Skip to main content

OpenTelemetry Google Generative AI instrumentation

Project description

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 details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

Built Distribution

File details

Details for the file opentelemetry_instrumentation_google_generativeai-0.33.12.tar.gz.

File metadata

File hashes

Hashes for opentelemetry_instrumentation_google_generativeai-0.33.12.tar.gz
Algorithm Hash digest
SHA256 9d09cd39afecf70063733b3f2f15200b7dc28addfa6384947a9514557f18d64b
MD5 7b062df498ae50ff5e3c4ef46b4a5c1c
BLAKE2b-256 b039d33585303893fec6d4e828b794b8b26188658e3bd905098e568031eb0698

See more details on using hashes here.

Provenance

The following attestation bundles were made for opentelemetry_instrumentation_google_generativeai-0.33.12.tar.gz:

Publisher: release.yml on traceloop/openllmetry

Attestations:

File details

Details for the file opentelemetry_instrumentation_google_generativeai-0.33.12-py3-none-any.whl.

File metadata

File hashes

Hashes for opentelemetry_instrumentation_google_generativeai-0.33.12-py3-none-any.whl
Algorithm Hash digest
SHA256 0dcd71c38331c47663d7ba6237ddfe02c14e3d1e3a47524c1437e3ee56cd0036
MD5 478592fc5525a6b3caed652e46d8e320
BLAKE2b-256 119a622ca1552d05b5b948c1f0e78d8456464697118c63a58d4f5aa01c105d45

See more details on using hashes here.

Provenance

The following attestation bundles were made for opentelemetry_instrumentation_google_generativeai-0.33.12-py3-none-any.whl:

Publisher: release.yml on traceloop/openllmetry

Attestations:

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page