Google GenAI
Instrument LLM calls made using the Google Gen AI Python SDK
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Instrument LLM calls made using the Google Gen AI Python SDK
Last updated
Was this helpful?
Sign up for Phoenix:
Sign up for an Arize Phoenix account at
Install packages:
Set your Phoenix endpoint and API Key:
Your Phoenix API key can be found on the Keys section of your .
Use the register function to connect your application to Phoenix.
Now that you have tracing setup, all GenAI SDK requests will be streamed to Phoenix for observability and evaluation.
Pull latest Phoenix image from :
For more info on using Phoenix with Docker, see .
By default, notebook instances do not have persistent storage, so your traces will disappear after the notebook is closed. See or use one of the other deployment options to retain traces.
Set the GEMINI_API_KEY
environment variable. To use the GenAI SDK with Vertex AI instead of the Developer API, refer to Google's on setting the required environment variables.
This instrumentation will support tool calling soon. Refer to for the status.