Gemini is Google’s family of AI models that are designed to be helpful, safe, and powerful.

With HoneyHive, you can trace all your operations using a single line of code. Find a list of all supported integrations here.

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HoneyHive Setup

Follow the HoneyHive Installation Guide to get your API key and initialize the tracer.

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Gemini Setup

Go to Google AI Studio to get your Gemini API key.

Note: please use version google-genai==1.13.0 for Python.

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Example

Here is an example of how to trace your code in HoneyHive.

from google import genai

from honeyhive import HoneyHiveTracer, trace

HoneyHiveTracer.init(
    api_key="MY_HONEYHIVE_API_KEY",
    project="MY_HONEYHIVE_PROJECT_NAME",
)

@trace
def generate_response(query):
    client = genai.Client(api_key=os.getenv("GEMINI_API_KEY"))

    response = client.models.generate_content(
        model="gemini-2.0-flash", contents=query
    )

    print(response.text)
    return response.text

generate_response("The opposite of hot is")

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View your Traces

Once you run your code, you can view your execution trace in the HoneyHive UI by clicking the Data Store tab on the left sidebar.