OpenTelemetry Google Generative AI Instrumentation

This library allows tracing Google Gemini prompts and completions sent with the official Google Generative AI library.

Installation

pip install opentelemetry-instrumentation-google-generativeai

Example usage

from opentelemetry.instrumentation.google_generativeai import GoogleGenerativeAiInstrumentor

GoogleGenerativeAiInstrumentor().instrument()

Privacy

By default, this instrumentation logs prompts, completions, and embeddings to span attributes. This gives you a clear visibility into how your LLM application is working, and can make it easy to debug and evaluate the quality of the outputs.

However, you may want to disable this logging for privacy reasons, as they may contain highly sensitive data from your users. You may also simply want to reduce the size of your traces.

To disable logging, set the TRACELOOP_TRACE_CONTENT environment variable to false.

TRACELOOP_TRACE_CONTENT=false

Project links

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Credits

Author: Gal Kleinman

GitHub Statistics

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License expression

Apache-2.0
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Requires

Python <4, >=3.10

Provides Extra

instruments

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