    model=OpenAIChat(id="gpt-5.6-luna"),
    tools=[WebSearchTools()],
    instructions="You are a stock price agent. Answer questions in the style of a stock analyst.",
)


# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    # Instrument and run
    with instrument_agno("openai"):
        agent.print_response("What are the latest news about the stock market?")
```

## Run the Example

<Snippet file="create-venv-step.mdx" />

**1. Install dependencies**

```bash theme={null}
uv pip install -U agno atla-insights ddgs openai
```

**2. Export your API keys**

```bash Mac/Linux theme={null}
export ATLA_API_KEY="your_atla_api_key_here"
export OPENAI_API_KEY="your_openai_api_key_here"
```

```bash Windows theme={null}
$Env:ATLA_API_KEY="your_atla_api_key_here"
$Env:OPENAI_API_KEY="your_openai_api_key_here"
```

**3. Run the example**

Save the code above as `atla_op.py`, then run:

```bash theme={null}
python atla_op.py
```

Full source: [cookbook/observability/atla\_op.py](https://github.com/agno-agi/agno/blob/v3.0.4/cookbook/observability/atla_op.py)


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