opentelemetry-instrumentation-google-generativeai
Advanced tools
OpenTelemetry Google Generative AI instrumentation
This library allows tracing Google Gemini prompts and completions sent with the official Google Generative AI library.
pip install opentelemetry-instrumentation-google-generativeai
from opentelemetry.instrumentation.google_generativeai import GoogleGenerativeAiInstrumentor
GoogleGenerativeAiInstrumentor().instrument()
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
FAQs
OpenTelemetry Google Generative AI instrumentation
We found that opentelemetry-instrumentation-google-generativeai demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 2 open source maintainers collaborating on the project.
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