---
title: "Google Gen AI"
description: "Learn about using Sentry for Google Gen AI."
url: https://docs.sentry.io/platforms/python/integrations/google-genai/
---

# Google Gen AI | Sentry for Python

This integration connects Sentry with the [Google Gen AI Python SDK](https://github.com/googleapis/python-genai).

Once you've installed this SDK, you can use the Sentry AI Agents Monitoring, a Sentry dashboard that helps you understand what's going on with your AI requests.

Sentry AI Monitoring will automatically collect information about prompts, tools, tokens, and models. Learn more about the [AI Agents Dashboard](https://docs.sentry.io/ai/monitoring/agents.md).

## [Install](https://docs.sentry.io/platforms/python/integrations/google-genai.md#install)

Install `sentry-sdk` from PyPI:

```bash
pip install sentry-sdk
```

## [Configure](https://docs.sentry.io/platforms/python/integrations/google-genai.md#configure)

Add `GoogleGenAIIntegration()` to your `integrations` list:

```python
import sentry_sdk
from sentry_sdk.integrations.google_genai import GoogleGenAIIntegration

sentry_sdk.init(
    dsn="___PUBLIC_DSN___",
    # Set traces_sample_rate to 1.0 to capture 100%
    # of transactions for tracing.
    traces_sample_rate=1.0,
    # Add data like inputs and responses;
    # see https://docs.sentry.io/platforms/python/data-management/data-collected/ for more info
    send_default_pii=True,
    integrations=[
        GoogleGenAIIntegration(),
    ],
)
```

## [Verify](https://docs.sentry.io/platforms/python/integrations/google-genai.md#verify)

Verify that the integration works by making a chat request to Google Gen AI.

```python
import sentry_sdk
from sentry_sdk.integrations.google_genai import GoogleGenAIIntegration
from google.genai import Client

sentry_sdk.init(...)  # same as above

client = Client(api_key="(your Google API key)")

def my_llm_stuff():
    with sentry_sdk.start_transaction(name="The result of the AI inference"):
        response = client.models.generate_content(
            model="gemini-2.0-flash-exp",
            contents="say hello"
        )
        print(response.text)
```

After running this script, the resulting data should show up in the `"AI Spans"` tab on the `"Explore" > "Traces"` page on Sentry.io.

If you manually created an [Invoke Agent Span](https://docs.sentry.io/platforms/python/tracing/instrumentation/custom-instrumentation/ai-agents-module.md#invoke-agent-span) (not done in the example above) the data will also show up in the [AI Agents Dashboard](https://docs.sentry.io/ai/monitoring/agents.md).

It may take a couple of moments for the data to appear in [sentry.io](https://sentry.io).

## [Behavior](https://docs.sentry.io/platforms/python/integrations/google-genai.md#behavior)

* The Google Gen AI integration will connect Sentry with the supported Google Gen AI methods automatically.

* The supported function is currently `models.generate_content` (both sync and async).

* Sentry considers LLM inputs/outputs as PII (Personally identifiable information) and doesn't include PII data by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False` as shown in the [Options section](https://docs.sentry.io/platforms/python/integrations/google-genai.md#options) below.

## [Options](https://docs.sentry.io/platforms/python/integrations/google-genai.md#options)

You can set options for `GoogleGenAIIntegration` to change its behavior:

```python
import sentry_sdk
from sentry_sdk.integrations.google_genai import GoogleGenAIIntegration

sentry_sdk.init(
    # ...
    # Add data like inputs and responses;
    # see https://docs.sentry.io/platforms/python/data-management/data-collected/ for more info
    send_default_pii=True,
    integrations=[
        GoogleGenAIIntegration(
            include_prompts=False,  # LLM inputs/outputs will be not sent to Sentry, despite send_default_pii=True
        ),
    ],
)
```

You can pass the following keyword arguments to `GoogleGenAIIntegration()`:

* `include_prompts`:

  Whether LLM inputs and outputs should be sent to Sentry. Sentry considers this data personal identifiable data (PII) by default. If you want to include the data, set `send_default_pii=True` in the `sentry_sdk.init()` call. To explicitly exclude prompts and outputs despite `send_default_pii=True`, configure the integration with `include_prompts=False`.

  The default is `True`.

## [Supported Versions](https://docs.sentry.io/platforms/python/integrations/google-genai.md#supported-versions)

* google-genai: 1.29.0+
* Python: 3.9+